{"id":144,"date":"2026-08-15T18:02:58","date_gmt":"2026-08-15T09:02:58","guid":{"rendered":"https:\/\/takonoko.com\/?post_type=studynote&#038;p=144"},"modified":"2026-08-15T18:06:20","modified_gmt":"2026-08-15T09:06:20","slug":"test","status":"publish","type":"studynote","link":"https:\/\/takonoko.com\/index.php\/studynote\/test\/","title":{"rendered":"\u4eba\u5de5\u77e5\u80fd\u57fa\u790e \u7528\u8a9e\u30ce\u30fc\u30c8"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u4f3c\u901a\u3063\u305f\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3059\u308b\u624b\u6cd5\u3002<\/li>\n\n\n\n<li>\u4f8b\uff09\u300c\u6c34\u7d20\u6c34\u5165\u308a\u306e\u98f2\u307f\u7269\u306f\u4f53\u306b\u826f\u3044\u300d\n<ul class=\"wp-block-list\">\n<li>\u4f3c\u901a\u3063\u305f\u30c7\u30fc\u30bf\uff1a\u4f53\u306b\u826f\u3044\u98f2\u307f\u7269<\/li>\n\n\n\n<li>\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3059\u308b\u624b\u6cd5\uff1a\u6c34\u7d20\u6c34\u5165\u308a<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30a8\u30bb\u79d1\u5b66\u3092\u7528\u3044\u305f\u5065\u5eb7\u98df\u54c1\u3092\u91cf\u7523\u3067\u304d\u308b\u3088\u3046\u306a\u3001\u81ea\u3089\u6982\u5ff5\u3092\u4f5c\u308a\u51fa\u305b\u308b\u30ed\u30dc\u30c3\u30c8\u3092\u4f5c\u308b\u305f\u3081\u306b\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u91cd\u8981\u306a\u6280\u8853\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u9593\u306e\u985e\u4f3c\u6027\u3092\u6b63\u3057\u304f\u56f3\u308b\u305f\u3081\u306b\u306f\u3001\u76ee\u7684\u306b\u5408\u308f\u305b\u305f\u7279\u5fb4\u91cf\u3092\u8a2d\u5b9a\u3057\u3066\u7279\u5fb4\u7a7a\u9593\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7279\u5fb4\u7a7a\u9593<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u8a2d\u5b9a\u3057\u305f\u7279\u5fb4\u91cf\u3092\u8ef8\u306b\u3057\u3066\u30012\u6b21\u5143\u306e\u30b0\u30e9\u30d5\u3067\u8868\u73fe\u3055\u308c\u308b\uff08\u3053\u3068\u306e\u591a\u3044\uff09\u5ea7\u6a19\u7a7a\u9593<\/li>\n\n\n\n<li>\u4f8b\uff09\u300c\u4eba\u3092\u53e9\u304f\u306e\u306b\u9069\u3057\u305f\u920d\u5668\u300d\n<ul class=\"wp-block-list\">\n<li>\u8a2d\u5b9a\u3055\u308c\u308b\u7279\u5fb4\u91cf\uff1a\u91cd\u91cf\u3001\u30ea\u30fc\u30c1<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u305d\u308c\u305e\u308c\u306e\u30c7\u30fc\u30bf\u306f\u70b9\u3067\u30d7\u30ed\u30c3\u30c8\u3055\u308c\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30af\u30e9\u30b9\u30e9\u30d9\u30eb<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u7279\u5fb4\u7a7a\u9593\u4e0a\u306b\u73fe\u308c\u308b\u30c7\u30fc\u30bf\u306e\u307e\u3068\u307e\u308a\u3092\u6307\u3059\u540d\u79f0\uff08\u30af\u30e9\u30b9\u30bf\u3068\u3082\u8a00\u3046\uff09<\/li>\n\n\n\n<li>\u4f8b\uff09\u30af\u30e9\u30b9\u30e9\u30d9\u30eb\uff11\n<ul class=\"wp-block-list\">\n<li>\u91d1\u69cc\u3001\u30ec\u30f3\u30ac\u3001\u7a7a\u304d\u74f6<\/li>\n\n\n\n<li>\u203b\u91cd\u91cf\u304c\u3042\u308b\u3001\u30ea\u30fc\u30c1\u304c\u77ed\u3044<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u4f8b\uff09\u30af\u30e9\u30b9\u30e9\u30d9\u30eb\uff12\n<ul