{"id":4554,"date":"2023-07-15T12:25:47","date_gmt":"2023-07-15T03:25:47","guid":{"rendered":"https:\/\/memotarou.bulog.jp\/?p=4554"},"modified":"2023-07-14T16:00:44","modified_gmt":"2023-07-14T07:00:44","slug":"data-analysis-machine-learning2","status":"publish","type":"post","link":"https:\/\/memotarou.bulog.jp\/?p=4554","title":{"rendered":"\u3010\u30c7\u30fc\u30bf\u5206\u6790\u3011\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u7a2e\u985e"},"content":{"rendered":"<h2>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u7a2e\u985e<\/h2>\n<div align=\"center\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/memotarou.bulog.jp\/wp\/wp-content\/uploads\/2023\/07\/data-analysis-machine-learning2.jpg\" alt=\"\" width=\"600\" height=\"600\" class=\"alignnone size-full wp-image-4555\" srcset=\"https:\/\/memotarou.bulog.jp\/wp\/wp-content\/uploads\/2023\/07\/data-analysis-machine-learning2.jpg 600w, https:\/\/memotarou.bulog.jp\/wp\/wp-content\/uploads\/2023\/07\/data-analysis-machine-learning2-300x300.jpg 300w, https:\/\/memotarou.bulog.jp\/wp\/wp-content\/uploads\/2023\/07\/data-analysis-machine-learning2-150x150.jpg 150w, https:\/\/memotarou.bulog.jp\/wp\/wp-content\/uploads\/2023\/07\/data-analysis-machine-learning2-75x75.jpg 75w, https:\/\/memotarou.bulog.jp\/wp\/wp-content\/uploads\/2023\/07\/data-analysis-machine-learning2-100x100.jpg 100w, https:\/\/memotarou.bulog.jp\/wp\/wp-content\/uploads\/2023\/07\/data-analysis-machine-learning2-530x530.jpg 530w, https:\/\/memotarou.bulog.jp\/wp\/wp-content\/uploads\/2023\/07\/data-analysis-machine-learning2-565x565.jpg 565w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/div>\n<h3>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3068\u306f\uff1f<\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u3063\u3066\u5b66\u7fd2\u3055\u308c\u305f\u7d50\u679c\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3084\u95a2\u4fc2\u6027\u3092\u62bd\u51fa\u3057\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u4e88\u6e2c\u3084\u5224\u65ad\u3092\u884c\u3046\u305f\u3081\u306e\u6570\u5b66\u7684\u624b\u6cd5\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u5165\u529b\u30c7\u30fc\u30bf\uff08\u7279\u5fb4\u91cf\uff09\u3068\u5bfe\u5fdc\u3059\u308b\u51fa\u529b\u30c7\u30fc\u30bf\uff08\u30bf\u30fc\u30b2\u30c3\u30c8\uff09\u306e\u95a2\u4fc2\u3092\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306b\u8a13\u7df4\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a13\u7df4\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u3001\u30e2\u30c7\u30eb\u306f\u6700\u9069\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u3001\u672a\u77e5\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u4e88\u6e2c\u3084\u5206\u985e\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n&nbsp;<\/p>\n<h3>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u76ee\u7684<\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u7406\u7531\u3084\u76ee\u7684\u306b\u306a\u308b\u3082\u306e\u3068\u3057\u3066\u3001<br \/>\n&nbsp;<\/p>\n<div class=\"mybox-border\">\n<ul>\n<li>\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u3084\u95a2\u4fc2\u6027\u306e\u62bd\u51fa<\/li>\n<li>\u9ad8\u3044\u4e88\u6e2c\u7cbe\u5ea6<\/li>\n<li>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u81ea\u52d5\u5316<\/li>\n<li>\u6c4e\u5316\u6027\u80fd\u306e\u5411\u4e0a<\/li>\n<li>\u81ea\u5df1\u5b66\u7fd2\u3068\u6539\u5584<\/li>\n<\/ul>\n<\/div>\n<p>&nbsp;<br \/>\n\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4>\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u3084\u95a2\u4fc2\u6027\u306e\u62bd\u51fa<\/h4>\n<p>\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304b\u3089\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u3084\u95a2\u4fc2\u6027\u3092\u62bd\u51fa\u3059\u308b\u80fd\u529b\u3092\u6301\u3063\u3066\u304a\u308a\u3001\u4eba\u9593\u306b\u306f\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\u30d1\u30bf\u30fc\u30f3\u3084\u975e\u7dda\u5f62\u306a\u95a2\u4fc2\u6027\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n&nbsp;<\/p>\n<h4>\u9ad8\u3044\u4e88\u6e2c\u7cbe\u5ea6<\/h4>\n<p>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u5b66\u7fd2\u3059\u308b\u305f\u3081\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u9ad8\u3044\u4e88\u6e2c\u7cbe\u5ea6\u3092\u6301\u3064\u3053\u3068\u304c\u671f\u5f85\u3067\u304d\