{"id":5230,"date":"2022-02-25T15:13:46","date_gmt":"2022-02-25T06:13:46","guid":{"rendered":"https:\/\/blogs.mathworks.com\/japan-community\/?p=5230"},"modified":"2022-03-22T10:36:11","modified_gmt":"2022-03-22T01:36:11","slug":"nishika_software_anomaly_detection","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/japan-community\/2022\/02\/25\/nishika_software_anomaly_detection\/","title":{"rendered":"\u6c42\u3080\u6311\u6226\u8005\uff01Nishika \u30c7\u30fc\u30bf\u5206\u6790\u30b3\u30f3\u30da\u30c6\u30a3\u30b7\u30e7\u30f3\u300c\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7570\u5e38\u691c\u77e5\u300d"},"content":{"rendered":"<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\">\u300c\u3042\u306a\u305f\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u529b\u3067\u4f01\u696d\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u300d<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: right;\">\uff5eNishika Web \u30b5\u30a4\u30c8\u304b\u3089\uff5e<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u3053\u3093\u306b\u3061\u306f\u3001\u4e95\u4e0a <a href=\"https:\/\/twitter.com\/michio_MWJ\" class=\"external\" rel=\"nofollow\" target=\"_blank\">@michio_MWJ<\/a> \u3067\u3059\u30021222 \u5e74\u4ee5\u6765 800 \u5e74\u3076\u308a\u306e\u300c\u30b9\u30fc\u30d1\u30fc\u732b\u306e\u65e5\u300d\u306f\u3044\u304b\u304c\u3067\u3057\u305f\u304b\uff1f datetime \u3092\u4f7f\u3063\u3066 22:22:22 \u306e<a href=\"https:\/\/twitter.com\/nonlinopt\/status\/1496113220377268226\" class=\"external\" rel=\"nofollow\" target=\"_blank\">\u8a18\u5ff5\u30c4\u30a4\u30fc\u30c8<\/a>\u3092\u3055\u308c\u305f\u65b9\u3082\u3044\u3089\u3063\u3057\u3083\u3044\u307e\u3057\u305f\u306d\uff08\u7b11\uff09\u79c1\u306f\u65e2\u306b\u5bdd\u843d\u3061\u3066\u3044\u307e\u3057\u305f\u30fb\u30fb\u3002<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u3055\u3066\u3001\u4eca\u56de\u306f Nishika \u3055\u3093\u3068\u306e\u5171\u540c\u4f01\u753b\u300c<a href=\"https:\/\/www.nishika.com\/competitions\/26\/summary\" class=\"external\" rel=\"nofollow\" target=\"_blank\">\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7570\u5e38\u691c\u77e5<\/a>\u300d\u306e\u3054\u7d39\u4ecb\u3068\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30b3\u30fc\u30c9\u306e\u89e3\u8aac\u3067\u3059\u3002\u4eca\u65e5\uff082\/25\uff09\u304b\u3089\u306f\u3058\u307e\u308b\u3053\u306e\u30b3\u30f3\u30da\u3002\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u5b89\u5b9a\u7684\u306a\u7a3c\u50cd\u306e\u70ba\u306b\u7570\u5e38\u3092\u65e9\u304f\u78ba\u5b9f\u306b\u691c\u77e5\u3059\u3079\u304f\u3001\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u306e\u5065\u5168\u6027\u72b6\u614b\u4e88\u6e2c\u306b\u6311\u6226\u3057\u307e\u3059\u3002<\/div>\n<div><\/div>\n<div>\uff5e2022\/3\/22 \u8ffd\u8a18\uff5e<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u30b3\u30fc\u30c9\u89e3\u8aac\u306e<a href=\"https:\/\/www.youtube.com\/watch?v=68o08k9L0qc\" class=\"external\" rel=\"nofollow\" target=\"_blank\"> YouTube Live<\/a> \u3092\u5b9f\u65bd\u3057\u307e\u3057\u305f\uff01<\/div>\n<div><\/div>\n<h2>\u00a0MATLAB \u30e9\u30a4\u30bb\u30f3\u30b9\u63d0\u4f9b\u4e2d\uff01<\/h2>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u3069\u306a\u305f\u3067\u3082\u53c2\u52a0\u3067\u304d\u307e\u3059\u3057\u4f7f\u7528\u30c4\u30fc\u30eb\u306f\u554f\u3044\u307e\u305b\u3093\u3002\u304c\uff01\uff01 <a href=\"https:\/\/jp.mathworks.com\/academia\/student-competitions\/nishika-software-anomaly-detection.html\">MATLAB \u306e\u7121\u6599\u30e9\u30a4\u30bb\u30f3\u30b9\u3082 Toolbox \u3082\u308a\u3082\u308a\u3067\u63d0\u4f9b<\/a>\u3057\u3066\u304a\u308a\u307e\u3059\u306e\u3067\u3001\u3053\u308c\u3092\u6a5f\u306b\u65b0\u3057\u3044 Toolbox \u306e\u5473\u898b\u304c\u3066\u3089\u305c\u3072\u53c2\u52a0\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<strong>\uff08\u6ce8\uff1a\u5b66\u751f\u30b3\u30f3\u30c6\u30b9\u30c8\u3068\u306e\u8a18\u8f09\u304c\u3042\u308a\u307e\u3059\u304c\u3069\u306a\u305f\u3067\u3082\u5229\u7528\u53ef\u80fd\u3067\u3059\uff09<\/strong><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u7533\u3057\u8fbc\u3080\u969b\u306e\u30b9\u30c6\u30c3\u30d7\u306f<a href=\"https:\/\/mathworks.highspot.com\/viewer\/6216a96bb3605d15fef34848\" class=\"external\" rel=\"nofollow\" target=\"_blank\">\u00a0\u7533\u3057\u8fbc\u307f\u30ac\u30a4\u30c9<\/a> \u306b\u307e\u3081\u307e\u3057\u305f\u3002\u5b9f\u969b\u306b\u5229\u7528\u3044\u305f\u3060\u3051\u308b\u307e\u3067\u7533\u8acb\u304b\u3089\u5c11\u3057\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u306e\u3067\u307e\u305a\u306f\u7533\u8acb\u3092\u6e08\u307e\u305b\u3066\u304a\u304f\u3053\u3068\u3092\u304a\u30b9\u30b9\u30e1\u3044\u305f\u3057\u307e\u3059\u3002<\/div>\n<div>\n<ul style=\"margin: 10px 0px 20px; padding-left: 0px; font-family: Helvetica, Arial, sans-serif; font-size: 14px;\">\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><a href=\"https:\/\/jp.mathworks.com\/academia\/student-competitions\/nishika-software-anomaly-detection.html\">MATLAB \u30e9\u30a4\u30bb\u30f3\u30b9\u7533\u3057\u8fbc\u307f\u30da\u30fc\u30b8<\/a> \u3068 <a href=\"https:\/\/mathworks.highspot.com\/viewer\/6216a96bb3605d15fef34848\" class=\"external\" rel=\"nofollow\" target=\"_blank\">\u7533\u3057\u8fbc\u307f\u30ac\u30a4\u30c9<\/a><\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><a href=\"https:\/\/drive.matlab.com\/sharing\/4b0cca57-dd0f-469a-a5d9-9916056e7f9a\" class=\"external\" rel=\"nofollow\" target=\"_blank\">\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30b9\u30af\u30ea\u30d7\u30c8\uff08MATLAB Drive\uff09<\/a><\/li>\n<\/ul>\n<\/div>\n<h1>\u30b3\u30f3\u30c6\u30b9\u30c8\u6982\u8981<\/h1>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u30b3\u30f3\u30da\u306e\u8a73\u7d30\u30fb\u767b\u9332\u306f\u300c<a href=\"https:\/\/www.nishika.com\/competitions\/26\/summary\" class=\"external\" rel=\"nofollow\" target=\"_blank\">\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7570\u5e38\u691c\u77e5<\/a>\u300d\u304b\u3089\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/div>\n<ul style=\"margin: 10px 0px 20px; padding-left: 0px; font-family: Helvetica, Arial, sans-serif; font-size: 14px;\">\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><span style=\"font-weight: bold;\">\u5206\u6790\u8ab2\u984c\uff1a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7570\u5e38\u691c\u77e5<\/span><\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><span style=\"font-weight: bold;\">\u53c2\u52a0\u7de0\u5207\uff1a2022\u5e74 4 \u6708 26 \u65e5<\/span><\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><span style=\"font-weight: bold;\">\u8cde\u91d1\u7dcf\u984d\uff1a25\u4e07\u5186<\/span><\/li>\n<\/ul>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span style=\"font-weight: bold;\">MATLAB \u3092\u30e1\u30a4\u30f3\u306b\u4f7f\u3063\u3066\u53c2\u52a0\u9802\u3044\u305f\u65b9\u306b\u306f\u9806\u4f4d\u306b\u5fdc\u3058\u3066 MATLAB \u7279\u5225\u8cde\u3092\u304a\u8d08\u308a\u3057\u307e\u3059\u3002<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u30c7\u30fc\u30bf\u306f OS \u3084 WebLogic Server \u3088\u308a\u89b3\u6e2c\u3055\u308c\u308b CPU \u3084\u30e1\u30e2\u30ea\u306e\u5229\u7528\u7387\u306a\u3069\u3002\u305d\u308c\u3089\u3092\u8aac\u660e\u5909\u6570\u306b\u3057\u3066\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\uff08MATLAB \u3058\u3083\u306a\u3044\u3088\uff09\u306e\u7570\u5e38\u3092\u4e88\u6e2c\u3059\u308b\u3068\u3044\u3046\u30b7\u30f3\u30d7\u30eb\u306a\u8a2d\u5b9a\u3002\u4e0e\u3048\u3089\u308c\u305f\u591a\u304f\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u3069\u3046\u6599\u7406\u3059\u308b\u304b\u304c\u554f\u308f\u308c\u307e\u3059\u3002<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><img decoding=\"async\" loading=\"lazy\" class=\"imageNode\" style=\"vertical-align: baseline; width: 535px; height: 300px;\" src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2022\/02\/benchmark_SoftwareAnomaly_blog_1.png\" alt=\"\" width=\"535\" height=\"300\" \/><\/div>\n<hr \/>\n<h1>\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u89e3\u6790<\/h1>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u3053\u3053\u3067\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u4e00\u90e8\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f\u304b\u3089\u4e88\u6e2c\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u307e\u3067\u3092\u5b9f\u65bd\u3057\u3066\u307f\u307e\u3059\u3002\u30b9\u30af\u30ea\u30d7\u30c8\u81ea\u4f53\u306f\u30da\u30fc\u30b8\u4e0b\u90e8\u306e\u30dc\u30bf\u30f3\u304b\u3089 DL \u3067\u304d\u307e\u3059\u3057\u3001\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u3068\u4e00\u7dd2\u306b <a href=\"https:\/\/drive.matlab.com\/sharing\/4b0cca57-dd0f-469a-a5d9-9916056e7f9a\" class=\"external\" rel=\"nofollow\" target=\"_blank\">MATLAB Drive \u3067\u3082\u516c\u958b<\/a>\u3057\u3066\u3044\u307e\u3059\u3002MathWorks \u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u95a2\u9023\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u3042\u308c\u3070 MATLAB Online \u3067\u5b9f\u884c\u3057\u3066\u307f\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u4eca\u56de\u3001\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u3057\u3066\u4e0e\u3048\u3089\u308c\u3066\u3044\u308b train.csv \u306f 1.8 GB \u3068\u591a\u5c11\u5927\u304d\u3044\u306e\u3067\u3001\u3053\u306e\u30b3\u30fc\u30c9\u3067\u306f\u4e00\u90e8\u3092\u53d6\u308a\u51fa\u3057\u305f trainIphost17.csv \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u5909\u6570 host \u304c &#8220;lphost17&#8221; \u306e\u30c7\u30fc\u30bf\u3060\u3051\u3092\u62bd\u51fa\u3057\u3066\u3044\u307e\u3059\u3002\u8aad\u307f\u8fbc\u3080\u30c7\u30fc\u30bf\u3092 train.csv \u306b\u7f6e\u304d\u63db\u3048\u3066\u3082\u305d\u306e\u307e\u307e\u6a5f\u80fd\u3059\u308b\u306f\u305a\u3067\u3059\u3002<\/div>\n<h3 id=\"H_119846A1\" style=\"margin: 15px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 17px; font-weight: bold; text-align: left;\">\u4f7f\u7528\u3059\u308b Toolbox<\/h3>\n<ul style=\"margin: 10px 0px 20px; padding-left: 0px; font-family: Helvetica, Arial, sans-serif; font-size: 14px;\">\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><a href=\"https:\/\/jp.mathworks.com\/help\/deeplearning\/index.html\">Deep Learning Toolbox<\/a><\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><a href=\"https:\/\/jp.mathworks.com\/help\/stats\/index.html\">Statistics and Machine Learning Toolbox<\/a><\/li>\n<\/ul>\n<h2 id=\"H_95FD4C7D\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 20px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: bold; text-align: left;\">\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f<\/h2>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u307e\u305a\u306f\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f\u3067\u3059\u3002<a href=\"https:\/\/jp.mathworks.com\/help\/matlab\/ref\/readtable.html\">readtable<\/a> \u3067\u3044\u304d\u306a\u308a\u8aad\u307f\u8fbc\u3093\u3067\u3082\u3088\u3044\u30c7\u30fc\u30bf\u91cf\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u305b\u3063\u304b\u304f\u306a\u306e\u3067 <a href=\"https:\/\/jp.mathworks.com\/help\/matlab\/datastore.html\">datastore<\/a> \u3092\u4f7f\u3063\u3066\u4e2d\u8eab\u3092\u30c1\u30e9\u898b\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">datadir = <span style=\"color: #aa04f9;\">&#8220;datafiles&#8221;<\/span>; <span style=\"color: #028009;\">% \u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u5834\u6240<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">filepath = fullfile(datadir,<span style=\"color: #aa04f9;\">&#8220;trainlphost17.csv&#8221;<\/span>);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">ds = datastore(filepath)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableStringElement scrollableOutput\" style=\"width: 1138px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-testid=\"output_0\">\n<div class=\"textElement eoOutputContent\" style=\"max-height: 261px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-width=\"1108\" data-height=\"597\" data-hashorizontaloverflow=\"false\">\n<div style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\"><span class=\"variableNameElement\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\">ds = <\/span><\/div>\n<div style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\">\n<p>TabularTextDatastore \u306e\u30d7\u30ed\u30d1\u30c6\u30a3:<\/p>\n<p>Files: {<br \/>\n&#8216; &#8230;\\datafiles\\trainlphost17.csv&#8217;<br \/>\n}<br \/>\nFolders: {<br \/>\n&#8216; &#8230;\\datafiles&#8217;<br \/>\n}<br \/>\nFileEncoding: &#8216;UTF-8&#8217;<br \/>\nAlternateFileSystemRoots: {}<br \/>\nVariableNamingRule: &#8216;modify&#8217;<br \/>\nReadVariableNames: true<br \/>\nVariableNames: {&#8216;timestamp&#8217;, &#8216;host&#8217;, &#8216;Anomaly&#8217; &#8230; and 167 more}<br \/>\nDatetimeLocale: en_US<\/p>\n<p>\u30c6\u30ad\u30b9\u30c8\u5f62\u5f0f\u306e\u30d7\u30ed\u30d1\u30c6\u30a3:<br \/>\nNumHeaderLines: 0<br \/>\nDelimiter: &#8216;,&#8217;<br \/>\nRowDelimiter: &#8216;\\r\\n&#8217;<br \/>\nTreatAsMissing: &#8221;<br \/>\nMissingValue: NaN<\/p>\n<p>\u30c6\u30ad\u30b9\u30c8\u5f62\u5f0f\u306e\u8a73\u7d30\u30d7\u30ed\u30d1\u30c6\u30a3:<br \/>\nTextscanFormats: {&#8216;%{uuuu-MM-dd HH:mm:ss}D&#8217;, &#8216;%q&#8217;, &#8216;%f&#8217; &#8230; and 167 more}<br \/>\nTextType: &#8216;char&#8217;<br \/>\nExponentCharacters: &#8216;eEdD&#8217;<br \/>\nCommentStyle: &#8221;<br \/>\nWhitespace: &#8216; \\b\\t&#8217;<br \/>\nMultipleDelimitersAsOne: false<\/p>\n<p>preview\u3001read\u3001readall \u306b\u3088\u308a\u8fd4\u3055\u308c\u308b\u30c6\u30fc\u30d6\u30eb\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3059\u308b\u30d7\u30ed\u30d1\u30c6\u30a3:<br \/>\nSelectedVariableNames: {&#8216;timestamp&#8217;, &#8216;host&#8217;, &#8216;Anomaly&#8217; &#8230; and 167 more}<br \/>\nSelectedFormats: {&#8216;%{uuuu-MM-dd HH:mm:ss}D&#8217;, &#8216;%q&#8217;, &#8216;%f&#8217; &#8230; and 167 more}<br \/>\nReadSize: 20000 \u884c<br \/>\nOutputType: &#8216;table&#8217;<br \/>\nRowTimes: []<\/p>\n<p>\u66f8\u304d\u8fbc\u307f\u56fa\u6709\u306e\u30d7\u30ed\u30d1\u30c6\u30a3:<br \/>\nSupportedOutputFormats: [&#8220;txt&#8221; &#8220;csv&#8221; &#8220;xlsx&#8221; &#8220;xls&#8221; &#8220;parquet&#8221; &#8220;parq&#8221;]<br \/>\nDefaultOutputFormat: &#8220;txt&#8221;<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">170 \u5909\u6570\u304c\u8a8d\u8b58\u3055\u308c\u3066\u3044\u307e\u3059\u306d\u3002\u554f\u984c\u306a\u304f\u8aad\u307f\u8fbc\u3081\u305d\u3046\u3067\u3059\u3002<a href=\"https:\/\/jp.mathworks.com\/help\/matlab\/ref\/matlab.io.datastore.preview.html\">preview <\/a>\u3067\u5192\u982d\u306e 8 \u884c\u3060\u3051\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-radius: 4px 4px 0px 0px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; border: 1px solid #e9e9e9;\"><span style=\"white-space: pre;\">preview(ds)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableTableElement\" style=\"width: calc(100% - 5px);\" data-testid=\"output_1\">\n<div id=\"variableeditor_client_Document_0\" class=\"ClientDocument veSpecifier table DataFitToViewport\" tabindex=\"0\">\n<div class=\"summaryBar\" style=\"font-size: 12px; font-family: Consolas, Inconsolata, Menlo, monospace;\">ans = <span style=\"color: #b3b3b3; font-style: normal;\">8\u00d7170 table <\/span><\/div>\n<div id=\"variableeditor_TableViewModel_0\" class=\"table ClientViewDiv hasSummaryBar\" style=\"width: 100%; overflow: auto;\" data-viewid=\"__1\">\n<table style=\"border-spacing: 0px; border-collapse: collapse;\" cellspacing=\"0\">\n<thead>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\"><\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 133px; min-width: 133px; max-width: 133px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">timestamp<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">host<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">Anomaly<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">process<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source01_Type_JDBCConnec<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source01_Type_JDBCDataSo<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source02_Type_JDBCConnec<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source02_Type_JDBCDataSo<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source03_Type_JDBCConnec<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source03_Type_JDBCDataSo<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source04_Type_JDBCConnec<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source04_Type_JDBCDataSo<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source05_Type_JDBCConnec<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source05_Type_JDBCDataSo<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source06_Type_JDBCConnec<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source06_Type_JDBCDataSo<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source08_Type_JDBCConnec<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source08_Type_JDBCDataSo<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source09_Type_JDBCConnec<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source09_Type_JDBCDataSo<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source10_Type_JDBCConnec<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source10_Type_JDBCDataSo<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveTransactions__MXBean_com_bea_Name_JTARuntime_Type_JTARunt<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">AvailableDbConnectionActivity__d_dx_MXBean_com_bea_Name_source0<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">AvailableDbConnectionActivity__d_dx_MXBean_com_bea_Name_sour_1<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">AvailableDbConnectionActivity__d_dx_MXBean_com_bea_Name_sour_2<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">AvailableDbConnectionActivity__d_dx_MXBean_com_bea_Name_sour_3<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">AvailableDbConnectionActivity__d_dx_MXBean_com_bea_Name_sour_4<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">AvailableDbConnectionActivity__d_dx_MXBean_com_bea_Name_sour_5<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">AvailableDbConnectionActivity__d_dx_MXBean_com_bea_Name_sour_6<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">1<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 133px; min-width: 133px; max-width: 133px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2015-02-06\u00a004:44:00<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;lphost17&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;wls1&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">2<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 133px; min-width: 133px; max-width: 133px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2015-02-06\u00a004:45:00<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;lphost17&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;wls1&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">3<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 133px; min-width: 133px; max-width: 133px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2015-02-06\u00a004:46:00<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;lphost17&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;wls1&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">4<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 133px; min-width: 133px; max-width: 133px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2015-02-06\u00a004:47:00<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;lphost17&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;wls1&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">5<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 133px; min-width: 133px; max-width: 133px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2015-02-06\u00a004:48:00<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;lphost17&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;wls1&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">6<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 133px; min-width: 133px; max-width: 133px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2015-02-06\u00a004:49:00<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;lphost17&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;wls1&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">7<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 133px; min-width: 133px; max-width: 133px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2015-02-06\u00a004:50:00<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;lphost17&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;wls1&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">8<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 133px; min-width: 133px; max-width: 133px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2015-02-06\u00a004:51:00<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;lphost17&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">&#8216;wls1&#8217;<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">timestamp, host, Anomaly, process \u306a\u3069170 \u500b\u306e\u5909\u6570\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u306d\u3002<a href=\"https:\/\/jp.mathworks.com\/help\/matlab\/ref\/matlab.io.datastore.readall.html\">readall<\/a> \u3092\u4f7f\u3063\u3066\u4e00\u6c17\u306b\u8aad\u307f\u8fbc\u3093\u3067\u307f\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">matfilepath = fullfile(datadir,<span style=\"color: #aa04f9;\">&#8220;trainData_lphost17.mat&#8221;<\/span>);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">if <\/span>exist(matfilepath,<span style=\"color: #aa04f9;\">&#8220;file&#8221;<\/span>)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> load(matfilepath,<span style=\"color: #aa04f9;\">&#8220;trainData&#8221;<\/span>);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">else<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> trainData = readall(ds);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #028009;\">% mat \u30d5\u30a1\u30a4\u30eb\u304b\u3089\u306e\u8aad\u307f\u8fbc\u307f\u306e\u65b9\u304c\u901f\u3044\u306e\u3067\u4fdd\u5b58\u3057\u3066\u304a\u304f<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> save(matfilepath,<span style=\"color: #aa04f9;\">&#8220;trainData&#8221;<\/span>);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">end<\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">host \u3068 process \u304c\u30c7\u30fc\u30bf\u5143\u306e\u30e9\u30d9\u30eb\u306e\u69d8\u306a\u306e\u3067\u3053\u308c\u3089\u306e\u7a2e\u985e\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-radius: 4px 4px 0px 0px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; border: 1px solid #e9e9e9;\"><span style=\"white-space: pre;\">unique(trainData.process)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsTextMatrixElement embeddedOutputsVariableMatrixElement\" style=\"width: 1138px; white-space: normal; font-style: normal; color: #404040; font-size: 12px;\" data-testid=\"output_2\" data-width=\"1108\">\n<div class=\"matrixElement veSpecifier saveLoad eoOutputContent\" style=\"white-space: normal; font-style: normal; color: #404040; font-size: 12px;\">\n<div class=\"veVariableName variableNameElement\" style=\"width: 1108px; white-space: normal; font-style: normal; color: #404040; font-size: 12px;\">\n<div class=\"headerElementClickToInteract\" style=\"white-space: normal; font-style: normal; color: #404040; font-size: 12px;\"><span style=\"white-space: normal; font-style: normal; color: #404040; font-size: 12px;\">ans = <\/span><span class=\"veVariableValueSummary headerElement\" style=\"white-space: normal; font-style: normal; color: #b3b3b3; font-size: 12px;\">2\u00d71 cell<\/span><\/div>\n<\/div>\n<div class=\"valueContainer\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-layout=\"{&quot;totalRows&quot;:&quot;2&quot;,&quot;totalColumns&quot;:&quot;1&quot;}\">\n<div class=\"variableValue\" style=\"width: 82px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\">&#8216;wls1&#8217;<br \/>\n&#8216;wls2&#8217;<\/div>\n<div class=\"horizontalEllipsis hide\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\"><\/div>\n<div class=\"verticalEllipsis hide\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-radius: 0px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; border: 1px solid #e9e9e9;\"><span style=\"white-space: pre;\">unique(trainData.host)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableStringElement\" style=\"width: 1138px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-testid=\"output_3\">\n<div class=\"textElement eoOutputContent\" style=\"max-height: 261px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-width=\"1108\" data-height=\"35\" data-hashorizontaloverflow=\"false\">\n<div style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\"><span class=\"variableNameElement\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\">ans = <span class=\"headerElement\" style=\"white-space: pre; font-style: italic; color: #b3b3b3; font-size: 12px;\">1\u00d71 \u306e cell \u914d\u5217<\/span><\/span><\/div>\n<div style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\">{&#8216;lphost17&#8217;}<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u3053\u306e\u30c7\u30fc\u30bf\u3067\u306f host \u306f lphost17 \u306e\u307f\u3001\u305d\u3057\u3066 process \u306f wls1 \u3068 wls2 \u3067\u3059\u3002\u6b63\u5e38\u304b\u7570\u5e38\u306e\u30e9\u30d9\u30eb\u304c Anomaly \u3068\u3044\u3046\u5909\u6570\u3067\u3001\u4eca\u56de\u306e\u76ee\u7684\u5909\u6570\u3067\u3059\u306d\u3002\u30e9\u30d9\u30eb\u306e\u6570\u3092 <a href=\"https:\/\/jp.mathworks.com\/help\/stats\/tabulate.html\">tabulate<\/a> \u95a2\u6570\u3067\u898b\u3066\u304a\u304d\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-radius: 4px 4px 0px 0px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; border: 1px solid #e9e9e9;\"><span style=\"white-space: pre;\">tabulate(trainData.Anomaly)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsTextElement\" style=\"width: 1138px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-testid=\"output_4\">\n<div class=\"textElement eoOutputContent\" style=\"max-height: 261px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-width=\"1108\" data-height=\"46\" data-hashorizontaloverflow=\"false\">Value Count Percent<br \/>\n0 198122 99.66%<br \/>\n1 676 0.34%<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u7570\u5e38\u30c7\u30fc\u30bf\uff08Anomaly = 1\uff09\u304c\u304b\u306a\u308a\u5c11\u306a\u3044\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u5143\u306f host\/process \u3067\u7279\u5b9a\u3067\u304d\u307e\u3059\u304c\u30012\u5909\u6570\u3060\u3068\u4e0d\u4fbf\u306a\u306e\u3067\u30c7\u30fc\u30bf\u5143\u3092\u8868\u3059\u5909\u6570 origin \u3092\u4f5c\u3063\u3066\u304a\u304d\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u306b\u5909\u63db\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">trainData.origin = categorical(string(trainData.host) + string(trainData.process));<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">trainData.host = categorical(trainData.host);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">trainData.process = categorical(trainData.process);<\/span><\/div>\n<\/div>\n<\/div>\n<h3 id=\"H_D293FC12\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 17px; font-weight: bold; text-align: left;\">\u6642\u7cfb\u5217\u306e\u78ba\u8a8d<\/h3>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u3053\u3053\u3067\u306f host\/process \u6bce\u306b\u30c7\u30fc\u30bf\u3001\u7279\u306b\u6642\u523b\u30c7\u30fc\u30bf\u3092\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3059\u3002\u30d1\u30c3\u3068\u898b\u305f\u3068\u3053\u308d\u6642\u523b\u30c7\u30fc\u30bf\u306f\u304d\u308c\u3044\u306b\u4e26\u3093\u3067\u3044\u308b\u3088\u3046\u3067\u3059\u304c\u3001timestamp \u306e\u6700\u5927\u3001\u6700\u5c0f\u3001\u6642\u9593\u9593\u9694\u3092\u5ff5\u306e\u305f\u3081\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #028009;\">% \u30b0\u30eb\u30fc\u30d7\u8981\u7d04\u306e\u8a08\u7b97<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">Gstats = groupsummary(trainData,[<span style=\"color: #aa04f9;\">&#8220;host&#8221;<\/span>,<span style=\"color: #aa04f9;\">&#8220;process&#8221;<\/span>],{<span style=\"color: #aa04f9;\">&#8220;max&#8221;<\/span>,<span style=\"color: #aa04f9;\">&#8220;min&#8221;<\/span>,<span style=\"color: #0e00ff;\">&#8230;<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> @(x) {unique(diff(x))}},<span style=\"color: #aa04f9;\">&#8220;timestamp&#8221;<\/span>)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableTableElement\" style=\"width: calc(100% - 5px);\" data-testid=\"output_5\">\n<div id=\"variableeditor_client_Document_1\" class=\"ClientDocument veSpecifier table DataFitToViewport\" tabindex=\"0\">\n<div class=\"summaryBar\" style=\"font-size: 12px; font-family: Consolas, Inconsolata, Menlo, monospace;\">Gstats = <span style=\"color: #b3b3b3; font-style: normal;\">2\u00d76 table <\/span><\/div>\n<div id=\"variableeditor_TableViewModel_1\" class=\"table ClientViewDiv hasSummaryBar\" style=\"width: 100%; overflow: auto;\" data-viewid=\"__1\">\n<table style=\"border-spacing: 0px; border-collapse: collapse;\" cellspacing=\"0\">\n<thead>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\"><\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">host<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">process<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 118px; min-width: 118px; max-width: 118px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">GroupCount<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 142px; min-width: 142px; max-width: 142px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">max_timestamp<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 142px; min-width: 142px; max-width: 142px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">min_timestamp<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">fun1_timestamp<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">1<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">lphost17<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">wls1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 118px; min-width: 118px; max-width: 118px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">99396<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 142px; min-width: 142px; max-width: 142px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2015-04-16\u00a010:46:00<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 142px; min-width: 142px; max-width: 142px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2015-02-06\u00a004:44:00<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">10\u00d71\u00a0duration<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">2<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">lphost17<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">wls2<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 118px; min-width: 118px; max-width: 118px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">99402<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 142px; min-width: 142px; max-width: 142px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2015-04-16\u00a010:46:00<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 142px; min-width: 142px; max-width: 142px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2015-02-06\u00a004:44:00<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">9\u00d71\u00a0duration<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u30c7\u30fc\u30bf\u6570\u306f wls1\/wls2 \u3068\u3082\u306b\u5927\u4f53\u540c\u3058\u3002\u8a08\u6e2c\u958b\u59cb\u30fb\u7d42\u4e86\u6642\u523b\u3082\u540c\u3058\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u6642\u9593\u30b9\u30c6\u30c3\u30d7\u5e45\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306b\u95a2\u6570\u30cf\u30f3\u30c9\u30eb\u3092\u4f7f\u3063\u3066 @(x) {unique(diff(x))} \u3068\u3044\u3046\u51e6\u7406\u3092\u52a0\u3048\u3066\u3044\u307e\u3059\u3002process = wls1 \u306e\u30c7\u30fc\u30bf\u3092\u898b\u308b\u3068<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-radius: 4px 4px 0px 0px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; border: 1px solid #e9e9e9;\"><span style=\"white-space: pre;\">Gstats.fun1_timestamp{1}<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsTextMatrixElement embeddedOutputsVariableMatrixElement\" style=\"width: 1138px; white-space: normal; font-style: normal; color: #404040; font-size: 12px;\" data-testid=\"output_6\" data-width=\"1108\">\n<div class=\"matrixElement veSpecifier saveLoad eoOutputContent\" style=\"white-space: normal; font-style: normal; color: #404040; font-size: 12px;\">\n<div class=\"veVariableName variableNameElement\" style=\"width: 1108px; white-space: normal; font-style: normal; color: #404040; font-size: 12px;\">\n<div class=\"headerElementClickToInteract\" style=\"white-space: normal; font-style: normal; color: #404040; font-size: 12px;\"><span style=\"white-space: normal; font-style: normal; color: #404040; font-size: 12px;\">ans = <\/span><span class=\"veVariableValueSummary headerElement\" style=\"white-space: normal; font-style: normal; color: #b3b3b3; font-size: 12px;\">10\u00d71 duration<\/span><\/div>\n<\/div>\n<div class=\"valueContainer\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-layout=\"{&quot;totalRows&quot;:&quot;10&quot;,&quot;totalColumns&quot;:&quot;1&quot;}\">\n<div class=\"variableValue\" style=\"width: 82px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\">00:01:00<br \/>\n00:02:00<br \/>\n00:03:00<br \/>\n00:06:00<br \/>\n00:07:00<br \/>\n00:11:00<br \/>\n00:12:00<br \/>\n00:21:00<br \/>\n01:01:00<br \/>\n03:33:00<\/div>\n<div class=\"horizontalEllipsis hide\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\"><\/div>\n<div class=\"verticalEllipsis hide\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u3068 1 \u5206\u304b\u3089 3 \u6642\u9593\u307e\u3067\u3070\u3089\u3064\u304d\u307e\u3059\u306d\u3002\u3053\u306e\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3067\u306f\u3053\u306e\u70b9\u306b\u3064\u3044\u3066\u7279\u306b\u51e6\u7f6e\u306f\u884c\u308f\u305a\u3053\u306e\u307e\u307e\u9032\u3081\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u306b\u3064\u3044\u3066\u306f <a href=\"https:\/\/jp.mathworks.com\/help\/matlab\/preprocessing-data.html\">\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\uff1a\u30c7\u30fc\u30bf \u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3001\u5e73\u6ed1\u5316\u3001\u30b0\u30eb\u30fc\u30d7\u5316<\/a>\u3067\u7d39\u4ecb\u3057\u3066\u3044\u308b\u5185\u5bb9\u304c\u5f79\u7acb\u3064\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/div>\n<h3 id=\"H_334B57D0\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 17px; font-weight: bold; text-align: left;\">\u7570\u5e38\u306e\u767a\u751f\u72b6\u6cc1\u30d7\u30ed\u30c3\u30c8<\/h3>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u5b66\u7fd2\u30c7\u30fc\u30bf\u5185\u306e\u7570\u5e38\u767a\u751f\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">uniqueOri = unique(trainData.origin);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">figure(1)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">tiledlayout(<span style=\"color: #aa04f9;\">&#8220;flow&#8221;<\/span>);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">for <\/span>ii=1:length(uniqueOri)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> idx = trainData.origin == uniqueOri(ii);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> tmp = trainData(idx,:);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> nexttile<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> yyaxis <span style=\"color: #aa04f9;\">left<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> plot(tmp.timestamp,tmp.Anomaly,LineWidth=2)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> ylabel(<span style=\"color: #aa04f9;\">&#8220;Anomaly&#8221;<\/span>)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> hold <span style=\"color: #aa04f9;\">on<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> difftimestep = [0; diff(tmp.timestamp)];<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> yyaxis <span style=\"color: #aa04f9;\">right<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> plot(tmp.timestamp, minutes(difftimestep),LineWidth=2)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> ylabel(<span style=\"color: #aa04f9;\">&#8220;Interval (minutes)&#8221;<\/span>)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> hold <span style=\"color: #aa04f9;\">off<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> title(uniqueOri(ii))<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">end<\/span><\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsFigure\" style=\"width: 1138px;\" data-testid=\"output_7\">\n<div class=\"figureElement eoOutputContent\"><img decoding=\"async\" class=\"figureImage figureContainingNode\" style=\"width: 560px;\" src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2022\/02\/benchmark_SoftwareAnomaly_blog_2.png\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">wls1 \u3067\u306f 5 \u56de\u3001wls2 \u3067\u306f 2 \u56de\u7570\u5e38\u304c\u767a\u751f\u3057\u3066\u3044\u307e\u3059\u3002\u6642\u9593\u30b9\u30c6\u30c3\u30d7\u306e\u63fa\u3089\u304e\u5408\u308f\u305b\u3066\u30d7\u30ed\u30c3\u30c8\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u7570\u5e38\u767a\u751f\u3068\u540c\u6642\u306b\u8d77\u3053\u3063\u3066\u3044\u308b\u5834\u5408\u3082\u3042\u308c\u3070\u95a2\u4fc2\u306a\u304f\u767a\u751f\u3057\u3066\u3044\u308b\u7b87\u6240\u3082\u3042\u308a\u307e\u3059\u3002<\/div>\n<h3 id=\"H_DC72C9CC\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 17px; font-weight: bold; text-align: left;\">\u8aac\u660e\u5909\u6570\u306e\u7d5e\u308a\u8fbc\u307f<\/h3>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u8aac\u660e\u5909\u6570\u304c\u7d04 170 \u500b\u3068\u591a\u3044\u306e\u3067\u3001\u30b5\u30af\u30c3\u3068\u8a08\u7b97\u3055\u305b\u308b\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u5909\u6570\u3092\u7d5e\u308a\u8fbc\u307f\u307e\u3059\u3002\u7d5e\u308a\u8fbc\u3080\u65b9\u6cd5\u306f\u591a\u6570\u8003\u3048\u3089\u308c\u307e\u3059\u304c\u3053\u3061\u3089\u306e\u30d8\u30eb\u30d7\u30da\u30fc\u30b8\uff08<a href=\"https:\/\/jp.mathworks.com\/help\/stats\/feature-selection.html\">\u7279\u5fb4\u9078\u629e\u306e\u7d39\u4ecb<\/a>\uff09\u3082\u53c2\u8003\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3053\u3053\u3067\u306f Anomaly \u3068\u76f8\u95a2\u304c\u9ad8\u3044\u3082\u306e\u3001\u305d\u3057\u3066\u76f8\u4e92\u306b\u76f8\u95a2\u304c\u9ad8\u3044\u3082\u306e\u306f\u7247\u65b9\u3060\u3051\u3092\u6b8b\u3059\u3053\u3068\u306b\u3057\u307e\u3059\u3002timestamp, host, process \u4ee5\u5916\u306e\u6570\u5024\u30c7\u30fc\u30bf\u3092\u5bfe\u8c61\u3068\u3057\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">S = vartype(<span style=\"color: #aa04f9;\">&#8220;numeric&#8221;<\/span>);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">features = trainData(:,S); <span style=\"color: #028009;\">% \u6570\u5024\u30c7\u30fc\u30bf\u3060\u3051\u53d6\u308a\u51fa\u3059<\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><a href=\"https:\/\/jp.mathworks.com\/help\/matlab\/ref\/corrcoef.html\">corrcoef<\/a> \u95a2\u6570\u3067\u76f8\u4e92\u76f8\u95a2\u3092\u8a08\u7b97\u3057\u3066\u3001Anomaly \u3068\u306e\u76f8\u95a2\u4fc2\u6570\u306e\u7d76\u5bfe\u5024\uff08\uff11\u884c\u76ee\uff09\u3092\u6607\u9806\u306b\u4e26\u3079\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">R = corrcoef(features.Variables);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">[Rsort,idx] = sort(abs(R(1,:)),<span style=\"color: #aa04f9;\">&#8216;descend&#8217;<\/span>,<span style=\"color: #aa04f9;\">&#8216;MissingPlacement&#8217;<\/span>,<span style=\"color: #aa04f9;\">&#8216;last&#8217;<\/span>);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">figure<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">bar(Rsort(2:end))<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">title(<span style=\"color: #aa04f9;\">&#8220;Anomaly \u3068\u306e\u76f8\u95a2\u4fc2\u6570\u7d76\u5bfe\u5024&#8221;<\/span>)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsFigure\" style=\"width: 1138px;\" data-testid=\"output_8\">\n<div class=\"figureElement eoOutputContent\"><img decoding=\"async\" class=\"figureImage figureContainingNode\" style=\"width: 560px;\" src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2022\/02\/benchmark_SoftwareAnomaly_blog_3.png\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u6b21\u306b Anomaly \u3068\u306e\u76f8\u95a2\u4fc2\u6570\uff08\u7d76\u5bfe\u5024\uff09\u304c\u4e0a\u4f4d 30 \u306e\u5909\u6570\u306b\u7d5e\u3063\u3066\u3001\u76f8\u4e92\u76f8\u95a2\u3092\u898b\u3066\u307f\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">features30 = features(:,idx(1:30));<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">figure<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">R = corrcoef(features30.Variables);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">heatmap(abs(R))<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">title(<span style=\"color: #aa04f9;\">&#8220;\u76f8\u4e92\u76f8\u95a2\uff08\u7d76\u5bfe\u5024\uff09&#8221;<\/span>)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsFigure\" style=\"width: 1138px;\" data-testid=\"output_9\">\n<div class=\"figureElement eoOutputContent\"><img decoding=\"async\" class=\"figureImage figureContainingNode\" style=\"width: 560px;\" src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2022\/02\/benchmark_SoftwareAnomaly_blog_4.png\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u8aac\u660e\u5909\u6570\u9593\u3067\u3082\u76f8\u95a2\u4fc2\u6570\u304c\u9ad8\u3044\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u9ad8\u3044\uff080.9 \u4ee5\u4e0a\uff09\u3082\u306e\u306f\u540c\u3058\u60c5\u5831\u3092\u6301\u3063\u3066\u3044\u308b\u3068\u307f\u306a\u3057\u3066\u7247\u65b9\u3060\u3051\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u66f4\u306b\u5909\u6570\u3092\u7d5e\u308a\u8fbc\u307f\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">absR = abs(R);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">tmp = triu(absR&gt;0.9,1); <span style=\"color: #028009;\">% \u884c\u5217\u306e\u4e0a\u4e09\u89d2\u90e8\u5206<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">[row,col] = ind2sub(size(absR),find(tmp)); <span style=\"color: #028009;\">% 0.9 \u4ee5\u4e0a\u306e\u4f4d\u7f6e<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">idxDiag = row == col;<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">row = row(~idxDiag);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">col = col(~idxDiag); <span style=\"color: #028009;\">% 0.9 \u672a\u6e80\u306e\u3082\u306e\u3060\u3051\u6b8b\u3059<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">figure<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">features2use = features30;<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">features2use(:,col) = [];<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">R = corrcoef(features2use.Variables);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">figure<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">heatmap(abs(R))<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsFigure\" style=\"width: 1138px;\" data-testid=\"output_10\">\n<div class=\"figureElement eoOutputContent\"><img decoding=\"async\" class=\"figureImage figureContainingNode\" style=\"width: 560px;\" src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2022\/02\/benchmark_SoftwareAnomaly_blog_5.png\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">Anomaly \u542b\u3081\u3066 23 \u500b\u6b8b\u308a\u307e\u3057\u305f\u3002\u5909\u6570\u306e\u540d\u524d\uff08Anomaly \u3068\u306e\u76f8\u95a2\uff08\u7d76\u5bfe\u5024\uff09\u304c\u9ad8\u3044\u9806\uff09\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-radius: 4px 4px 0px 0px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; border: 1px solid #e9e9e9;\"><span style=\"white-space: pre;\">varnames = features2use.Properties.VariableNames&#8217;<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsTextMatrixElement embeddedOutputsVariableMatrixElement\" style=\"width: 1138px; white-space: normal; font-style: normal; color: #404040; font-size: 12px;\" data-testid=\"output_11\" data-width=\"1108\">\n<div class=\"matrixElement veSpecifier saveLoad eoOutputContent\" style=\"white-space: normal; font-style: normal; color: #404040; font-size: 12px;\">\n<div class=\"veVariableName variableNameElement\" style=\"width: 1108px; white-space: normal; font-style: normal; color: #404040; font-size: 12px;\">\n<div class=\"headerElementClickToInteract\" style=\"white-space: normal; font-style: normal; color: #404040; font-size: 12px;\"><span style=\"white-space: normal; font-style: normal; color: #404040; font-size: 12px;\">varnames = <\/span><span class=\"veVariableValueSummary headerElement\" style=\"white-space: normal; font-style: normal; color: #b3b3b3; font-size: 12px;\">23\u00d71 cell<\/span><\/div>\n<\/div>\n<div class=\"valueContainer\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-layout=\"{&quot;totalRows&quot;:&quot;23&quot;,&quot;totalColumns&quot;:&quot;1&quot;}\">\n<div class=\"variableValue\" style=\"width: 428px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\">&#8216;Anomaly&#8217;<br \/>\n&#8216;GCTime__incld_dx_MXBean_java_lang_name_PSMarkSweep_type_Garbage&#8217;<br \/>\n&#8216;GCActivity__incld_dx_MXBean_java_lang_name_PSMarkSweep_type_Gar&#8217;<br \/>\n&#8216;ActiveConnections__MXBean_com_bea_Name_source09_Type_JDBCConnec&#8217;<br \/>\n&#8216;NoData&#8217;<br \/>\n&#8216;ProcessCPU__MXBean_java_lang_type_OperatingSystem__ProcessCpuLo&#8217;<br \/>\n&#8216;LastGCDuration__MXBean_java_lang_name_PSMarkSweep_type_GarbageC&#8217;<br \/>\n&#8216;SystemCPU__MXBean_java_lang_type_OperatingSystem__SystemCpuLoad&#8217;<br \/>\n&#8216;LastGCDuration__MXBean_java_lang_name_PSScavenge_type_GarbageCo&#8217;<br \/>\n&#8216;ProcessCPU___Process_java__CPU_&#8217;<\/div>\n<div class=\"horizontalEllipsis hide\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\"><\/div>\n<div class=\"verticalEllipsis\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2 id=\"H_BE48F510\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 20px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: bold; text-align: left;\">\u4e88\u6e2c\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2<\/h2>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u6b21\u306f\u3053\u306e\u5909\u6570\u3067\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u4f5c\u3063\u3066\u307f\u307e\u3059\u3002<\/div>\n<h3 id=\"H_1DBB33A8\" style=\"margin: 15px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 17px; font-weight: bold; text-align: left;\">\u5b66\u7fd2\u306b\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u533a\u9593\u306e\u5207\u308a\u51fa\u3057<\/h3>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u4e0a\u3067\u898b\u305f\u901a\u308a\u6b63\u5e38\uff08Anomaly = 0\uff09\u306e\u30c7\u30fc\u30bf\u304c\u591a\u3044\u305f\u3081\u3001\u6b63\u5e38\u30c7\u30fc\u30bf\u306e\u30a2\u30f3\u30c0\u30fc\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u306e\u70ba\u4ee5\u4e0b\u306e\u64cd\u4f5c\u3092\u884c\u3044\u307e\u3059\u3002<\/div>\n<ul style=\"margin: 10px 0px 20px; padding-left: 0px; font-family: Helvetica, Arial, sans-serif; font-size: 14px;\">\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\">\u7570\u5e38\u767a\u751f\u7b87\u6240\u3092\u78ba\u8a8d\u3057\u7570\u5e38\u533a\u9593\u306e\u9577\u3055\uff08\u30c7\u30fc\u30bf\u70b9\u6570\uff09\u3092\u78ba\u8a8d<\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\">\u7570\u5e38\u4e2d\uff08Anomaly = 1) \u306e\u524d\u5f8c\u306b\u7570\u5e38\u533a\u9593\u306e\u9577\u3055\u5206\u306e\u30c7\u30fc\u30bf\u3092\u52a0\u3048\u305f\u533a\u9593\u3092\u62bd\u51fa<\/li>\n<\/ul>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">dataSeg = []; <span style=\"color: #028009;\">% \u30c7\u30fc\u30bf\u78ba\u4fdd\u7528\u5909\u6570<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">dataOri = []; <span style=\"color: #028009;\">% \u30c7\u30fc\u30bf\u5143<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">dataAll = []; <span style=\"color: #028009;\">% \u30c7\u30fc\u30bf\u78ba\u4fdd\u7528\u5909\u6570(\u5358\u7d14\u306b\u7e4b\u3052\u305f\u3082\u306e)<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">uniqueOri = unique(trainData.origin)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsTextMatrixElement embeddedOutputsVariableMatrixElement\" style=\"width: 1138px; white-space: normal; font-style: normal; color: #404040; font-size: 12px;\" data-testid=\"output_12\" data-width=\"1108\">\n<div class=\"matrixElement veSpecifier saveLoad eoOutputContent\" style=\"white-space: normal; font-style: normal; color: #404040; font-size: 12px;\">\n<div class=\"veVariableName variableNameElement\" style=\"width: 1108px; white-space: normal; font-style: normal; color: #404040; font-size: 12px;\">\n<div class=\"headerElementClickToInteract\" style=\"white-space: normal; font-style: normal; color: #404040; font-size: 12px;\"><span style=\"white-space: normal; font-style: normal; color: #404040; font-size: 12px;\">uniqueOri = <\/span><span class=\"veVariableValueSummary headerElement\" style=\"white-space: normal; font-style: normal; color: #b3b3b3; font-size: 12px;\">2\u00d71 categorical<\/span><\/div>\n<\/div>\n<div class=\"valueContainer\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-layout=\"{&quot;totalRows&quot;:&quot;2&quot;,&quot;totalColumns&quot;:&quot;1&quot;}\">\n<div class=\"variableValue\" style=\"width: 82px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\">lphost17wls1<br \/>\nlphost17wls2<\/div>\n<div class=\"horizontalEllipsis hide\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\"><\/div>\n<div class=\"verticalEllipsis hide\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #028009;\">%\u3000\u6ce8\u610f\uff1a\u30b9\u30bf\u30fc\u30c8\u3068\u30a8\u30f3\u30c9\u306f\u6b63\u5e38\u3067\u3042\u308b\u3053\u3068\u304c\u524d\u63d0(lphost7 \u306e\u30c7\u30fc\u30bf\u306fOK)<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">for <\/span>ii=1:length(uniqueOri)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> idx = trainData.origin == uniqueOri(ii);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> tmp = trainData(idx,varnames);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #028009;\">% \u4ee5\u4e0b\u3092\u63a2\u3057\u307e\u3059\u3002<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #028009;\">% 0\u304b\u30891\u306b\u5909\u5316\u3059\u308b\u7b87\u6240: anomaly starts<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #028009;\">% 1\u304b\u30890\u306b\u5909\u5316\u3059\u308b\u7b87\u6240: anomaly ends<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> isAnomaly1 = tmp.Anomaly;<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> isAnomaly2 = [0; isAnomaly1(1:end-1)];<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> isChange = xor(isAnomaly1, isAnomaly2); <span style=\"color: #028009;\">% \u5909\u5316\u70b9\u691c\u77e5<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> posFalls = find(isChange &amp; isAnomaly2); <span style=\"color: #028009;\">% 1 -&gt; 0 (end)<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> posRises = find(isChange &amp; ~isAnomaly2); <span style=\"color: #028009;\">% 0 -&gt; 1 (start)<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #0e00ff;\">for <\/span>jj=1:length(posRises)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> duration = 1*(posFalls(jj) &#8211; posRises(jj));<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #0e00ff;\">if <\/span>posRises(jj) &#8211; duration &gt; 0<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> idxStart = posRises(jj) &#8211; duration;<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #0e00ff;\">else<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> idxStart = 1;<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #0e00ff;\">end<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #0e00ff;\">if <\/span>posFalls(jj) + duration &lt; height(tmp)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> idxEnd = posFalls(jj) + duration;<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #0e00ff;\">else<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> idxEnd = height(tmp);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #0e00ff;\">end<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> dataSeg = [dataSeg; {tmp(idxStart:idxEnd,:)}];<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> dataAll = [dataAll; tmp(idxStart:idxEnd,:)];<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> dataOri = [dataOri; uniqueOri(ii)];<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #0e00ff;\">end<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">end<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">tabulate(dataAll.Anomaly)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsTextElement\" style=\"width: 1138px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-testid=\"output_13\">\n<div class=\"textElement eoOutputContent\" style=\"max-height: 261px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-width=\"1108\" data-height=\"46\" data-hashorizontaloverflow=\"false\">Value Count Percent<br \/>\n0 1318 64.70%<br \/>\n1 719 35.30%<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u6b63\u5e38 (0) \u3068\u7570\u5e38 (1) \u306e\u30c7\u30fc\u30bf\u6bd4\u304c 2:1 \u7a0b\u5ea6\u3067\u3059\u3002<\/div>\n<h4 id=\"H_AF49FB3B\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: bold; text-align: left;\">\u5207\u308a\u51fa\u3057\u90e8\u5206\u306e\u30d7\u30ed\u30c3\u30c8<\/h4>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u307e\u305a\u5358\u7d14\u306b\u7e4b\u3052\u3066\u30d7\u30ed\u30c3\u30c8\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">figure<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">area(dataAll.Anomaly)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">title(<span style=\"color: #aa04f9;\">&#8220;Anomaly&#8221;<\/span>)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">xlabel(<span style=\"color: #aa04f9;\">&#8220;data points&#8221;<\/span>)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsFigure\" style=\"width: 1138px;\" data-testid=\"output_14\">\n<div class=\"figureElement eoOutputContent\"><img decoding=\"async\" class=\"figureImage figureContainingNode\" style=\"width: 560px;\" src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2022\/02\/benchmark_SoftwareAnomaly_blog_6.png\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u7570\u5e38\u7b87\u6240\u6bce\u306b\u5206\u3051\u3066\u30d7\u30ed\u30c3\u30c8\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">figure<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">tiledlayout(<span style=\"color: #aa04f9;\">&#8216;flow&#8217;<\/span>);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">for <\/span>ii=1:length(dataSeg)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> nexttile<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> tmp = dataSeg{ii};<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> area(tmp.Anomaly,<span style=\"color: #aa04f9;\">&#8216;LineWidth&#8217;<\/span>,2)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> title(dataOri(ii));<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">end<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">hold <span style=\"color: #aa04f9;\">off<\/span><\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsFigure\" style=\"width: 1138px;\" data-testid=\"output_15\">\n<div class=\"figureElement eoOutputContent\"><img decoding=\"async\" class=\"figureImage figureContainingNode\" style=\"width: 560px;\" src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2022\/02\/benchmark_SoftwareAnomaly_blog_7.png\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3 id=\"H_6C8D5DC4\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 17px; font-weight: bold; text-align: left;\">\u4e88\u6e2c\u30e2\u30c7\u30eb\u5b66\u7fd2 