class=\"wp-block-list\">\n<li>\u30cf\u30ea\u30bb\u30f3\u3001\u30db\u30a6\u30ad\u3001\u7269\u5e72\u3057\u7aff<\/li>\n\n\n\n<li>\u203b\u91cd\u91cf\u304c\u306a\u3044\u3001\u30ea\u30fc\u30c1\u304c\u9577\u3044<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6559\u5e2b\u306a\u3057\u5b66\u7fd2<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u5165\u529b\u3068\u3057\u3066\u30c7\u30fc\u30bf\u306e\u307f\u304c\u4e0e\u3048\u3089\u308c\u3001\u77e5\u8b58\u3084\u50be\u5411\u3092\u81ea\u3089\u767a\u898b\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5<\/li>\n\n\n\n<li>\u5bfe\u7fa9\u8a9e\u306f\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3002\u7b54\u3048\u4ed8\u304d\u306e\u30c7\u30fc\u30bf\u304c\u4e0e\u3048\u3089\u308c\u305f\u4e0a\u3067\u3001\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u3084\u30eb\u30fc\u30eb\u3092\u5b66\u3070\u305b\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">k-means\u6cd5<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u624b\u6cd5\u306e\uff11\u3064\u3002\u5404\u30c7\u30fc\u30bf\u306f\u4e00\u756a\u8fd1\u3044\u70b9\u3092\u9078\u3093\u3067\u3044\u304f\u3060\u3051\u3067\u30b7\u30f3\u30d7\u30eb\u3002\u5206\u304b\u308a\u3084\u3059\u3044<\/li>\n\n\n\n<li>\u624b\u9806\n<ul class=\"wp-block-list\">\n<li>\uff11\uff1a\u9069\u5f53\u306a\u70b9\u3092\u6c7a\u3081\u308b<\/li>\n\n\n\n<li>\uff12\uff1a\u5404\u30c7\u30fc\u30bf\u306f\u4e00\u756a\u8fd1\u3044\u70b9\u3092\u57fa\u306b\u3057\u305f\u30e9\u30d9\u30eb\u3092\u632f\u3089\u308c\u308b<\/li>\n\n\n\n<li>\uff13\uff1a\u30e9\u30d9\u30eb\u3092\u632f\u3089\u308c\u305f\u5168\u3066\u306e\u30c7\u30fc\u30bf\u306e\u91cd\u5fc3\u306b\u70b9\u306e\u4f4d\u7f6e\u3092\u66f4\u65b0\u3059\u308b<\/li>\n\n\n\n<li>\uff14\uff1a\u30c7\u30fc\u30bf\u306e\u30e9\u30d9\u30eb\u304c\u5909\u308f\u3089\u306a\u304f\u306a\u308b\u307e\u3067\u3001\uff12\u304b\u3089\uff13\u307e\u3067\u3092\u7e70\u308a\u8fd4\u3059<\/li>\n\n\n\n<li>\uff15\uff1a\u7d42\u4e86<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>k-means\u6cd5\u306f\u6700\u9069\u89e3\u3092\u4fdd\u8a3c\u3057\u306a\u3044\u3002\u30c7\u30fc\u30bf\u540c\u58eb\u306e\u5206\u5e03\u306b\u3042\u304b\u3089\u3055\u307e\u306a\u6cd5\u5247\u304c\u898b\u3089\u308c\u308b\u5834\u5408\u3067\u3082\u3001\u9069\u5207\u306b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3067\u304d\u306a\u3044\u5834\u5408\u3082\u3042\u308b\n<ul class=\"wp-block-list\">\n<li>\u4f8b\uff09\u5927\u5b66\u306e\u4eba\u9593\u95a2\u4fc2\u3092\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u969b\u3001\u540c\u3058\u30b5\u30fc\u30af\u30eb\u54e1\u306e\u5927\u5b66\u751f\u304c\u5225\u306e\u30b5\u30fc\u30af\u30eb\u54e1\u3068\u53cb\u4eba\u95a2\u4fc2\u3092\u6301\u3064\u3068\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3055\u308c\u3066\u3057\u307e\u3046\u5834\u5408\u304c\u3042\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u21d2\u6df7\u5408\u5206\u5e03\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u5206\u5e03\u306e\u7406\u7531\u3092\u8003\u616e\u3057\u305f\