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u628a\u63e1\u3057\u306a\u304c\u3089\u4e88\u6e2c\u3092\u884c\u3046\u305f\u3081\u306e\u60c5\u5831\u3092\u6301\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u6b63\u78ba\u306a\u4e88\u6e2c\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n&nbsp;<\/p>\n<h4>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u81ea\u52d5\u5316<\/h4>\n<p>\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3084\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u5bfe\u3057\u3066\u3082\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u89e3\u6c7a\u7b56\u3092\u63d0\u4f9b\u3057\u3001\u4e00\u5ea6\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306f\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u7e70\u308a\u8fd4\u3057\u4e88\u6e2c\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u3066\u3001\u52b9\u7387\u7684\u306a\u81ea\u52d5\u5316\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<br \/>\n&nbsp;<\/p>\n<h4>\u6c4e\u5316\u6027\u80fd\u306e\u5411\u4e0a<\/h4>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u4e00\u822c\u5316\u3092\u884c\u3046\u305f\u3081\u3001\u672a\u77e5\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3082\u826f\u597d\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3059\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u3001\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u3084\u7279\u5fb4\u3092\u62bd\u51fa\u3057\u3001\u4e00\u822c\u7684\u306a\u50be\u5411\u3092\u5b66\u7fd2\u3059\u308b\u305f\u3081\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u3082\u9069\u5fdc\u3067\u304d\u308b\u80fd\u529b\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n&nbsp;<\/p>\n<h4>\u81ea\u5df1\u5b66\u7fd2\u3068\u6539\u5584<\/h4>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306f\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u53d7\u3051\u53d6\u308a\u306a\u304c\u3089\u81ea\u5df1\u5b66\u7fd2\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u3001\u8aa4\u3063\u305f\u4e88\u6e2c\u3092\u3057\u305f\u5834\u5408\u3067\u3082\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u7528\u3044\u3066\u30e2\u30c7\u30eb\u3092\u6539\u5584\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u53cd\u5fa9\u7684\u306a\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<br \/>\n&nbsp;<\/p>\n<h3>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u4f7f\u3044\u5206\u3051<\/h3>\n<h4>\u554f\u984c\u306e\u7a2e\u985e<\/h4>\n<p>&nbsp;<\/p>\n<table width=\"100%\">\n<tr>\n<th>\u56de\u5e30<\/th>\n<td>\u76ee\u7684\u5909\u6570\u304c\u9023\u7d9a\u5024\u3067\u3042\u308b\u4e88\u6e2c\u554f\u984c\u3002\u7dda\u5f62\u56de\u5e30\u3084\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u306a\u3069\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u5206\u985e<\/th>\n<td>\u76ee\u7684\u5909\u6570\u304c\u30ab\u30c6\u30b4\u30ea\u3084\u30af\u30e9\u30b9\u3067\u3042\u308b\u4e88\u6e2c\u554f\u984c\u3002\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u3084\u6c7a\u5b9a\u6728\u306a\u3069\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/th>\n<td>\u30c7\u30fc\u30bf\u3092\u4f3c\u305f\u7279\u5fb4\u3092\u6301\u3064\u30b0\u30eb\u30fc\u30d7\u306b\u81ea\u52d5\u7684\u306b\u5206\u985e\u3059\u308b\u554f\u984c\u3002k-means\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3084\u968e\u5c64\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/table>\n<p>&nbsp;<\/p>\n<h4>\u30c7\u30fc\u30bf\u306e\u6027\u8cea<\/h4>\n<p>&nbsp;<\/p>\n<table width=\"100%\">\n<tr>\n<th>\u7279\u5fb4\u306e\u7a2e\u985e<\/th>\n<td>\u30c7\u30fc\u30bf\u304c\u6570\u5024\u30c7\u30fc\u30bf\u304b\u30ab\u30c6\u30b4\u30ea\u30ab\u30eb\u30c7\u30fc\u30bf\u304b\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u304b\u9759\u7684\u30c7\u30fc\u30bf\u304b\u306a\u3069\u3001\u7279\u5fb4\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u30c7\u30fc\u30bf\u306e\u30b9\u30b1\u30fc\u30eb<\/th>\n<td>\u30c7\u30fc\u30bf\u306e\u30b9\u30b1\u30fc\u30eb\u304c\u5927\u304d\u304f\u7570\u306a\u308b\u5834\u5408\u3001\u6b63\u898f\u5316\u3084\u6a19\u6e96\u5316\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/table>\n<p>&nbsp;<\/p>\n<h4>\u30e2\u30c7\u30eb\u306e\u6027\u80fd<\/h4>\n<p>&nbsp;<\/p>\n<table