LSTM<\/h3>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u307e\u305a\u306f\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3068\u3057\u3066\u3067\u306f\u306a\u304f\u3001\u5358\u7d14\u306b\u5404\u89b3\u6e2c\u5024\u3092\u72ec\u7acb\u3057\u305f\u3082\u306e\u3068\u307f\u3066\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u4f5c\u3063\u3066\u307f\u308b\u306e\u3082\u624b\u3067\u3059\u3002\u3053\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u306f\u7701\u7565\u3057\u307e\u3059\u304c\u3053\u3061\u3089\u306e\u30da\u30fc\u30b8\uff08<a href=\"https:\/\/jp.mathworks.com\/help\/stats\/classification-model-building-and-assessment.html\">\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u3068\u8a55\u4fa1\uff1a\u7279\u5fb4\u9078\u629e\u3001\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u30e2\u30c7\u30eb\u9078\u629e\u3001\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306e\u6700\u9069\u5316<\/a>\uff09\u304c\u53c2\u8003\u306b\u306a\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u3053\u3053\u3067\u306f LSTM \u3092\u4f7f\u3063\u3066\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u4f5c\u3063\u3066\u307f\u307e\u3059\u3002\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u5206\u985e\u554f\u984c\u3068\u3057\u3066<a href=\"https:\/\/jp.mathworks.com\/help\/deeplearning\/ug\/sequence-to-sequence-classification-using-deep-learning.html\">\u6df1\u5c64\u5b66\u7fd2\u3092\u4f7f\u7528\u3057\u305f sequence-to-sequence \u5206\u985e<\/a>\u3092\u53c2\u8003\u3057\u307e\u3059\u3002<a href=\"https:\/\/jp.mathworks.com\/help\/deeplearning\/deep-learning-with-time-series-sequences-and-text.html\">\u6642\u7cfb\u5217\u3001\u30b7\u30fc\u30b1\u30f3\u30b9\u3001\u304a\u3088\u3073\u30c6\u30ad\u30b9\u30c8\u3092\u4f7f\u7528\u3057\u305f\u6df1\u5c64\u5b66\u7fd2<\/a>\u306e\u30da\u30fc\u30b8\u3082\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u306b\u95a2\u3059\u308b\u60c5\u5831\u5143\u3068\u3057\u3066\u53c2\u8003\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/div>\n<h4 id=\"H_BF19CCFC\" style=\"margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: bold; text-align: left;\">\u30c7\u30fc\u30bf\u306e\u5206\u5272<\/h4>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u4e0a\u3067\u4f5c\u3063\u305f\u5404\u7570\u5e38\u533a\u9593\u306e\u30c7\u30fc\u30bf\uff08dataSeg\uff09\u3092\u4f7f\u7528\u3057\u307e\u3059\u304c\u3001\u307e\u305a\u306f\u5b66\u7fd2\u7528\u3068\u30c6\u30b9\u30c8\u7528\u306b\u5206\u5272\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u30c7\u30fc\u30bf\u5143\uff08lphost17wls1 or lphost17wls2\uff09\u3067\u5c64\u5316\u3055\u305b\u3066\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u691c\u8a3c\u30c7\u30fc\u30bf\u3092\u5206\u5272\u3057\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">rng(0) <span style=\"color: #028009;\">% \u540c\u3058\u7d50\u679c\u304c\u518d\u73fe\u3059\u308b\u3088\u3046\u306b\u4e71\u6570\u30b7\u30fc\u30c8\u3092\u56fa\u5b9a<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">cv = cvpartition(dataOri,<span style=\"color: #aa04f9;\">&#8216;Holdout&#8217;<\/span>,0.4);<\/span><\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u5b66\u7fd2\u30c7\u30fc\u30bf\uff086\u30bb\u30c3\u30c8\uff09<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-radius: 4px 4px 0px 0px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; border: 1px solid #e9e9e9;\"><span style=\"white-space: pre;\">trainSeg = dataSeg(cv.training)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableTableElement\" style=\"width: calc(100% - 5px);\" data-testid=\"output_16\">\n<div id=\"variableeditor_client_Document_2\" class=\"ClientDocument veSpecifier table DataFitToViewport\" tabindex=\"0\">\n<div class=\"summaryBar\" style=\"font-size: 12px; font-family: Consolas, Inconsolata, Menlo, monospace;\">trainSeg = <span style=\"color: #b3b3b3; font-style: normal;\">6\u00d71 cell <\/span><\/div>\n<div id=\"variableeditor_TableViewModel_2\" class=\"cell ClientViewDiv hasSummaryBar\" style=\"width: 100%; overflow: auto;\" data-viewid=\"__1\">\n<table style=\"border-spacing: 0px; border-collapse: collapse;\" cellspacing=\"0\">\n<thead>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\"><\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">1<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">1<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">391\u00d723\u00a0table<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">2<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">70\u00d723\u00a0table<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">3<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">115\u00d723\u00a0table<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">4<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">436\u00d723\u00a0table<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">5<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">79\u00d723\u00a0table<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">6<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">388\u00d723\u00a0table<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u691c\u8a3c\u30c7\u30fc\u30bf\uff083\u30bb\u30c3\u30c8\uff09<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-radius: 4px 4px 0px 0px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; border: 1px solid #e9e9e9;\"><span style=\"white-space: pre;\">testSeg = dataSeg(cv.test)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableTableElement\" style=\"width: calc(100% - 5px);\" data-testid=\"output_17\">\n<div id=\"variableeditor_client_Document_3\" class=\"ClientDocument veSpecifier table DataFitToViewport\" tabindex=\"0\">\n<div class=\"summaryBar\" style=\"font-size: 12px; font-family: Consolas, Inconsolata, Menlo, monospace;\">testSeg = <span style=\"color: #b3b3b3; font-style: normal;\">3\u00d71 cell <\/span><\/div>\n<div id=\"variableeditor_TableViewModel_3\" class=\"cell ClientViewDiv hasSummaryBar\" style=\"width: 100%; overflow: auto;\" data-viewid=\"__1\">\n<table style=\"border-spacing: 0px; border-collapse: collapse;\" cellspacing=\"0\">\n<thead>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\"><\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">1<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">1<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">82\u00d723\u00a0table<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">2<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">457\u00d723\u00a0table<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">3<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">19\u00d723\u00a0table<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">LSTM \u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u3001\u5404\u6642\u7cfb\u5217\u30bb\u30b0\u30e1\u30f3\u30c8\u3068\u30e9\u30d9\u30eb\u30c7\u30fc\u30bf\u3092\u30bb\u30eb\u914d\u5217\u3068\u3057\u3066\u6210\u5f62\u3057\u307e\u3059\u3002generateDataset4LSTM \u95a2\u6570\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u4e0b\u90e8\u306b\u30ed\u30fc\u30ab\u30eb\u95a2\u6570\u3068\u3057\u3066\u5b9a\u7fa9\u3057\u3066\u3044\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">[xTrain,yTrain] = generateDataset4LSTM(trainSeg); <span style=\"color: #028009;\">% \u5b66\u7fd2\u30c7\u30fc\u30bf<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">[xTest,yTest] = generateDataset4LSTM(testSeg); <span style=\"color: #028009;\">% \u30c6\u30b9\u30c8\u30c7\u30fc\u30bf<\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u3053\u3093\u306a\u5f62\u3067\u3059\u3002\u30bb\u30eb\u306e\u4e2d\u8eab\u306f 22 \u500b\u306e\u7279\u5fb4\u91cf\u304c 22 x N \u306e\u5f62\u3067\u4e26\u3093\u3067\u3044\u308b\u3053\u3068\u306b\u6ce8\u610f\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-radius: 4px 4px 0px 0px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; border: 1px solid #e9e9e9;\"><span style=\"white-space: pre;\">xTrain<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableTableElement\" style=\"width: calc(100% - 5px);\" data-testid=\"output_18\">\n<div id=\"variableeditor_client_Document_4\" class=\"ClientDocument veSpecifier table DataFitToViewport\" tabindex=\"0\">\n<div class=\"summaryBar\" style=\"font-size: 12px; font-family: Consolas, Inconsolata, Menlo, monospace;\">xTrain = <span style=\"color: #b3b3b3; font-style: normal;\">6\u00d71 cell <\/span><\/div>\n<div id=\"variableeditor_TableViewModel_4\" class=\"cell ClientViewDiv hasSummaryBar\" style=\"width: 100%; overflow: auto;\" data-viewid=\"__1\">\n<table style=\"border-spacing: 0px; border-collapse: collapse;\" cellspacing=\"0\">\n<thead>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\"><\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">1<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">1<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">22\u00d7391\u00a0double<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">2<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">22\u00d770\u00a0double<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">3<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">22\u00d7115\u00a0double<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">4<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">22\u00d7436\u00a0double<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">5<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">22\u00d779\u00a0double<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">6<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">22\u00d7388\u00a0double<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4 id=\"H_35E8F727\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: bold; text-align: left;\">\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u7bc9<\/h4>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u8a66\u3057\u306b\u96a0\u308c\u30e6\u30cb\u30c3\u30c8\u6570 100 \u306e LSTM \u5c64\u3092 2 \u5c64\u3068\u3057\u3066\u307f\u307e\u3059\u3002\u3053\u306e\u8fba\u306f\u6700\u9069\u5316\u3059\u308b\u4f59\u5730\u306f\u305f\u304f\u3055\u3093\u3042\u308a\u305d\u3046\u3067\u3059\u3002<a href=\"https:\/\/jp.mathworks.com\/help\/deeplearning\/ref\/experimentmanager-app.html\">\u5b9f\u9a13\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u30a2\u30d7\u30ea<\/a>\u304c\u5f79\u306b\u7acb\u3064\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">numFeatures = 22; <span style=\"color: #028009;\">% \u7279\u5fb4\u91cf\u5909\u6570\u306e\u6570<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">numHiddenUnits = 100; <span style=\"color: #028009;\">% \u96a0\u308c\u30e6\u30cb\u30c3\u30c8\u6570<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">numClasses = 2; <span style=\"color: #028009;\">% \u4e88\u6e2c\u30af\u30e9\u30b9\u6570\uff08\u7570\u5e38\u30fb\u6b63\u5e38\uff09<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">layers = [ <span style=\"color: #0e00ff;\">&#8230;<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> sequenceInputLayer(numFeatures)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> lstmLayer(numHiddenUnits,<span style=\"color: #aa04f9;\">&#8216;OutputMode&#8217;<\/span>,<span style=\"color: #aa04f9;\">&#8216;sequence&#8217;<\/span>)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> lstmLayer(numHiddenUnits,<span style=\"color: #aa04f9;\">&#8216;OutputMode&#8217;<\/span>,<span style=\"color: #aa04f9;\">&#8216;sequence&#8217;<\/span>)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> fullyConnectedLayer(numClasses)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> softmaxLayer<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> classificationLayer(<span style=\"color: #aa04f9;\">&#8216;Classes&#8217;<\/span>,{<span style=\"color: #aa04f9;\">&#8216;0&#8217;<\/span>,<span style=\"color: #aa04f9;\">&#8216;1&#8217;<\/span>},<span style=\"color: #aa04f9;\">&#8216;ClassWeights&#8217;<\/span>,[1,2])]<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableStringElement\" style=\"width: 1138px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-testid=\"output_19\">\n<div class=\"textElement eoOutputContent\" style=\"max-height: 261px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-width=\"1108\" data-height=\"136\" data-hashorizontaloverflow=\"false\">\n<div style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\"><span class=\"variableNameElement\" style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\">layers = <\/span><\/div>\n<div style=\"white-space: pre; font-style: normal; color: #404040; font-size: 12px;\">\n<p>\u6b21\u306e\u5c64\u3092\u3082\u3064 6\u00d71 \u306e Layer \u914d\u5217:<\/p>\n<p>1 &#8221; \u30b7\u30fc\u30b1\u30f3\u30b9\u5165\u529b 22 \u6b21\u5143\u306e\u30b7\u30fc\u30b1\u30f3\u30b9\u5165\u529b<br \/>\n2 &#8221; LSTM 100 \u96a0\u308c\u30e6\u30cb\u30c3\u30c8\u306e\u3042\u308b LSTM<br \/>\n3 &#8221; LSTM 100 \u96a0\u308c\u30e6\u30cb\u30c3\u30c8\u306e\u3042\u308b LSTM<br \/>\n4 &#8221; \u5168\u7d50\u5408 2 \u5168\u7d50\u5408\u5c64<br \/>\n5 &#8221; \u30bd\u30d5\u30c8\u30de\u30c3\u30af\u30b9 \u30bd\u30d5\u30c8\u30de\u30c3\u30af\u30b9<br \/>\n6 &#8221; \u5206\u985e\u51fa\u529b \u30af\u30e9\u30b9 &#8216;0&#8217; \u304a\u3088\u3073 &#8216;1&#8217; \u306b\u3088\u308b\u30af\u30e9\u30b9\u52a0\u91cd crossentropyex<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u5206\u985e\u5c64\u306e\u8a2d\u5b9a\u3067\u91cd\u307f\u4ed8\u304d\u30af\u30ed\u30b9\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u640d\u5931\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u8a73\u7d30\u306f<a href=\"https:\/\/jp.mathworks.com\/help\/deeplearning\/ref\/classificationlayer.html?lang=en\">\u3053\u3061\u3089<\/a>\u306e classificationLayer \u306e\u30d8\u30eb\u30d7\u30da\u30fc\u30b8\uff08\u82f1\u8a9e\uff09\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/div>\n<h4 id=\"H_F71BEFEC\" style=\"margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: bold; text-align: left;\">\u5b66\u7fd2\u30aa\u30d7\u30b7\u30e7\u30f3\u8a2d\u5b9a<\/h4>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">options = trainingOptions(<span style=\"color: #aa04f9;\">&#8216;adam&#8217;<\/span>, <span style=\"color: #0e00ff;\">&#8230;<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #aa04f9;\">&#8216;MaxEpochs&#8217;<\/span>,10, <span style=\"color: #0e00ff;\">&#8230;<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #aa04f9;\">&#8216;MiniBatchSize&#8217;<\/span>,1, <span style=\"color: #0e00ff;\">&#8230;<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #aa04f9;\">&#8216;ValidationData&#8217;<\/span>, {xTest,yTest},<span style=\"color: #0e00ff;\">&#8230;<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #aa04f9;\">&#8216;Plots&#8217;<\/span>,<span style=\"color: #aa04f9;\">&#8216;training-progress&#8217;<\/span>);<\/span><\/div>\n<\/div>\n<\/div>\n<h4 id=\"H_B59EAEEE\" style=\"margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: bold; text-align: left;\">\u5b66\u7fd2<\/h4>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">rng(0) <span style=\"color: #028009;\">% \u540c\u3058\u7d50\u679c\u304c\u518d\u73fe\u3059\u308b\u3088\u3046\u306b\u4e71\u6570\u30b7\u30fc\u30c8\u3092\u56fa\u5b9a<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">net = trainNetwork(xTrain,yTrain,layers,options);<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsTextElement\" style=\"width: 1138px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-testid=\"output_20\">\n<div class=\"textElement eoOutputContent\" style=\"max-height: 261px; white-space: pre; font-style: normal; color: #404040; font-size: 12px;\" data-width=\"1108\" data-height=\"147\" data-hashorizontaloverflow=\"false\">\u5358\u4e00\u306e CPU \u3067\u5b66\u7fd2\u4e2d\u3002<br \/>\n\uff5c\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff5c<br \/>\n\uff5c\u3000\u3000\u30a8\u30dd\u30c3\u30af\u3000\u3000\uff5c\u3000\u3000\u53cd\u5fa9\u3000\u3000\uff5c\u3000\u3000\u3000\u3000\u3000\u7d4c\u904e\u6642\u9593\u3000\u3000\u3000\u3000\u3000\uff5c\u3000\u3000\u30df\u30cb\u30d0\u30c3\u30c1\u306e\u7cbe\u5ea6\u3000\u3000\uff5c\u3000\u3000\u691c\u8a3c\u7cbe\u5ea6\u3000\u3000\uff5c\u3000\u3000\u30df\u30cb\u30d0\u30c3\u30c1\u640d\u5931\u3000\u3000\uff5c\u3000\u3000\u691c\u8a3c\u640d\u5931\u3000\u3000\uff5c\u3000\u3000\u57fa\u672c\u5b66\u7fd2\u7387\u3000\u3000\uff5c<br \/>\n\uff5c\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\uff5c\u3000\u3000\u3000\u3000\u3000\u3000\uff5c\u3000\u3000\uff08\uff48\uff48\uff1a\uff4d\uff4d\uff1a\uff53\uff53\uff09\u3000\u3000\uff5c\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\uff5c\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\uff5c\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\uff5c\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\uff5c\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\uff5c<br \/>\n\uff5c\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff5c<br \/>\n\uff5c\u3000\u3000\u3000\u3000\u3000\u3000\uff11\u3000\uff5c\u3000\u3000\u3000\u3000\uff11\u3000\uff5c\u3000\u3000\u3000\u3000\u3000\uff10\uff10\uff1a\uff10\uff10\uff1a\uff10\uff13\u3000\uff5c\u3000\u3000\u3000\u3000\u3000\uff12\uff14\uff0e\uff10\uff15\uff05\u3000\uff5c\u3000\uff14\uff15\uff0e\uff16\uff18\uff05\u3000\uff5c\u3000\u3000\u3000\u3000\uff11\uff0e\uff10\uff19\uff12\uff18\u3000\uff5c\u3000\uff10\uff0e\uff19\uff11\uff17\uff13\u3000\uff5c\u3000\u3000\uff10\uff0e\uff10\uff10\uff11\uff10\u3000\uff5c<br \/>\n\uff5c\u3000\u3000\u3000\u3000\u3000\u3000\uff19\u3000\uff5c\u3000\u3000\u3000\uff15\uff10\u3000\uff5c\u3000\u3000\u3000\u3000\u3000\uff10\uff10\uff1a\uff10\uff10\uff1a\uff11\uff14\u3000\uff5c\u3000\u3000\u3000\u3000\u3000\uff19\uff13\uff0e\uff10\uff14\uff05\u3000\uff5c\u3000\uff17\uff12\uff0e\uff18\uff10\uff05\u3000\uff5c\u3000\u3000\u3000\u3000\uff10\uff0e\uff11\uff15\uff18\uff11\u3000\uff5c\u3000\uff10\uff0e\uff18\uff14\uff10\uff18\u3000\uff5c\u3000\u3000\uff10\uff0e\uff10\uff10\uff11\uff10\u3000\uff5c<br \/>\n\uff5c\u3000\u3000\u3000\u3000\u3000\uff11\uff10\u3000\uff5c\u3000\u3000\u3000\uff16\uff10\u3000\uff5c\u3000\u3000\u3000\u3000\u3000\uff10\uff10\uff1a\uff10\uff10\uff1a\uff11\uff17\u3000\uff5c\u3000\u3000\u3000\u3000\u3000\uff19\uff18\uff0e\uff16\uff12\uff05\u3000\uff5c\u3000\uff17\uff12\uff0e\uff19\uff11\uff05\u3000\uff5c\u3000\u3000\u3000\u3000\uff10\uff0e\uff10\uff15\uff13\uff11\u3000\uff5c\u3000\uff10\uff0e\uff18\uff13\uff18\uff11\u3000\uff5c\u3000\u3000\uff10\uff0e\uff10\uff10\uff11\uff10\u3000\uff5c<br \/>\n\uff5c\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff1d\uff5c<br \/>\n\u5b66\u7fd2\u7d42\u4e86: \u6700\u5927\u6570\u306e\u30a8\u30dd\u30c3\u30af\u304c\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002<\/div>\n<\/div>\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsFigure\" style=\"width: 1138px;\" data-testid=\"output_21\">\n<div class=\"figureElement eoOutputContent\"><img decoding=\"async\" class=\"figureImage figureContainingNode\" style=\"width: 800px;\" src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2022\/02\/benchmark_SoftwareAnomaly_blog_8.png\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u4fdd\u5b58\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-radius: 4px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; border: 1px solid #e9e9e9;\"><span style=\"white-space: pre;\">save(<span style=\"color: #aa04f9;\">&#8216;lstmnet_lphost17_LSTM.mat&#8217;<\/span>,<span style=\"color: #aa04f9;\">&#8216;net&#8217;<\/span>,<span style=\"color: #aa04f9;\">&#8216;varnames&#8217;<\/span>);<\/span><\/div>\n<\/div>\n<\/div>\n<h4 id=\"H_9DCC5581\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: bold; text-align: left;\">\u691c\u8a3c\u30c7\u30fc\u30bf\u3078\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3092\u518d\u78ba\u8a8d<\/h4>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">[yPred, scores] = classify(net,xTest);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">figure<\/span><\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u6df7\u540c\u884c\u5217\u3092\u63cf\u304d\u307e\u3059\uff08\u7570\u5e38\u533a\u9593\u3054\u3068\u306b\u30bb\u30eb\u914d\u5217\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3059\u3079\u3066\u7d50\u5408\u3057\u3066\u3044\u307e\u3059\uff09<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">confusionchart([yTest{:}], [yPred{:}],<span style=\"color: #0e00ff;\">&#8230;<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #aa04f9;\">&#8216;ColumnSummary&#8217;<\/span>,<span style=\"color: #aa04f9;\">&#8216;column-normalized&#8217;<\/span>,<span style=\"color: #0e00ff;\">&#8230;<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #aa04f9;\">&#8216;RowSummary&#8217;<\/span>,<span style=\"color: #aa04f9;\">&#8216;row-normalized&#8217;<\/span>);<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsFigure\" style=\"width: 1138px;\" data-testid=\"output_22\">\n<div class=\"figureElement eoOutputContent\"><img decoding=\"async\" class=\"figureImage figureContainingNode\" style=\"width: 560px;\" src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2022\/02\/benchmark_SoftwareAnomaly_blog_9.png\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u307e\u3042\u307e\u3041\u3067\u3059\u3002<\/div>\n<h4 id=\"H_31542991\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: bold; text-align: left;\">\u8a55\u4fa1\u6307\u6a19 PRC (Prediction-Recall-Curve)<\/h4>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u4eca\u56de\u306e\u8a55\u4fa1\u6307\u6a19\u3067\u3042\u308b PRC (Prediction-Recall-Curve) \u3092\u63cf\u3044\u3066\u307f\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">trueLabel = [yTest{:}];<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">labelScores = [scores{:}];<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">anomalyScores = labelScores(2,:); <span style=\"color: #028009;\">% labels(2) = 1 (\u7570\u5e38) \u306e score<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">N = 100; <span style=\"color: #028009;\">% \u95be\u5024\u306e\u6bb5\u968e\u6570<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">recalls = zeros(N,1);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">precisions = zeros(N,1);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">thresholds = linspace(0,1,N);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">labels = net.Layers(end).Classes;<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #028009;\">% \u95be\u5024\u3092\u5909\u3048\u3066 recall\/recision \u3092\u8a08\u7b97<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">for <\/span>ii=1:N<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> th = thresholds(ii);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> [recalls(ii),precisions(ii)] = getRecallPrecisionCurve(th,anomalyScores,trueLabel,labels);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">end<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">figure<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">plot(recalls, precisions)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsFigure\" style=\"width: 1138px;\" data-testid=\"output_23\">\n<div class=\"figureElement eoOutputContent\"><img decoding=\"async\" class=\"figureImage figureContainingNode\" style=\"width: 560px;\" src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2022\/02\/benchmark_SoftwareAnomaly_blog_10.png\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2 id=\"H_71F34877\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 20px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: bold; text-align: left;\">\u63d0\u51fa\u7528\u306e\u4e88\u6e2c\u4f5c\u6210<\/h2>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">datadir \u30d5\u30a9\u30eb\u30c0\u5185\u306b test.csv \u304c\u3042\u308b\u60f3\u5b9a\u3067\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-radius: 4px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; border: 1px solid #e9e9e9;\"><span style=\"white-space: pre;\">load(<span style=\"color: #aa04f9;\">&#8216;lstmnet_lphost17_LSTM.mat&#8217;<\/span>,<span style=\"color: #aa04f9;\">&#8216;net&#8217;<\/span>,<span style=\"color: #aa04f9;\">&#8216;varnames&#8217;<\/span>); <span style=\"color: #028009;\">% \u30e2\u30c7\u30eb\u8aad\u307f\u8fbc\u307f<\/span><\/span><\/div>\n<\/div>\n<\/div>\n<h3 id=\"H_6068BA0E\" style=\"margin: 15px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 17px; font-weight: bold; text-align: left;\">\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u8aad\u307f\u8fbc\u307f<\/h3>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">test.csv \u30d5\u30a1\u30a4\u30eb\u306f \u30b3\u30f3\u30da\u30da\u30fc\u30b8\uff08<a href=\"https:\/\/www.nishika.com\/competitions\/26\/summary\" class=\"external\" rel=\"nofollow\" target=\"_blank\">\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7570\u5e38\u691c\u77e5<\/a>\uff09\u304b\u3089\u53c2\u52a0\u767b\u9332\u5f8c\u306b\u5165\u624b\u3057\u3066 datadir \u306b\u4fdd\u5b58\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u524d\u63d0\u3067\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">matfilepath = fullfile(datadir,<span style=\"color: #aa04f9;\">&#8220;test.mat&#8221;<\/span>);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">if <\/span>exist(matfilepath,<span style=\"color: #aa04f9;\">&#8220;file&#8221;<\/span>)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> load(matfilepath,<span style=\"color: #aa04f9;\">&#8220;testData&#8221;<\/span>);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">else<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> filepath = fullfile(datadir,<span style=\"color: #aa04f9;\">&#8216;test.csv&#8217;<\/span>);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> testData = readtable(filepath);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #028009;\">% mat \u30d5\u30a1\u30a4\u30eb\u304b\u3089\u306e\u8aad\u307f\u8fbc\u307f\u306e\u65b9\u304c\u901f\u3044\u306e\u3067\u4fdd\u5b58\u3057\u3066\u304a\u304f<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> save(matfilepath,<span style=\"color: #aa04f9;\">&#8220;testData&#8221;<\/span>);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">end<\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u5b66\u7fd2\u306b\u4f7f\u7528\u3057\u305f\u5909\u6570 varnames \u3068 id\/host\/process \u306e\u307f\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">testData = testData(:,[{<span style=\"color: #aa04f9;\">&#8216;id&#8217;<\/span>;<span style=\"color: #aa04f9;\">&#8216;host&#8217;<\/span>;<span style=\"color: #aa04f9;\">&#8216;process&#8217;<\/span>};varnames(2:end)]);<span style=\"color: #028009;\">% varname(1) \u306f Anomaly<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">head(testData)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableTableElement\" style=\"width: calc(100% - 5px);\" data-testid=\"output_24\">\n<div id=\"variableeditor_client_Document_5\" class=\"ClientDocument veSpecifier table DataFitToViewport\" tabindex=\"0\">\n<div class=\"summaryBar\" style=\"font-size: 12px; font-family: Consolas, Inconsolata, Menlo, monospace;\">ans = <span style=\"color: #b3b3b3; font-style: normal;\">8\u00d725 table <\/span><\/div>\n<div id=\"variableeditor_TableViewModel_5\" class=\"table ClientViewDiv hasSummaryBar\" style=\"width: 100%; overflow: auto;\" data-viewid=\"__1\">\n<table style=\"border-spacing: 0px; border-collapse: collapse;\" cellspacing=\"0\">\n<thead>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\"><\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">id<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">host<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">process<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">GCTime__incld_dx_MXBean_java_lang_name_PSMarkSweep_type_Garbage<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">GCActivity__incld_dx_MXBean_java_lang_name_PSMarkSweep_type_Gar<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ActiveConnections__MXBean_com_bea_Name_source09_Type_JDBCConnec<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 86px; min-width: 86px; max-width: 