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u3057\u3088\u3046<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6df7\u5408\u5206\u5e03\u30e2\u30c7\u30eb<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u305f\u3044\u304f\u3064\u304b\u306e\u7406\u7531\u3092\u8868\u3059\u30e2\u30c7\u30eb<\/li>\n\n\n\n<li>\u4f8b\uff09\u300c\u4eca\u98df\u3079\u3066\u308b\u30d0\u30ca\u30ca\u306e\u30b5\u30a4\u30ba\u3068\u7cd6\u5ea6\u300d\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\uff1a\u30d0\u30ca\u30ca\u306e\u30b5\u30a4\u30ba\u3001\u7cd6\u5ea6<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u305f\u3044\u304f\u3064\u304b\u306e\u7406\u7531\uff1a\u53ce\u7a6b\u6642\u671f\u3001\u571f\u58cc\u3001\u54c1\u7a2e<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30d9\u30a4\u30ba\u306e\u5b9a\u7406\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u306e\u751f\u6210\u904e\u7a0b\u3092\u9006\u65b9\u5411\u306b\u63a8\u5b9a\u3057\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u884c\u3046<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6df7\u5408\u30ac\u30a6\u30b9\u5206\u5e03\uff08GMM\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u6df7\u5408\u5206\u5e03\u30e2\u30c7\u30eb\u3092\u69cb\u6210\u3059\u308b\u8981\u7d20\u5206\u5e03\u306e\u3046\u3061\u3001\u30ac\u30a6\u30b9\u5206\u5e03\u3092\u3057\u3066\u3044\u308b\u3082\u306e\n<ul class=\"wp-block-list\">\n<li>\u5206\u5e03\u306f\u5e73\u5747\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u5206\u6563\u30d1\u30e9\u30e1\u30fc\u30bf\u306e2\u3064\u3092\u6301\u3064<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u21d2\u6df7\u5408\u30ac\u30a6\u30b9\u5206\u5e03\u3092EM\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u63a2\u305d\u3046<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">EM\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u30ab\u30aa\u30b9\u306b\u898b\u3048\u308b\u30c7\u30fc\u30bf\u304b\u3089\u3001\u6df7\u5408\u30ac\u30a6\u30b9\u5206\u5e03\u3092\u63a2\u3059\u3053\u3068\u306b\u7528\u3044\u3089\u308c\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/li>\n\n\n\n<li>\u8a9e\u6e90\u306f\u3001E\u30b9\u30c6\u30c3\u30d7\u3068M\u30b9\u30c6\u30c3\u30d7\u306e2\u3064\u3092\u7e70\u308a\u8fd4\u3059\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u7531\u6765\u3059\u308b<\/li>\n\n\n\n<li>k-means\u6cd5\u306fEM\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u8fd1\u4f3c\u3057\u305f\u3082\u306e\u3002\u89aa\u621a<\/li>\n\n\n\n<li>\u305d\u306e\u4ed6\u3001\u4f3c\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\n<ul class=\"wp-block-list\">\n<li>\u30ae\u30d6\u30b9\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0<\/li>\n\n\n\n<li>\u5909\u5206\u63a8\u8ad6\uff08\u5909\u5206\u30d9\u30a4\u30ba\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u6df7\u5408\u5206\u5e03\u30e2\u30c7\u30eb\u306b\u4f3c\u305f\u30e2\u30c7\u30eb\n<ul