width=\"100%\">\n<tr>\n<th>\u30e2\u30c7\u30eb\u306e\u8907\u96d1\u3055<\/th>\n<td>\u30e2\u30c7\u30eb\u306e\u8907\u96d1\u3055\u3068\u4e88\u6e2c\u7cbe\u5ea6\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3092\u8003\u616e\u3057\u307e\u3059\u3002\u30b7\u30f3\u30d7\u30eb\u306a\u30e2\u30c7\u30eb\u3067\u306f\u89e3\u91c8\u6027\u304c\u9ad8\u307e\u308b\u4e00\u65b9\u3001\u8907\u96d1\u306a\u30e2\u30c7\u30eb\u3067\u306f\u3088\u308a\u9ad8\u5ea6\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3067\u304d\u307e\u3059\u304c\u3001\u904e\u5b66\u7fd2\u306e\u30ea\u30b9\u30af\u3082\u5897\u3048\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8abf\u6574<\/th>\n<td>\u30e2\u30c7\u30eb\u306b\u306f\u8abf\u6574\u53ef\u80fd\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u5b58\u5728\u3057\u3001\u6700\u9069\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8a2d\u5b9a\u304c\u5fc5\u8981\u3067\u3059\u3002\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3084\u30af\u30ed\u30b9\u30d0\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u3063\u3066\u6700\u9069\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/table>\n<p>&nbsp;<\/p>\n<h4>\u305d\u306e\u4ed6<\/h4>\n<p>&nbsp;<\/p>\n<table width=\"100%\">\n<tr>\n<th>\u30c7\u30fc\u30bf\u306e\u91cf<\/th>\n<td>\u30c7\u30fc\u30bf\u306e\u91cf\u306b\u3088\u3063\u3066\u30e2\u30c7\u30eb\u306e\u9078\u629e\u80a2\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u5c0f\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306f\u5358\u7d14\u306a\u30e2\u30c7\u30eb\u304c\u52b9\u679c\u7684\u3067\u3042\u308a\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306f\u8907\u96d1\u306a\u30e2\u30c7\u30eb\u3084\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u6709\u52b9\u3067\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u30c9\u30e1\u30a4\u30f3\u306e\u7279\u6027<\/th>\n<td>\u7279\u5b9a\u306e\u696d\u754c\u3084\u30c9\u30e1\u30a4\u30f3\u306b\u304a\u3051\u308b\u7279\u6b8a\u306a\u8981\u4ef6\u3084\u5236\u7d04\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30c9\u30e1\u30a4\u30f3\u306e\u5c02\u9580\u77e5\u8b58\u3092\u6d3b\u7528\u3057\u3066\u3001\u9069\u5207\u306a\u30e2\u30c7\u30eb\u3084\u7279\u5fb4\u306e\u9078\u629e\u3092\u884c\u3044\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/table>\n<p>&nbsp;<\/p>\n<h3>\u30c9\u30e1\u30a4\u30f3\u3063\u3066\u4f55\uff1f<\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3067\u8a00\u3046\u30c9\u30e1\u30a4\u30f3\u3068\u306f\u3001\u9069\u7528\u5bfe\u8c61\u3084\u95a2\u9023\u3059\u308b\u9818\u57df\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<p>Web\u30b5\u30a4\u30c8\u306e\u30c9\u30e1\u30a4\u30f3\u3060\u3063\u305f\u3089\u805e\u3044\u305f\u3053\u3068\u304c\u3042\u308b\u65b9\u3082\u591a\u3044\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u30b5\u30a4\u30c8\u306e\u5834\u5408\u3082\u30b5\u30a4\u30c8\u306e\u60c5\u5831\u3084\u30d5\u30a1\u30a4\u30eb\u304c\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u9818\u57df\u3084\u5834\u6240\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306e\u300c\u9069\u7528\u5bfe\u8c61\u3084\u95a2\u9023\u3059\u308b\u9818\u57df\u300d\u3068\u3044\u3046\u306e\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u304c\u5fdc\u7528\u3055\u308c\u308b\u7279\u5b9a\u306e\u5206\u91ce\u3084\u696d\u754c\u3001\u554f\u984c\u9818\u57df\u3092\u6307\u3057\u307e\u3059\u3002<br \/>\n&nbsp;<\/p>\n<h4>\u5177\u4f53\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u306e\u30c9\u30e1\u30a4\u30f3\u3068\u306f\uff1f<\/h4>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306f\u975e\u5e38\u306b\u5e83\u7bc4\u306a\u5fdc\u7528\u9818\u57df\u3092\u6301\u3061\u3001\u69d8\u3005\u306a\u30c9\u30e1\u30a4\u30f3\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n&nbsp;<\/p>\n<table width=\"100%\">\n<tr>\n<th>\u533b\u7642<\/th>\n<td>\u6a5f\u68b0\u5b66\u7fd2\u306f\u533b\u7642\u8a3a\u65ad\u3001\u75c5\u6c17\u4e88\u6e2c\u3001\u753b\u50cf\u89e3\u6790\u306a\u3069\u306e\u533b\u7642\u9818\u57df\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u764c\u306e\u65e9\u671f\u691c\u51fa\u3084\u85ac\u7269\u52b9\u679c\u306e\u4e88\u6e2c\u306b\u6a5f\u68b0\u5b66\u7fd2\u304c\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u91d1\u878d<\/th>\n<td>\u6a5f\u68b0\u5b66\u7fd2\u306f\u91d1\u878d\u696d\u754c\u3067\u30ea\u30b9\u30af\u8a55\u4fa1\u3001\u4e0d\u6b63\u691c\u77e5\u3001\u30af\u30ec\u30b8\u30c3\u30c8\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306a\u3069\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u306e\u4fe1\u7528\u30ea\u30