86px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">NoData<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ProcessCPU__MXBean_java_lang_type_OperatingSystem__ProcessCpuLo<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">LastGCDuration__MXBean_java_lang_name_PSMarkSweep_type_GarbageC<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">SystemCPU__MXBean_java_lang_type_OperatingSystem__SystemCpuLoad<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">LastGCDuration__MXBean_java_lang_name_PSScavenge_type_GarbageCo<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 286px; min-width: 286px; max-width: 286px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ProcessCPU___Process_java__CPU_<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">Rel_HeapUsage___MXBean_java_lang_type_Memory__HeapMemoryUsage_u<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">Rel_OpenFileDescriptors___MXBean_java_lang_type_OperatingSystem<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">StuckThreads__MXBean_com_bea_ApplicationRuntime_sys01_Name_defa<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 358px; min-width: 358px; max-width: 358px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">Rel_SwapUsage____Swap_used__Swap_total__<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">MemorySpaceUsage___MXBean_java_lang_name_PSEdenSpace_type_Mem_1<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">MemorySpaceUsage___MXBean_java_lang_name_PSEdenSpace_type_Memor<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">Rel_HeapCommitted___MXBean_java_lang_type_Memory__HeapMemoryUsa<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">Rel_UnavailableConnections___MXBean_com_bea_Name_source09_Type_<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">GCTime__incld_dx_MXBean_java_lang_name_PSScavenge_type_GarbageC<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">MemorySpaceUsage___MXBean_java_lang_name_PSOldGen_type_MemoryPo<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">DaemonThreadCount__MXBean_java_lang_type_Threading__DaemonThrea<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">ConnectionDelay__MXBean_com_bea_Name_source08_Type_JDBCConnecti<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">DBConnectionStarted__incld_dx_MXBean_com_bea_Name_source09_Type<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">1<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">lphost06<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">wls1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 86px; min-width: 86px; max-width: 86px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0020<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2008<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0050<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">28<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 286px; min-width: 286px; max-width: 286px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.2048<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1484<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 358px; min-width: 358px; max-width: 358px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4239<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0367<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0488<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.3722<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4692<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">66<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">2<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">lphost06<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">wls1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 86px; min-width: 86px; max-width: 86px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0020<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2008<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0270<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">25<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 286px; min-width: 286px; max-width: 286px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1929<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1484<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 358px; min-width: 358px; max-width: 358px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4238<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0046<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0484<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.3702<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">25<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4692<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">66<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">3<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">lphost06<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">wls1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 86px; min-width: 86px; max-width: 86px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0010<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2008<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0060<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">25<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 286px; min-width: 286px; max-width: 286px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1985<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1484<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 358px; min-width: 358px; max-width: 358px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4238<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0195<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0484<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.3702<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4692<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">66<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">4<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">3<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">lphost06<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">wls1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 86px; min-width: 86px; max-width: 86px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0010<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2008<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0160<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">25<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 286px; min-width: 286px; max-width: 286px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.2040<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1484<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 358px; min-width: 358px; max-width: 358px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4236<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0344<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0484<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.3702<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4692<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">66<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">5<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">4<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">lphost06<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">wls1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 86px; min-width: 86px; max-width: 86px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0020<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2008<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0060<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">25<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 286px; min-width: 286px; max-width: 286px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1929<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1484<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 358px; min-width: 358px; max-width: 358px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4235<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0045<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0485<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.3718<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">26<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4692<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">66<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">6<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">5<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">lphost06<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">wls1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 86px; min-width: 86px; max-width: 86px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0020<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2008<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0060<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">25<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 286px; min-width: 286px; max-width: 286px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1991<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1484<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 358px; min-width: 358px; max-width: 358px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4232<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0213<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0485<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.3718<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4692<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">66<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">7<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">6<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">lphost06<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">wls1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 86px; min-width: 86px; max-width: 86px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0010<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2008<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0040<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">25<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 286px; min-width: 286px; max-width: 286px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.2047<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1484<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 358px; min-width: 358px; max-width: 358px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4233<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0363<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0485<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.3718<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4692<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">66<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">8<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">7<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">lphost06<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">wls1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 86px; min-width: 86px; max-width: 86px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0020<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2008<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0080<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">33<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 286px; min-width: 286px; max-width: 286px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1924<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1484<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 358px; min-width: 358px; max-width: 358px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4231<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0031<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.0481<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.3701<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">33<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4692<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">66<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 500px; min-width: 500px; max-width: 500px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u3053\u3053\u306f\u601d\u3044\u5207\u3063\u3066\u3001host\/process \u3082\u307e\u3068\u307e\u3063\u305f\u3046\u3048\u3067\u3001\u6642\u7cfb\u5217\u9806\u306b id \u304c\u4e26\u3093\u3067\u3044\u308b\u3068\u3044\u3046\u60f3\u5b9a\u3067\u9032\u3081\u307e\u3059\u30fb\u30fb\u3002host\/process \u5225\u306b\u8b58\u5225\u3067\u304d\u308b\u3088\u3046\u30c7\u30fc\u30bf\u5143\uff08origin\uff09\u5909\u6570\u3092\u4f5c\u3063\u3066\u304a\u304d\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-radius: 4px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; border: 1px solid #e9e9e9;\"><span style=\"white-space: pre;\">testData.origin = categorical(string(testData.host) + string(testData.process));<\/span><\/div>\n<\/div>\n<\/div>\n<h3 id=\"H_69519672\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 17px; font-weight: bold; text-align: left;\">\u4e88\u6e2c<\/h3>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">host\/process \u6bce\u306b\u5207\u308a\u5206\u3051\u3066\u4e88\u6e2c\u51e6\u7406\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">testOri = unique(testData.origin);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">testData.Anomaly = zeros(height(testData),1);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">for <\/span>ii=1:length(testOri)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> idx = testData.origin == testOri(ii);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> tmpData = testData{idx,varnames(2:end)};<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> tmpData = zscore(tmpData); <span style=\"color: #028009;\">% \u5909\u6570\u3092\u6b63\u898f\u5316\uff08\u65b9\u6cd5\u306f\u691c\u8a0e\u306e\u4f59\u5730\u3042\u308a\uff09<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> [~,tmpScores] = classify(net,tmpData&#8217;);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> testData.Anomaly(idx,:) = tmpScores(2,:)&#8217;; <span style=\"color: #028009;\">% labels(2) \u306e score<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">end<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<\/div>\n<h3 id=\"H_792251FE\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 