class=\"wp-block-list\">\n<li>LDA\u6f5c\u5728\u30c7\u30a3\u30ea\u30af\u30ec\u914d\u5206\u6cd5<\/li>\n\n\n\n<li>HMM\u96a0\u308c\u30de\u30eb\u30b3\u30d5\u30e2\u30c7\u30eb<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8868\u73fe\u5b66\u7fd2<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u5b66\u7fd2\u306b\u3088\u3063\u3066\u3001\u5165\u529b\u30c7\u30fc\u30bf\u3092\u8aac\u660e\u3067\u304d\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u767a\u898b\u3057\u3001\u30b0\u30e9\u30d5\u306a\u3069\u306b\u3088\u3063\u3066\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\n<ul class=\"wp-block-list\">\n<li>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u6a2a\u4e26\u3073\u306e\u6982\u5ff5<\/li>\n\n\n\n<li>\u591a\u69d8\u4f53\u5b66\u7fd2\u3068\u4f3c\u305f\u6982\u5ff5<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u9ad8\u6b21\u5143\u306e\u30c7\u30fc\u30bf\u3092\u3088\u308a\u4f4e\u6b21\u5143\u306e\u30d9\u30af\u30c8\u30eb\u3067\u8868\u73fe\u3059\u308b\u3053\u3068\u304c\u591a\u3044\n<ul class=\"wp-block-list\">\n<li>\u4f8b\uff09\u6620\u50cf\uff083\u6b21\u5143\uff09\n<ul class=\"wp-block-list\">\n<li>\u6620\u50cf\u3092\u69cb\u6210\u3059\u308b\u8272\u306e\u5206\u5e03\u3092\u30b0\u30e9\u30d5\u306b\u3059\u308b\uff082\u6b21\u5143\uff09<\/li>\n\n\n\n<li>\u6620\u50cf\u5185\u306e\u4eba\u7269\u304c\u8a71\u3059\u30bb\u30ea\u30d5\u3092\u6642\u9593\u8ef8\u3067\u4e26\u3079\u308b\uff082\u6b21\u5143\uff09<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u6210\u5206\u5206\u6790<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u9ad8\u6b21\u5143\u7a7a\u9593\u4e0a\u306e\u30c7\u30fc\u30bf\u304b\u3089\u8ef8\u3092\u898b\u51fa\u3057\u3001\u4f4e\u6b21\u5143\u7a7a\u9593\u3092\u5f97\u308b\u3053\u3068\n<ul class=\"wp-block-list\">\n<li>\u4f8b\uff09\u4eba\u9593\u306e\u6027\u683c\uff08\uff1f\u6b21\u5143\uff09\n<ul class=\"wp-block-list\">\n<li>\u5185\u5411\u7684\u304b\u5916\u4ea4\u7684\u304b\uff082\u6b21\u5143\uff09<\/li>\n\n\n\n<li>\u8a08\u753b\u7684\u304b\u63a2\u7d22\u7684\u304b\uff082\u6b21\u5143\uff09<\/li>\n\n\n\n<li>\u30a4\u30f3\u30c9\u30a2\u304b\u30a2\u30a6\u30c8\u30c9\u30a2\u304b\uff082\u6b21\u5143\uff09<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30ac\u30a6\u30b9\u5206\u5e03\u3092\u3057\u3066\u3044\u308b\u3068\u4eee\u5b9a\u3057\u3066\u4e3b\u8ef8\u3092\u53d6\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u81ea\u5df1\u7b26\u53f7\u5316\u5668<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u7528\u3044\u305f\u8868\u73fe\u5b66\u7fd2\u306e\u65b9\u6cd5\n<ul class=\"wp-block-list\">\n<li>\u4f4e\u6b21\u5143\u306b\u30c7\u30fc\u30bf\u3092\u5727\u7e2e\u3059\u308b\u70b9\u3067\u3001\u4e3b\u6210\u5206\u5206\u6790\u3068\u4f3c\u3066\u3044\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u7802\u6642\u8a08\u307f\u305f\u3044\u306a\u5f62\u3092\u3057\u305f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u7528\u3044\u308b<\/li>\n\n\n\n<li>\u81ea\u5df1\u7b26\u53f7\u5316\u5668\u3092\u591a\u6bb5\u968e\u306b\u7a4d\u307f\u91cd\u306d\u308b\u3068\u300c\u7a4d\u5c64\u81ea\u5df1\u7b26\u53f7\u5316\u5668\u300d\u306b\u306a\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u305d\u306e\u4ed6\u8868\u73fe\u5b66\u7fd2\u306e\u624b\u6cd5<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