b9\u30af\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u5229\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u5c0f\u58f2\u696d<\/th>\n<td>\u6a5f\u68b0\u5b66\u7fd2\u306f\u9700\u8981\u4e88\u6e2c\u3001\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u5546\u54c1\u63a8\u85a6\u306a\u3069\u306e\u5c0f\u58f2\u696d\u306b\u304a\u3051\u308b\u3055\u307e\u3056\u307e\u306a\u8ab2\u984c\u306b\u5fdc\u7528\u3055\u308c\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u30b5\u30a4\u30c8\u3067\u306e\u500b\u5225\u306e\u9867\u5ba2\u306b\u5bfe\u3059\u308b\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5546\u54c1\u306e\u63a8\u85a6\u306b\u6a5f\u68b0\u5b66\u7fd2\u304c\u5229\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406<\/th>\n<td>\u6a5f\u68b0\u5b66\u7fd2\u306f\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3084\u81ea\u7136\u8a00\u8a9e\u306e\u7406\u89e3\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u6a5f\u68b0\u7ffb\u8a33\u3001\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u3001\u611f\u60c5\u5206\u6790\u306a\u3069\u304c\u305d\u306e\u4f8b\u3067\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u753b\u50cf\u51e6\u7406<\/th>\n<td>\u6a5f\u68b0\u5b66\u7fd2\u306f\u753b\u50cf\u30c7\u30fc\u30bf\u306e\u89e3\u6790\u3084\u8a8d\u8b58\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u9854\u8a8d\u8b58\u3001\u7269\u4f53\u691c\u51fa\u3001\u753b\u50cf\u751f\u6210\u306a\u3069\u304c\u305d\u306e\u5fdc\u7528\u4f8b\u3067\u3059\u3002<\/td>\n<\/tr>\n<\/table>\n<p>&nbsp;<\/p>\n<h3>\u4ee3\u8868\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb<\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306e\u4ee3\u8868\u7684\u306a\u30e2\u30c7\u30eb\u306b\u306f\u3001<br \/>\n&nbsp;<\/p>\n<div class=\"mybox-border\">\n<ul>\n<li>\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb<\/li>\n<li>\u6c7a\u5b9a\u6728\u30e2\u30c7\u30eb<\/li>\n<li>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb<\/li>\n<\/ul>\n<\/div>\n<p>&nbsp;<br \/>\n\u306e3\u3064\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n&nbsp;<\/p>\n<h4>\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb<\/h4>\n<p>\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u306f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u3068\u76ee\u7684\u5909\u6570\uff08\u4e88\u6e2c\u3057\u305f\u3044\u5024\uff09\u3068\u306e\u9593\u306e\u7dda\u5f62\u306a\u95a2\u4fc2\u3092\u5b66\u7fd2\u3059\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002\u7dda\u5f62\u56de\u5e30\u306f\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u4e00\u7a2e\u3067\u3042\u308a\u3001\u9023\u7d9a\u5024\u306e\u4e88\u6e2c\u3084\u6570\u5024\u306e\u56de\u5e30\u3092\u884c\u3046\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u3067\u306f\u3001\u5165\u529b\u30c7\u30fc\u30bf\uff08\u7279\u5fb4\u91cf\uff09\u3068\u76ee\u7684\u5909\u6570\u306e\u9593\u306e\u95a2\u4fc2\u6027\u3092\u8868\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u91cd\u307f\uff08\u4fc2\u6570\uff09\u3068\u30d0\u30a4\u30a2\u30b9\uff08\u5207\u7247\uff09\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002<\/p>\n<div class=\"mybox-example\">\ny = w1 * x1 + w2 * x2 + &#8230; + wn * xn + b\n<\/div>\n<p>\u4e0a\u8a18\u306f\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u4e00\u822c\u7684\u306a\u6570\u5f0f\u3067\u3059\u3002<br \/>\n&nbsp;<\/p>\n<table width=\"100%\">\n<tr>\n<th>y<\/th>\n<td>\u4e88\u6e2c\u3055\u308c\u308b\u76ee\u7684\u5909\u6570<\/td>\n<\/tr>\n<tr>\n<th>x1, x2, &#8230;, xn<\/th>\n<td>\u5165\u529b\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u91cf<\/td>\n<\/tr>\n<tr>\n<th>w1, w2, &#8230;, wn<\/th>\n<td>\u7279\u5fb4\u91cf\u306b\u5bfe\u5fdc\u3059\u308b\u91cd\u307f<\/td>\n<\/tr>\n<tr>\n<th>b<\/th>\n<td>\u30d0\u30a4\u30a2\u30b9<\/td>\n<\/tr>\n<\/table>\n<p>&nbsp;<\/p>\n<p>\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u3067\u306f\u3001\u4e0e\u3048\u3089\u308c\u305f\u8a13\u7df4\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u6700\u9069\u306a\u91cd\u307f\u3068\u30d0\u30a4\u30a2\u30b9\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u76ee\u6a19\u3067\u3001\u4e00\u822c\u7684\u306a\u624b\u6cd5\u3068\u3057\u3066\u6700\u5c0f\u4e8c\u4e57\u6cd5\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3067\u306f\u3001\u5b9f\u969b\u306e\u76ee\u7684\u5909\u6570\u3068\u4e88\u6e2c\u5024\u306e\u5dee\u306e\u4e8c\u4e57\u548