17px; font-weight: bold; text-align: left;\">\u63d0\u51fa\u30d5\u30a1\u30a4\u30eb\u4f5c\u6210<\/h3>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">submission.csv \u306b\u51fa\u529b\u3059\u308b\u5024\u306f Anomaly = 1 \u3067\u3042\u308b\u30b9\u30b3\u30a2\u306a\u306e\u3067\u3001\u4e0a\u306e scores \u306e2\u5217\u76ee\u3067\u3059\u3002<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">output = testData(:,[<span style=\"color: #aa04f9;\">&#8220;id&#8221;<\/span>, <span style=\"color: #aa04f9;\">&#8220;Anomaly&#8221;<\/span>]);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper outputs\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">head(output)<\/span><\/div>\n<div style=\"color: #404040; padding: 10px 0px 6px 17px; background: #ffffff none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px;\">\n<div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableTableElement\" style=\"width: calc(100% - 5px);\" data-testid=\"output_25\">\n<div id=\"variableeditor_client_Document_6\" class=\"ClientDocument veSpecifier table DataFitToViewport\" tabindex=\"0\">\n<div class=\"summaryBar\" style=\"font-size: 12px; font-family: Consolas, Inconsolata, Menlo, monospace;\">ans = <span style=\"color: #b3b3b3; font-style: normal;\">8\u00d72 table <\/span><\/div>\n<div id=\"variableeditor_TableViewModel_6\" class=\"table ClientViewDiv hasSummaryBar\" style=\"width: 100%; overflow: auto;\" data-viewid=\"__1\">\n<table style=\"border-spacing: 0px; border-collapse: collapse;\" cellspacing=\"0\">\n<thead>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\"><\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">id<\/th>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: center; border: 1px solid #bfbfbf; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">Anomaly<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">1<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.4541<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">2<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">1<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.3938<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">3<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">2<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.3247<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">4<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">3<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.2618<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">5<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">4<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.2107<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">6<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">5<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1712<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">7<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">6<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1418<\/td>\n<\/tr>\n<tr>\n<th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 6px 3px 3px; width: 34px; text-align: left; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial; background-color: #f5f5f5; color: rgba(0, 0, 0, 0.75); font-weight: bold; box-sizing: border-box;\">8<\/th>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 82px; min-width: 82px; max-width: 82px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">7<\/td>\n<td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; padding: 3px; width: 94px; min-width: 94px; max-width: 94px; text-align: right; border-width: 0px 1px 1px; border-style: solid; border-color: #bfbfbf; border-image: initial;\">0.1215<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-radius: 0px 0px 4px 4px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px; border: 1px solid #e9e9e9;\"><span style=\"white-space: pre;\">writetable(output,<span style=\"color: #aa04f9;\">&#8220;submission.csv&#8221;<\/span>);<\/span><\/div>\n<\/div>\n<\/div>\n<hr \/>\n<h1 class=\"rtcContent\">\u307e\u3068\u3081<\/h1>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u7121\u4e8b\u306b\u6700\u5f8c\u306e\u63d0\u51fa\u7528\u30d5\u30a1\u30a4\u30eb\u4f5c\u6210\u307e\u3067\u305f\u3069\u308a\u7740\u304d\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u30b5\u30af\u30b5\u30af\u9032\u3081\u308b\u3088\u3046\u306b\u4e00\u90e8\u306e\u30c7\u30fc\u30bf\u3060\u3051\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u305f\u304c\u3001\u305c\u3072\u672c\u756a\u306e train.csv \u3067\u3082\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u3082\u3046\u5c11\u3057\u30c7\u30fc\u30bf\u3092\u8a73\u3057\u304f\u8abf\u67fb\u3057\u3066\u3082\u3063\u3068\u3088\u3044\u5909\u6570\u3092\u63a2\u3057\u3066\u307f\u305f\u308a\u3001\u65b0\u305f\u306a\u7279\u5fb4\u91cf\u3092\u4f5c\u3063\u3066\u307f\u305f\u308a\u3001\u30e2\u30c7\u30eb\u306b\u51dd\u3063\u3066\u307f\u305f\u308a\u3001\u3068\u3044\u308d\u3044\u308d\u8a66\u3057\u305f\u3044\u3053\u3068\u304c\u51fa\u3066\u304d\u307e\u3059\u304c\u3001\u3053\u3053\u304b\u3089\u5148\u306f\u30b3\u30f3\u30da\u306b\u53c2\u52a0\u3059\u308b\u65b9\u306e\u304a\u697d\u3057\u307f\u3068\u3044\u3046\u3053\u3068\u3067\u79c1\u304b\u3089\u306e\u7d39\u4ecb\u306f\u3053\u3053\u307e\u3067\u3068\u3057\u307e\u3059\u3002<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u3044\u305a\u308c\u306b\u3057\u3066\u3082\u4e00\u90e8\u306e\u5909\u6570\uff08or \u4e00\u90e8\u306e\u30c7\u30fc\u30bf\uff09\u304b\u3089\u59cb\u3081\u3066\u307f\u3066\u3001\u307e\u305a\u30c7\u30fc\u30bf\u306e\u628a\u63e1\u3068\u8ab2\u984c\u306e\u7406\u89e3\u304c\u7b2c\u4e00\u6b69\u304b\u3068\u601d\u3044\u307e\u3059\u3002\u5fdc\u52df\u7de0\u3081\u5207\u308a\u306f 4 \u6708 26 \u65e5\u3002\u5165\u8cde\u76ee\u6307\u3057\u3066\u9811\u5f35\u3063\u3066\u304f\u3060\u3055\u3044\uff01<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u30b3\u30f3\u30da\u3078\u306e\u53c2\u52a0\u767b\u9332\u306f\u3053\u3061\u3089\u304b\u3089\uff1a<a href=\"https:\/\/www.nishika.com\/competitions\/26\/summary\" class=\"external\" rel=\"nofollow\" target=\"_blank\">\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7570\u5e38\u691c\u77e5<\/a><\/div>\n<h2 id=\"H_FE9A7494\" style=\"margin: 20px 10px 5px 4px; padding: 0px; line-height: 20px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: bold; text-align: left;\">MATLAB \u30e9\u30a4\u30bb\u30f3\u30b9<\/h2>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u5192\u982d\u3067\u3082\u89e6\u308c\u307e\u3057\u305f\u304c MATLAB \u3092\u4f7f\u3063\u3066\u53c2\u52a0\u3055\u308c\u308b\u65b9\u306b\u306f\u30e9\u30a4\u30bb\u30f3\u30b9\u3082\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u4e0a\u3067\u3082\u89e6\u308c\u305f\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3046 <a href=\"https:\/\/jp.mathworks.com\/products\/statistics.html\">Statistics and Machine Learning Toolbox\u2122<\/a>\u3001\u305d\u3057\u3066\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u30ab\u30d0\u30fc\u3059\u308b <a href=\"https:\/\/www.mathworks.com\/products\/deep-learning.html\">Deep Learning Toolbox\u2122<\/a> \u3092\u542b\u3080 18 \u500b\u306e\u88fd\u54c1\u304c\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002\u662f\u975e\u3054\u6d3b\u7528\u304f\u3060\u3055\u3044\u3002<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><img decoding=\"async\" loading=\"lazy\" class=\"imageNode\" style=\"vertical-align: baseline; width: 876px; height: 207px;\" src=\"https:\/\/blogs.mathworks.com\/japan-community\/files\/2022\/02\/benchmark_SoftwareAnomaly_blog_11.png\" alt=\"\" width=\"876\" height=\"207\" \/><\/div>\n<h2 id=\"H_ACCCC087\" style=\"margin: 20px 10px 5px 4px; padding: 0px; line-height: 20px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: bold; text-align: left;\">\u95a2\u9023\u30ea\u30f3\u30af\u96c6<\/h2>\n<ul style=\"margin: 10px 0px 20px; padding-left: 0px; font-family: Helvetica, Arial, sans-serif; font-size: 14px;\">\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><a href=\"https:\/\/www.nishika.com\/competitions\/26\/summary\" class=\"external\" rel=\"nofollow\" target=\"_blank\">Nishika \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7570\u5e38\u691c\u77e5<\/a><\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><a href=\"https:\/\/jp.mathworks.com\/academia\/student-competitions\/nishika-software-anomaly-detection.html\">MATLAB \u30e9\u30a4\u30bb\u30f3\u30b9\u7533\u3057\u8fbc\u307f\u30da\u30fc\u30b8<\/a> \u3068 <a href=\"https:\/\/mathworks.highspot.com\/viewer\/6216a96bb3605d15fef34848\" class=\"external\" rel=\"nofollow\" target=\"_blank\">\u7533\u3057\u8fbc\u307f\u30ac\u30a4\u30c9<\/a><\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><a href=\"https:\/\/drive.matlab.com\/sharing\/4b0cca57-dd0f-469a-a5d9-9916056e7f9a\" class=\"external\" rel=\"nofollow\" target=\"_blank\">\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30b9\u30af\u30ea\u30d7\u30c8\uff08MATLAB Drive\uff09<\/a><\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\">\u30d8\u30eb\u30d7\u30da\u30fc\u30b8\uff1a<a href=\"https:\/\/jp.mathworks.com\/help\/matlab\/preprocessing-data.html\">\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\uff1a\u30c7\u30fc\u30bf \u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3001\u5e73\u6ed1\u5316\u3001\u30b0\u30eb\u30fc\u30d7\u5316<\/a><\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\">\u30d8\u30eb\u30d7\u30da\u30fc\u30b8\uff1a<a href=\"https:\/\/jp.mathworks.com\/help\/stats\/feature-selection.html\">\u7279\u5fb4\u9078\u629e\u306e\u7d39\u4ecb<\/a><\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\">\u30d8\u30eb\u30d7\u30da\u30fc\u30b8\uff1a<a href=\"https:\/\/jp.mathworks.com\/help\/stats\/classification-model-building-and-assessment.html\">\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u3068\u8a55\u4fa1\uff1a\u7279\u5fb4\u9078\u629e\u3001\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u30e2\u30c7\u30eb\u9078\u629e\u3001\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306e\u6700\u9069\u5316<\/a><\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\">\u30d8\u30eb\u30d7\u30da\u30fc\u30b8\uff1a<a href=\"https:\/\/jp.mathworks.com\/help\/deeplearning\/ug\/sequence-to-sequence-classification-using-deep-learning.html\">\u6df1\u5c64\u5b66\u7fd2\u3092\u4f7f\u7528\u3057\u305f sequence-to-sequence \u5206\u985e<\/a><\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\">\u30d8\u30eb\u30d7\u30da\u30fc\u30b8\uff1a<a href=\"https:\/\/jp.mathworks.com\/help\/deeplearning\/deep-learning-with-time-series-sequences-and-text.html\">\u6642\u7cfb\u5217\u3001\u30b7\u30fc\u30b1\u30f3\u30b9\u3001\u304a\u3088\u3073\u30c6\u30ad\u30b9\u30c8\u3092\u4f7f\u7528\u3057\u305f\u6df1\u5c64\u5b66\u7fd2<\/a><\/li>\n<\/ul>\n<h2 id=\"H_60A2204D\" style=\"margin: 3px 10px 5px 4px; padding: 0px; line-height: 20px; min-height: 0px; white-space: pre-wrap; color: #3c3c3c; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: bold; text-align: left;\">\u30d8\u30eb\u30d1\u30fc\u95a2\u6570<\/h2>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">\u95be\u5024\u3092\u5909\u3048\u3066 recall \u3068 precision \u3092\u8a08\u7b97\u3059\u308b\u95a2\u6570<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">function <\/span>[recall,precision] = getRecallPrecisionCurve(threshold,anomalyScores,trueLabel,labels)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">prediction = repelem(labels(1), length(trueLabel),1);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">prediction(anomalyScores &gt; threshold,:) = labels(2);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">results = confusionmat(trueLabel,prediction);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">TN = results(1,1);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">TP = results(2,2);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">FN = results(2,1);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">FP = results(1,2);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">precision = TP\/(TP+FP);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">recall = TP\/(TP+FN);<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 1px solid #e9e9e9; border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">end<\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div style=\"margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #000000; font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">LSTM \u3092\u5b66\u7fd2\u3059\u308b\u70ba\u306b\u30c7\u30fc\u30bf\u3092\u6210\u5f62\u3059\u308b\u95a2\u6570<\/div>\n<div style=\"background-color: #f7f7f7; margin: 10px 0 10px 0;\">\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 1px solid #e9e9e9; border-bottom: 0px none #000000; border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">function <\/span>[x,y] = generateDataset4LSTM(dataSeg)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">x = [];<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\">y = [];<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"><span style=\"color: #0e00ff;\">for <\/span>ii=1:length(dataSeg)<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> tmpT = dataSeg{ii};<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> <span style=\"color: #028009;\">% Anomaly \u4ee5\u5916\u306e\u5909\u6570\u3092\u6b63\u898f\u5316\uff08\u65b9\u6cd5\u306f\u691c\u8a0e\u306e\u4f59\u5730\u3042\u308a\uff09<\/span><\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> tmpT{:,2:end} = zscore(tmpT{:,2:end}); <\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> tmpX = tmpT{:,2:end}&#8217;;<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> tmpY = tmpT.Anomaly(:,:)&#8217;;<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> x = [x; {tmpX}];<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 14px;\"><span style=\"white-space: pre;\"> y = [y; {categorical(tmpY)}];<\/span><\/div>\n<\/div>\n<div class=\"inlineWrapper\">\n<div style=\"border-left: 1px solid #e9e9e9; border-right: 1px solid #e9e9e9; border-top: 0px none #000000; border-bottom: 0px none #000000; border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: #000000; 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