u72ec\u7acb\u6210\u5206\u5206\u6790<\/li>\n\n\n\n<li>\u30ab\u30fc\u30cd\u30eb\u4e3b\u6210\u5206\u5206\u6790<\/li>\n\n\n\n<li>MDS\uff08\u591a\u6b21\u5143\u5c3a\u5ea6\u6cd5\uff09<\/li>\n\n\n\n<li>\u81ea\u5df1\u7d44\u7e54\u5316\u30de\u30c3\u30d7<\/li>\n\n\n\n<li>GPLVM<\/li>\n\n\n\n<li>\u5909\u5206\u81ea\u5df1\u7b26\u53f7\u5316\u5668<\/li>\n\n\n\n<li>t-SNE<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a5f\u68b0\u5b66\u7fd2\u306e\u5206\u985e<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3068\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3001\u5f37\u5316\u5b66\u7fd2\u306e3\u7a2e\u985e\u306b\u5206\u3051\u3089\u308c\u308b<\/li>\n\n\n\n<li>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2<\/li>\n\n\n\n<li>\u6a21\u7bc4\u89e3\u7b54\u304c\u7528\u610f\u3055\u308c\u305f\u4e0a\u3067\u306e\u6a5f\u68b0\u5b66\u7fd2\u3002\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\u3084\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u4e88\u6e2c\u3001\u56de\u5e30\u554f\u984c\u306a\u3069<\/li>\n\n\n\n<li>\u4f8b\uff09\u30de\u30cb\u30e5\u30a2\u30eb\u4ed8\u304d\u306e\u30d0\u30a4\u30c8<\/li>\n\n\n\n<li>\u6b63\u89e3\u306e\u51fa\u529b\u306f\u76ee\u6a19\u5024\u3001\u6559\u5e2b\u4fe1\u53f7\u3001\u30e9\u30d9\u30eb\u306a\u3069\u3068\u547c\u3070\u308c\u308b<\/li>\n\n\n\n<li>\u6559\u5e2b\u306a\u3057\u5b66\u7fd2<\/li>\n\n\n\n<li>\u6a21\u7bc4\u89e3\u7b54\u304c\u7528\u610f\u3055\u308c\u305a\u3001\u3042\u3089\u304b\u3058\u3081\u7528\u610f\u3055\u308c\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u57fa\u306b\u9032\u3081\u308b\u6a5f\u68b0\u5b66\u7fd2\u3002\u7b54\u3048\u3092\u51fa\u529b\u3059\u308b\u3088\u308a\u5165\u529b\u30c7\u30fc\u30bf\u3092\u5206\u985e\u3059\u308b\u3053\u3068\u304c\u76ee\u7684\u3002\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3084\u4f4e\u6b21\u5143\u5316\u3001\u8868\u73fe\u5b66\u7fd2\u306b\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306a\u3069<\/li>\n\n\n\n<li>\u4f8b\uff09\u91ce\u83dc\u3092\u30b5\u30a4\u30ba\u3054\u3068\u306b\u5206\u985e\u3059\u308b\u30d0\u30a4\u30c8<\/li>\n\n\n\n<li>\u5f37\u5316\u5b66\u7fd2<\/li>\n\n\n\n<li>\u5831\u916c\u3092\u6700\u5927\u5316\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u306b\u3057\u305f\u6a5f\u68b0\u5b66\u7fd2\u3002\u5f37\u5316\u5b66\u7fd2\u3084\u6700\u9069\u5316\u554f\u984c\u3001\u6700\u9069\u5236\u5fa1\u554f\u984c\u306a\u3069<\/li>\n\n\n\n<li>\u4f8b\uff09\u6708\u9593\u58f2\u4e0a\u3092\u6700\u5927\u5316\u3059\u308b\u55b6\u696d<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6c4e\u5316<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u8a13\u7df4\u7528\u306e\u30c7\u30fc\u30bf\u304b\u3089\u3001\u8a13\u7df4\u4ee5\u5916\u306e\u30c7\u30fc\u30bf\u306b\u3082\u9069\u7528\u53ef\u80fd\u306a\u666e\u904d\u7684\u77e5\u8b58\u3092\u8eab\u306b\u4ed8\u3051\u308b\u3053\u3068<\/li>\n\n\n\n<li>\u4f8b\uff09\u904e\u53bb\u306e\u604b\u611b\u7d4c\u9a13\u304b\u3089\u5c31\u8077\u6d3b\u52d5\u306b\u5f79\u7acb\u3066\u3089\u308c\u308b\u30ce\u30a6\u30cf\u30a6\u3092\u7de8\u307f\u51fa\u3059<\/li>\n\n\n\n<li>\u91cd\u8981\u306a\