c\u3092\u6700\u5c0f\u5316\u3059\u308b\u3088\u3046\u306b\u91cd\u307f\u3068\u30d0\u30a4\u30a2\u30b9\u3092\u8abf\u6574\u3057\u3001\u5b66\u7fd2\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u65b0\u3057\u3044\u5165\u529b\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u4e88\u6e2c\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u3001\u5165\u529b\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u91cf\u3092\u30e2\u30c7\u30eb\u306b\u5165\u529b\u3057\u3001\u91cd\u307f\u3068\u30d0\u30a4\u30a2\u30b9\u3092\u4f7f\u7528\u3057\u3066\u4e88\u6e2c\u5024\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/p>\n<p>\u5358\u56de\u5e30\u3068\u91cd\u56de\u5e30\u306e2\u3064\u306e\u30bf\u30a4\u30d7\u306b\u5206\u3051\u3089\u308c\u3001\u5358\u56de\u5e30\u3067\u306f\u76ee\u7684\u5909\u6570\u3068\u7279\u5fb4\u91cf\u304c1\u3064\u306e\u307f\u3067\u3042\u308b\u5834\u5408\u306b\u4f7f\u7528\u3055\u308c\u3001\u91cd\u56de\u5e30\u3067\u306f\u76ee\u7684\u5909\u6570\u3068\u8907\u6570\u306e\u7279\u5fb4\u91cf\u3068\u306e\u9593\u306e\u95a2\u4fc2\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u306f\u3001\u5358\u7d14\u3067\u7406\u89e3\u3057\u3084\u3059\u304f\u6570\u5024\u306e\u4e88\u6e2c\u554f\u984c\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u308b\u624b\u6cd5\u3067\u3059\u304c\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3084\u95a2\u4fc2\u6027\u304c\u975e\u7dda\u5f62\u306a\u5834\u5408\u306b\u306f\u9069\u3057\u3066\u3044\u306a\u3044\u5834\u5408\u3082\u3042\u308a\u3001\u3088\u308a\u8907\u96d1\u306a\u30e2\u30c7\u30eb\u3084\u975e\u7dda\u5f62\u56de\u5e30\u624b\u6cd5\u3092\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u3082\u3042\u308a\u307e\u3059\u3002<br \/>\n&nbsp;<\/p>\n<h4>\u6c7a\u5b9a\u6728\u30e2\u30c7\u30eb<\/h4>\n<p>\u6c7a\u5b9a\u6728\u30e2\u30c7\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u91cf\u3068\u76ee\u7684\u5909\u6570\uff08\u4e88\u6e2c\u3057\u305f\u3044\u5024\uff09\u3068\u306e\u9593\u306e\u95a2\u4fc2\u3092\u968e\u5c64\u7684\u306a\u6c7a\u5b9a\u898f\u5247\u3068\u3057\u3066\u8868\u73fe\u3059\u308b\u30e2\u30c7\u30eb\u3067\u3001\u30c7\u30fc\u30bf\u3092\u5206\u985e\u3084\u56de\u5e30\u306a\u3069\u306e\u4e88\u6e2c\u30bf\u30b9\u30af\u306b\u9069\u3057\u305f\u5f62\u3067\u5206\u5272\u3057\u3001\u5404\u5206\u5272\u9818\u57df\u306b\u304a\u3051\u308b\u4e88\u6e2c\u5024\u3092\u6c42\u3081\u307e\u3059\u3002<\/p>\n<p>\u6728\u69cb\u9020\u3092\u6301\u3064\u30b0\u30e9\u30d5\u3068\u3057\u3066\u8868\u73fe\u3055\u308c\u3001\u30ce\u30fc\u30c9\uff08\u7bc0\u70b9\uff09\u304c\u7279\u5fb4\u91cf\u3092\u8868\u3057\u3001\u30a8\u30c3\u30b8\uff08\u679d\uff09\u304c\u305d\u306e\u7279\u5fb4\u91cf\u306e\u5024\u306b\u3088\u3063\u3066\u5206\u5c90\u3059\u308b\u6761\u4ef6\u3092\u8868\u3057\u3001\u8449\u30ce\u30fc\u30c9\uff08\u7d42\u7aef\u30ce\u30fc\u30c9\uff09\u306b\u306f\u4e88\u6e2c\u5024\u304c\u683c\u7d0d\u3055\u308c\u3001\u5165\u529b\u30c7\u30fc\u30bf\u306f\u6c7a\u5b9a\u6728\u3092\u305f\u3069\u308b\u3053\u3068\u3067\u5bfe\u5fdc\u3059\u308b\u8449\u30ce\u30fc\u30c9\u306e\u4e88\u6e2c\u5024\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30ce\u30fc\u30c9\u306e\u5206\u5c90\u6761\u4ef6\u3092\u6c7a\u5b9a\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3001\u4e00\u822c\u7684\u306a\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u60c5\u5831\u5229\u5f97\u3084\u30b8\u30cb\u4fc2\u6570\u306a\u3069\u306e\u6307\u6a19\u3092\u4f7f\u7528\u3057\u3066\u3001\u5404\u7279\u5fb4\u91cf\u306e\u5206\u5272\u306e\u826f\u3055\u3092\u8a55\u4fa1\u3057\u3001\u6700\u9069\u306a\u5206\u5272\u3092\u898b\u3064\u3051\u3001\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u518d\u5e30\u7684\u306b\u7e70\u308a\u8fd4\u3057\u3001\u6c7a\u5b9a\u6728\u306e\u69cb\u7bc9\u304c\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n<p>\u6c7a\u5b9a\u6728\u30e2\u30c7\u30eb\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7279\u5fb4\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n&nbsp;<\/p>\n<table width=\"100%\">\n<tr>\n<th>\u89e3\u91c8\u6027<\/th>\n<td>\u6c7a\u5b9a\u6728\u30e2\u30c7\u30eb\u306f\u5206\u5c90\u6761\u4ef6\u3084\u7279\u5fb4\u91cf\u306e\u91cd\u8981\u5ea6\u304c\u660e\u77ad\u306b\u306a\u308b\u305f\u3081\u3001\u7d50\u679c\u3092\u7406\u89e3\u3057\u3084\u3059\u304f\u89e3\u91c8\u3067\u304d\u307e\u3059\u3002\u7279\u5fb4\u91cf\u306e\u91cd\u8981\u5ea6\u3092\u5229\u7528\u3057\u3066\u7279\u5fb4\u306e\u9078\u629e\u3084\u91cd\u8981\u306a\u7279\u5fb4\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u975e\u7dda\u5f62\u95a2\u4fc2\u306e\u30e2\u30c7\u30ea\u30f3\u30b0<\/th>\n<td>\u6c7a\u5b9a\u6728\u30e2\u30c7\u30eb\u306f\u975e\u7dda\u5f62\u306a\u95a2\u4fc2\u6027\u3092\u6349\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7279\u5fb4\u91cf\u306e\u5206\u5272\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u3092\u3088\u308a\u7d30\u304b\u304f\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u8868\u73fe\u3067\u304d\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u30ed\u30d0\u30b9\u30c8\u6027<\/th>\n<td>\u6c7a\u5b9a\u6728\u30e2\u30c7\u30eb\u306f\u5916\u308c\u5024\u3084\u30ce\u30a4\u30ba\u306b\u5bfe\u3057\u3066\u6bd4\u8f03\u7684\u30ed\u30d0\u30b9\u30c8\u3067\u3059\u3002\u5358\u4e00\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u306e\u5f71\u97ff\u304c\u5168\u4f53\u306e\u4e88\u6e2c\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u304c\u9650\u5b9a\u7684\u3067\u3042\u308a\u3001\u4ed6\u306e\u30e2\u30c7\u30eb\u3088\u308a\u3082\u9811\u5065\u306a\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/table>\n<p>&nbsp;<br \/>\n\u305f\u3060\u3057\u3001\u6c7a\u5b9a\u6728\u30e2\u30c7\u30eb\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u5236\u7d04\u3082\u3042\u308a\u307e\u3059\u3002\u904e\u5270\u9069\u5408\uff08\u30aa\u30fc\u30d0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\uff09\u306e\u30ea\u30b9\u30af\u304c\u3042\u308a\u3001\u7279\u306b\u6df1\u3044\u6728\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u306b\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u904e\u5ea6\u306b\u9069\u5408\u3059\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u554f\u984c\u3092\u8efd\u6e1b\u3059\u308b\u305f\u3081\u306b\u3001\u679d\u5208\u308a\u3084\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u5b66\u7fd2\uff08\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3084\u52fe\u914d\u30d6\u30fc\u30b9\u30c6\u30a3\u30f3\u30b0\u306a\u3069\uff09\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5206\u985e\u3084\u56de\u5e30\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u4e88\u6e2c\u30bf\u30b9\u30af\u306b\u4f7f\u7528\u3055\u308c\u308b\u6c4e\u7528\u6027\u306e\u9ad8\u3044\u30e2\u30c7\u30eb\u3067\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u7279\u6027\u3084\u76ee\u6a19\u306b\u5fdc\u3058\u3066\u3001\u9069\u5207\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u3084\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8abf\u6574\u304c\u5fc5\u8981\u3067\u3059\u3002<br \/>\n&nbsp;<\/p>\n<h4>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb<\/h4>\n<p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08Neural Network\uff09\u306f\u3001\u4eba\u9593\u306e\u8133\u306e\u795e\u7d4c\u56de\u8def\u3092\u6a21\u5023\u3057\u305f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3067\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u57fa\u76e4\u3068\u306a\u308b\u6280\u8853\u3067\u3042\u308a\u3001\u753b\u50cf\u8a8d\u8b58\u3001\u97f3\u58f0\u51e6\u7406\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u306e\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u8907\u6570\u306e\u5c64\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001\u5404\u5c64\u306f\u8907\u6570\u306e\u30e6\u30cb\u30c3\u30c8\uff08\u30cb\u30e5\u30fc\u30ed\u30f3\uff09\u304b\u3089\u6210\u308a\u307e\u3059\u3002<br \/>\n&nbsp;<\/p>\n<table width=\"100%\">\n<tr>\n<th>\u5165\u529b\u5c64\uff08Input Layer\uff09<\/th>\n<td>\u5165\u529b\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u308b\u5c64\u3067\u3059\u3002\u5404\u5165\u529b\u30c7\u30fc\u30bf\u306f\u30e6\u30cb\u30c3\u30c8\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u96a0\u308c\u5c64\uff08Hidden Layer\uff09<\/th>\n<td>\u5165\u529b\u5c64\u3068\u51fa\u529b\u5c64\u306e\u9593\u306b\u5b58\u5728\u3059\u308b\u5c64\u3067\u3059\u3002\u8907\u6570\u306e\u96a0\u308c\u5c64\u3092\u6301\u3064\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u96a0\u308c\u5c64\u306e\u30e6\u30cb\u30c3\u30c8\u306f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u304b\u3089\u306e\u91cd\u307f\u4ed8\u3051\u3055\u308c\u305f\u4fe1\u53f7\u3092\u53d7\u3051\u53d6\u308a\u3001\u6d3b\u6027\u5316\u95a2\u6570\u3092\u9069\u7528\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u51fa\u529b\u5c64\uff08Output