u306e\u306f\u9ad8\u3044\u6c4e\u5316\u6027\u80fd\u3092\u6301\u3064\u5b66\u7fd2\u5668\u3092\u4f5c\u308b\u3053\u3068\u3067\u3042\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u904e\u5b66\u7fd2<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u8a13\u7df4\u7528\u306e\u30c7\u30fc\u30bf\u306b\u7279\u5316\u3057\u3059\u304e\u3066\u3001\u8a13\u7df4\u4ee5\u5916\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u5fdc\u3067\u304d\u306a\u304f\u306a\u308b\u3053\u3068<\/li>\n\n\n\n<li>\u4f8b\uff09\u8a71\u3059\u5185\u5bb9\u3092\u4e38\u6697\u8a18\u3057\u3066\u30d7\u30ec\u30bc\u30f3\u306b\u6311\u3093\u3060\u305f\u3081\u3001\u6025\u907d\u306e\u7d42\u4e86\u6642\u9593\u5909\u66f4\u306b\u5bfe\u5fdc\u3067\u304d\u306a\u304b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u516c\u5dee\u691c\u8a3c<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>n\u00d7k\u500b\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u3046\u3061\u3001n\uff1dk\u306e\u30c7\u30fc\u30bf\u3092\u30c6\u30b9\u30c8\u306b\u7528\u3044\u308b\u691c\u8a3c\u65b9\u6cd5\u3002\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u304c\u884c\u5217\u3060\u3068\u3059\u308b\u3068\u3001\u5bfe\u89d2\u6210\u5206\u304c\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u306b\u306a\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">LOO(Leave-one-out)\u6cd5<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>n\u56de\u5b66\u7fd2\u3055\u305b\u308b\u306f\u305a\u306a\u306e\u306b\u3001n\u500b\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3057\u304b\u306a\u3044\u5834\u5408\u306f\u3001LOO\u6cd5\u3092\u7528\u3044\u308b<\/li>\n\n\n\n<li>\u5168\u3066\u306e\u30c7\u30fc\u30bf\u304c\uff11\u5ea6\u306f\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3068\u3057\u3066\u5229\u7528\u3055\u308c\u308b\u307e\u3067\u5b66\u7fd2\u3092\u7e70\u308a\u8fd4\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u5165\u529b\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u884c\u3046\u5206\u985e\u51e6\u7406<\/li>\n\n\n\n<li>\u3042\u3089\u304b\u3058\u3081\u5b9a\u3081\u3089\u308c\u305f\u8907\u6570\u306e\u30af\u30e9\u30b9\u306e\u3046\u3061\uff11\u3064\u306b\u5165\u529b\u30c7\u30fc\u30bf\u3092\u5bfe\u5fdc\u3055\u305b\u308b<\/li>\n\n\n\n<li>\u5165\u529b\u30c7\u30fc\u30bf\u306f\u69d8\u3005\u3067\u3001\u6587\u5b57\u8a8d\u8b58\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u753b\u50cf\u8a8d\u8b58\u306a\u3069\u304c\u3042\u308b<\/li>\n\n\n\n<li>\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u306f\u7570\u306a\u308a\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3067\u3042\u308b\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u5206\u985e\u3059\u308b\u4ee5\u4e0a\u306b\u30c7\u30fc\u30bf\u9593\u306e\u5dee\u7570\u306b\u6ce8\u76ee\u3057\u3066\u5b66\u7fd2\u304c\u884c\u308f\u308c\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u56de\u5e30\u554f\u984c<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u5165\u529b\u30d9\u30af\u30c8\u30eb\u306b\u5bfe\u3057\u3066\u5b9f\u6570\u5024\u3092\u8fd4\u3059\u9023\u7d9a\u7684\u306a\u95a2\u6570