Layer\uff09<\/th>\n<td>\u30e2\u30c7\u30eb\u306e\u4e88\u6e2c\u7d50\u679c\u3092\u51fa\u529b\u3059\u308b\u5c64\u3067\u3059\u3002\u51fa\u529b\u5c64\u306e\u30e6\u30cb\u30c3\u30c8\u6570\u306f\u3001\u30bf\u30b9\u30af\u306e\u6027\u8cea\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u5206\u985e\u554f\u984c\u3067\u306f\u3001\u5404\u30af\u30e9\u30b9\u306e\u78ba\u7387\u3092\u8868\u3059\u30e6\u30cb\u30c3\u30c8\u304c\u4f7f\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/td>\n<\/tr>\n<\/table>\n<p>&nbsp;<br \/>\n\u4e0a\u8a18\u306f\u4e00\u822c\u7684\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u69cb\u9020\u3067\u3059\u3002<\/p>\n<p>\u5404\u30e6\u30cb\u30c3\u30c8\u306f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u3068\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u91cd\u307f\u3092\u6301\u3061\u307e\u3059\u3002\u30e6\u30cb\u30c3\u30c8\u3078\u306e\u5165\u529b\u306f\u3001\u91cd\u307f\u3068\u5165\u529b\u30c7\u30fc\u30bf\u306e\u7a4d\u306e\u7dcf\u548c\u306b\u30d0\u30a4\u30a2\u30b9\u3092\u52a0\u3048\u305f\u5024\u3067\u3001\u3053\u306e\u5024\u306f\u6d3b\u6027\u5316\u95a2\u6570\u306b\u6e21\u3055\u308c\u3001\u51fa\u529b\u5024\u304c\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002\u4e00\u822c\u7684\u306a\u6d3b\u6027\u5316\u95a2\u6570\u306b\u306f\u3001\u30b7\u30b0\u30e2\u30a4\u30c9\u95a2\u6570\u3001ReLU\u95a2\u6570\u3001\u30bd\u30d5\u30c8\u30de\u30c3\u30af\u30b9\u95a2\u6570\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u8a13\u7df4\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u91cd\u307f\u306e\u6700\u9069\u5316\u3092\u884c\u3044\u3001\u30d0\u30c3\u30af\u30d7\u30ed\u30d1\u30b2\u30fc\u30b7\u30e7\u30f3\uff08\u8aa4\u5dee\u9006\u4f1d\u64ad\u6cd5\uff09\u3068\u547c\u3070\u308c\u308b\u624b\u6cd5\u304c\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30d0\u30c3\u30af\u30d7\u30ed\u30d1\u30b2\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u4e88\u6e2c\u7d50\u679c\u3068\u6b63\u89e3\u30e9\u30d9\u30eb\u3068\u306e\u8aa4\u5dee\u3092\u6700\u5c0f\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u52fe\u914d\u964d\u4e0b\u6cd5\u3092\u4f7f\u7528\u3057\u3066\u91cd\u307f\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002<\/p>\n<p>\u975e\u7dda\u5f62\u306a\u95a2\u4fc2\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u3084\u7279\u5fb4\u3092\u62bd\u51fa\u3059\u308b\u80fd\u529b\u304c\u3042\u308a\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3067\u306f\u3001\u591a\u5c64\u306e\u96a0\u308c\u5c64\u3092\u6301\u3064\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u4f7f\u7528\u3055\u308c\u3001\u3055\u3089\u306b\u9ad8\u5ea6\u306a\u8868\u73fe\u529b\u3068\u4e88\u6e2c\u6027\u80fd\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u8907\u96d1\u306a\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3068\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3092\u5fc5\u8981\u3068\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u904e\u5b66\u7fd2\uff08\u30aa\u30fc\u30d0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\uff09\u306e\u30ea\u30b9\u30af\u3082\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n<p>\u9069\u5207\u306a\u30e2\u30c7\u30eb\u69cb\u9020\u3001\u6d3b\u6027\u5316\u95a2\u6570\u3001\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u9078\u629e\u3084\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8abf\u6574\u304c\u91cd\u8981\u3067\u3001\u6df1\u5c64\u5b66\u7fd2\u306e\u767a\u5c55\u306b\u3088\u308a\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u6210\u529f\u3092\u53ce\u3081\u3066\u304a\u308a\u3001\u753b\u50cf\u5206\u985e\u3001\u7269\u4f53\u691c\u51fa\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u97f3\u58f0\u8a8d\u8b58\u306a\u3069\u306e\u30bf\u30b9\u30af\u3067\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n&nbsp;<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u3001\u672a\u6765\u306e\u58f2\u4e0a\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u8cea\u3084\u91cf\u306f\u3001\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3084\u6c4e\u5316\u80fd\u529b\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u3001\u9069\u5207\u306a\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u9078\u629e\u3068\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u6210\u529f\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u30e2\u30c7\u30eb\u306e\u9078\u629e\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8abf\u6574\u3001\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u306a\u3069\u306f\u554f\u984c\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u3001\u5177\u4f53\u7684\u306a\u4e88\u6e2c\u65b9\u6cd5\u3084\u7cbe\u5ea6\u5411\u4e0a\u306e\u305f\u3081\u306e\u624b\u6cd5\u306f\u3001\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u3084\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n&nbsp;<br \/>\n<div id=\"rinkerid3910\" class=\"yyi-rinker-contents  yyi-rinker-postid-3910 yyi-rinker-img-m yyi-rinker-catid-122 \">\n\t<div class=\"yyi-rinker-box\">\n\t\t<div class=\"yyi-rinker-image\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.amazon.co.jp\/dp\/B07N8NVYLV?tag=jackal13-22&#038;linkCode=ogi&#038;th=1&#038;psc=1\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/m.media-amazon.com\/images\/I\/41xV98eK10L._SL160_.jpg\" width=\"112\" height=\"160\" class=\"yyi-rinker-main-img\" style=\"border: none;\"><\/a>\t\t\t\t\t<\/div>\n\t\t<div class=\"yyi-rinker-info\">\n\t\t\t<div class=\"yyi-rinker-title\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.amazon.co.jp\/dp\/B07N8NVYLV?tag=jackal13-22&#038;linkCode=ogi&#038;th=1&#038;psc=1\" rel=\"nofollow\">\u30d6\u30e9\u30c3\u30af\u4f01\u696d\u306e\u793e\u54e1\u304c\u732b\u306b\u306a\u3063\u3066\u4eba\u751f\u304c\u5909\u308f\u3063\u305f\u8a71\u3000\u30e2\u30d5\u7530\u304f\u3093\u306e\u5834\u5408 (\u30b3\u30df\u30c3\u30af\u30a8\u30c3\u30bb\u30a4)<\/a>\t\t\t\t\t\t\t<\/div>\n\t\t\t<div class=\"yyi-rinker-detail\">\n\t\t\t\t\t\t\t<div class=\"credit-box\">created by&nbsp;<a href=\"https:\/\/oyakosodate.com\/rinker\/\" rel=\"nofollow noopener\" target=\"_blank\" >Rinker<\/a><\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"price-box\">\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<ul class=\"yyi-rinker-links\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"amazonkindlelink\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.amazon.co.jp\/dp\/B07N8NVYLV?tag=jackal13-22&amp;linkCode=ogi&amp;th=1&amp;psc=1\" rel=\"nofollow\" class=\"yyi-rinker-link\">Kindle<\/a>\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t                    <li class=\"amazonlink\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.amazon.co.jp\/dp\/B07N8NVYLV?tag=jackal13-22&amp;linkCode=ogi&amp;th=1&amp;psc=1\" rel=\"nofollow\" class=\"yyi-rinker-link\">Amazon<\/a>\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"rakutenlink\">\n\t\t\t\t\t\t<a href=\"https:\/\/hb.afl.rakuten.co.jp\/hgc\/2b289990.68b764ea.2b289991.0223a3f8\/Rinker_o_20230604164806?pc=https%3A%2F%2Fsearch.rakuten.co.jp%2Fsearch%2Fmall%2F%25E3%2583%2596%25E3%2583%25A9%25E3%2583%2583%25E3%2582%25AF%25E4%25BC%2581%25E6%25A5%25AD%25E3%2581%25AE%25E7%25A4%25BE%25E5%2593%25A1%25E3%2581%258C%25E7%258C%25AB%25E3%2581%25AB%25E3%2581%25AA%25E3%2581%25A3%25E3%2581%25A6%2F%3Ff%3D1%26grp%3Dproduct&amp;m=https%3A%2F%2Fsearch.rakuten.co.jp%2Fsearch%2Fmall%2F%25E3%2583%2596%25E3%2583%25A9%25E3%2583%2583%25E3%2582%25AF%25E4%25BC%2581%25E6%25A5%25AD%25E3%2581%25AE%25E7%25A4%25BE%25E5%2593%25A1%25E3%2581%258C%25E7%258C%25AB%25E3%2581%25AB%25E3%2581%25AA%25E3%2581%25A3%25E3%2581%25A6%2F%3Ff%3D1%26grp%3Dproduct\" rel=\"nofollow\" class=\"yyi-rinker-link\">\u697d\u5929\u5e02\u5834<\/a>\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"yahoolink\">\n\t\t\t\t\t\t<a href=\"https:\/\/ck.jp.ap.valuecommerce.com\/servlet\/referral?sid=2742314&amp;pid=887951409&amp;vc_url=https%3A%2F%2Fshopping.yahoo.co.jp%2Fsearch%3Fp%3D%25E3%2583%2596%25E3%2583%25A9%25E3%2583%2583%25E3%2582%25AF%25E4%25BC%2581%25E6%25A5%25AD%25E3%2581%25AE%25E7%25A4%25BE%25E5%2593%25A1%25E3%2581%258C%25E7%258C%25AB%25E3%2581%25AB%25E3%2581%25AA%25E3%2581%25A3%25E3%2581%25A6\" rel=\"nofollow\" class=\"yyi-rinker-link\">Yahoo\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0<\/a><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/ad.jp.ap.valuecommerce.com\/servlet\/gifbanner?sid=2742314&pid=887951409\" height=\"1\" width=\"1\" border=\"0\">\t\t\t\t\t<\/li>\n\t\t\t\t                \t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<br \/>\n&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u7a2e\u985e \u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3068\u306f\uff1f 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