\u3092\u5b66\u7fd2\u3059\u308b\u554f\u984c<\/li>\n\n\n\n<li>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2<\/li>\n\n\n\n<li>\u5b66\u7fd2\u65b9\u6cd5\u3068\u3057\u3066\u3001\u7dda\u5f62\u56de\u5e30\u3001\u4e00\u822c\u306e\u7dda\u5f62\u30e2\u30c7\u30eb\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30ab\u30fc\u30cd\u30eb\u56de\u5e30\u3001\u30ac\u30a6\u30b9\u904e\u7a0b\u56de\u5e30\u306a\u3069\u304c\u3042\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5206\u985e\u554f\u984c<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u5165\u529b\u30d9\u30af\u30c8\u30eb\u306b\u5bfe\u3057\u3066\u771f\u304b\u507d\u304b\u3092\u8fd4\u3059\u6cd5\u5247\u3092\u5b66\u7fd2\u3059\u308b\u554f\u984c<\/li>\n\n\n\n<li>\uff1d\u6709\u9650\u500b\u306e\u30af\u30e9\u30b9\u306e\u3069\u308c\u306b\u5c5e\u3059\u308b\u304b\u3092\u5b66\u7fd2\u3059\u308b\u554f\u984c<\/li>\n\n\n\n<li>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2<\/li>\n\n\n\n<li>\u5b66\u7fd2\u65b9\u6cd5\u3068\u3057\u3066\u3001\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\u3001\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3001\u6df7\u5408\u30ac\u30a6\u30b9\u5206\u5e03\u3001\u30ca\u30a4\u30fc\u30d6\u30d9\u30a4\u30ba\u30d5\u30a3\u30eb\u30bf\u306a\u3069\u304c\u3042\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8b58\u5225\u30e2\u30c7\u30eb<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u8a13\u7df4\u30c7\u30fc\u30bf\u304b\u3089\u771f\u304b\u507d\u304b\u3092\u533a\u5225\u3059\u308b\u305f\u3081\u306e\u5883\u754c\u7dda\u3092\u76f4\u63a5\u6c42\u3081\u308b\u30e2\u30c7\u30eb<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u751f\u6210\u30e2\u30c7\u30eb<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u8a13\u7df4\u30c7\u30fc\u30bf\u304c\u3069\u306e\u3088\u3046\u306a\u78ba\u7387\u30e2\u30c7\u30eb\u304b\u3089\u751f\u6210\u3055\u308c\u305f\u306e\u304b\u3092\u30e2\u30c7\u30eb\u5316\u3057\u3066\u5206\u985e\u3059\u308b\u30e2\u30c7\u30eb<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">SVM\uff08\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff1d\u7dda\u5f62\u5206\u985e\u5668\u3067\u3042\u308b\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306b\u30ab\u30fc\u30cd\u30eb\u6cd5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u5b9f\u73fe\u3055\u308c\u308b\u4ed5\u7d44\u307f<\/li>\n\n\n\n<li>\u6b21\u5143\u3092\u8db3\u3059\u3053\u3068\u3067\u30c7\u30fc\u30bf\u3092\u5206\u3051\u3084\u3059\u304f\u3059\u308b\u30a4\u30e1\u30fc\u30b8<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30ca\u30a4\u30fc\u30d6\u30d9\u30a4\u30ba\u30e2\u30c7\u30eb(naive Bayes model)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u751f\u6210\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u3044\u3066\u5206\u985e\u3092\u884c\u3046\u305f\u3081\u306b\u7528\u3044\u3089\u308c\u308b\u30e2\u30c7\u30eb\u306e\uff11\u3064\u3002\u30b7\u30f3\u30d7\u30eb<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0 \u7279\u5fb4\u7a7a\u9593 \u30af\u30e9\u30b9\u30e9\u30d9\u30eb 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