{"id":3089,"date":"2023-10-19T09:55:34","date_gmt":"2023-10-19T04:55:34","guid":{"rendered":"http:\/\/vestnik.polytech.tj\/?p=3089"},"modified":"2023-10-19T10:19:44","modified_gmt":"2023-10-19T05:19:44","slug":"%d0%b8%d1%81%d1%82%d0%b8%d1%84%d0%be%d0%b4%d0%b0-%d1%88%d1%83%d0%b4%d0%b0%d0%bd%d0%b8-%d0%ba%d0%bb%d0%b0%d1%81%d1%81%d0%b8%d1%84%d0%b8%d0%ba%d0%b0%d1%82%d0%be%d1%80%d2%b3%d0%be%d0%b8-%d0%be%d0%bc","status":"publish","type":"post","link":"https:\/\/vestnik.polytech.tj\/?p=3089","title":{"rendered":"\u0418\u0421\u0422\u0418\u0424\u041e\u0414\u0410 \u0428\u0423\u0414\u0410\u041d\u0418 \u041a\u041b\u0410\u0421\u0421\u0418\u0424\u0418\u041a\u0410\u0422\u041e\u0420\u04b2\u041e\u0418 \u041e\u041c\u0423\u0417\u0418\u0428\u0418 \u041c\u041e\u0428\u0418\u041d\u0419 \u0414\u0410\u0420 \u041c\u0423\u0410\u0419\u042f\u041d \u041a\u0410\u0420\u0414\u0410\u041d\u0418 \u0421\u0418\u0424\u0410\u0422\u0418 \u0421\u0418\u0413\u041d\u0410\u041b \u0414\u0410\u0420 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el-c0e923a4\"><!-- vcwb\/dynamicElementComment:5fe4ea64 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-5fe4ea64\" data-vce-do-apply=\"all el-5fe4ea64\">\n<p><span style=\"font-size: 14pt;\"><strong>\u041c\u0443\u0430\u043b\u043b\u0438\u0444\u043e\u043d<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<strong>&nbsp; \u0418\u0431\u0440\u043e\u04b3\u0438\u043c\u043e\u0432 \u0423.\u041c<\/strong>. &#8212; <em>PhD, \u0434\u043e\u0442\u0441\u0435\u043d\u0442, \u0414\u043e\u043d\u0438\u0448\u043a\u0430\u0434\u0430\u0438 \u043c\u0443\u04b3\u0430\u043d\u0434\u0438\u0441\u04e3-\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0411\u0443\u0445\u043e\u0440\u043e, \u0448. \u0411\u0443\u0445\u043e\u0440\u043e, \u04ee\u0437\u0431\u0435\u043a\u0438\u0441\u0442\u043e\u043d, <\/em><a href=\"mailto:ciulugbek@list.ru\"><em>ciulugbek@list.ru<\/em><\/a><em>&nbsp;<\/em><\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\u0427\u0430\u043a\u0438\u0434\u0430<\/strong><\/span><\/p>\n<p><em>&nbsp; \u0414\u0430\u0440 \u043c\u0430\u049b\u043e\u043b\u0430\u0438 \u043c\u0430\u0437\u043a\u0443\u0440 \u043c\u0430\u0444\u04b3\u0443\u043c\u04b3\u043e\u0438 \u0430\u0441\u043e\u0441\u04e3 \u0432\u0430 \u0443\u0441\u0443\u043b\u04b3\u043e\u0438 \u0438\u0441\u0442\u0438\u0444\u043e\u0434\u0430\u0448\u0430\u0432\u0430\u043d\u0434\u0430 \u04b3\u0430\u043d-\u0433\u043e\u043c\u0438 \u04b3\u0430\u043b\u043b\u0438 \u043c\u0430\u0441\u044a\u0430\u043b\u0430\u0438 \u0442\u0430\u0441\u043d\u0438\u0444 \u0434\u0430\u0440 \u043e\u043c\u04ef\u0437\u0438\u0448\u0438 \u043c\u043e\u0448\u0438\u043d\u04e3 \u0431\u0430\u0440\u0440\u0430\u0441\u04e3 \u043c\u0435\u0433\u0430\u0440\u0434\u0430\u043d\u0434. \u0422\u0430\u044a\u0440\u0438\u0444\u0438 \u0442\u0430\u0441\u043d\u0438\u0444 \u04b3\u0430\u043c\u0447\u0443\u043d \u0440\u0430\u0432\u0430\u043d\u0434\u0438 \u043c\u0430\u043d\u0441\u0443\u0431 \u0434\u043e\u043d\u0438\u0441\u0442\u0430\u043d\u0438 \u043e\u0431\u044a\u0435\u043a\u0442\u04b3\u043e \u0431\u0430 \u0441\u0438\u043d\u0444\u04b3\u043e\u0438 \u043c\u0443\u049b\u0430\u0440\u0440\u0430\u0440\u0448\u0443\u0434\u0430 \u0431\u043e \u0442\u0430\u043a\u044f \u0431\u0430 \u0442\u0430\u04b3\u043b\u0438\u043b\u0438 \u0430\u043b\u043e\u043c\u0430\u0442\u04b3\u043e\u0438 \u043e\u0431\u044a\u0435\u043a\u0442\u04b3\u043e \u043e\u0432\u0430\u0440\u0434\u0430 \u043c\u0435\u0448\u0430\u0432\u0430\u0434. \u041c\u0438\u0441\u043e\u043b\u04b3\u043e\u0438 \u0442\u0430\u0441\u043d\u0438\u0444\u0438 \u0434\u0443\u0441\u0438\u043d\u0444\u0430 \u0432\u0430 \u0431\u0438\u0441\u0451\u0440-\u0441\u0438\u043d\u0444\u0430 \u043e\u0432\u0430\u0440\u0434\u0430 \u043c\u0435\u0448\u0430\u0432\u0430\u043d\u0434. \u0414\u0430\u0440 \u043c\u0438\u0441\u043e\u043b\u0438 \u0441\u043e\u0445\u0442\u0430\u043d\u0438 \u0442\u0430\u0441\u043d\u0438\u0444\u0433\u0430\u0440\u0438 \u043e\u0434\u0434\u0438\u0442\u0430\u0440\u0438\u043d\u0438 \u0441\u0438\u0433\u043d\u0430\u043b\u04b3\u043e \u0431\u043e \u0451\u0440\u0438\u0438 \u0434\u0430\u0440\u0430\u0445\u0442\u0438 \u049b\u0430\u0440\u043e\u0440\u04b3\u043e \u0440\u0430\u0432\u0430\u043d\u0434\u0438 \u044d\u04b7\u043e\u0434\u0438 \u0442\u0430\u0441\u043d\u0438\u0444\u0433\u0430\u0440 \u0432\u0430 \u0442\u0430\u04b3\u043b\u0438\u043b\u0438 \u0441\u0430\u043c\u0430\u0440\u0430\u043d\u043e\u043a\u0438\u0438 \u043e\u043d \u0434\u0430\u0440 \u0430\u0441\u043e\u0441\u0438 \u043c\u0430\u044a\u043b\u0443-\u043c\u043e\u0442\u04b3\u043e\u0438 \u0441\u0430\u043d\u04b7\u0438\u0448\u04e3 \u0431\u043e \u0438\u0441\u0442\u0438\u0444\u043e\u0434\u0430 \u0430\u0437 \u043c\u0430\u0442\u0440\u0438\u0442\u0441\u0430\u0438 \u0445\u0430\u0442\u043e\u0433\u0438\u04b3\u043e \u0432\u0430 \u043d\u0438\u0448\u043e\u043d\u0434\u0438\u04b3\u0430\u043d\u0434\u0430\u04b3\u043e\u0438 \u0441\u0438\u0444\u0430\u0442, \u0430\u0437 \u049b\u0430\u0431\u0438\u043b\u0438 \u0434\u0430\u049b\u0438\u049b\u04e3, \u043f\u0443\u0440\u0440\u0430\u0433\u04e3 \u0432\u0430 F-\u0430\u043d\u0434\u043e\u0437\u0430 \u043c\u0443\u0444\u0430\u0441\u0441\u0430\u043b \u0448\u0430\u0440\u04b3 \u0434\u043e\u0434\u0430 \u043c\u0435\u0448\u0430\u0432\u0430\u0434. \u0424\u043e\u0440\u043c\u0443\u043b\u0430\u04b3\u043e\u0438 \u04b3\u0438\u0441\u043e\u0431\u043a\u0443-\u043d\u0438\u0438 \u0438\u043d \u043d\u0438\u0448\u043e\u043d\u0434\u0438\u04b3\u0430\u043d\u0434\u0430\u04b3\u043e \u043e\u0432\u0430\u0440\u0434\u0430 \u043c\u0435\u0448\u0430\u0432\u0430\u043d\u0434. \u0410\u04b3\u0430\u043c\u0438\u044f\u0442\u0438 \u043d\u0430\u043c\u043e\u044f\u043d\u0434\u0430\u0433\u0438\u0438 \u043c\u0430\u044a\u043b\u0443\u043c\u043e\u0442\u04b3\u043e\u0438 \u0441\u0430\u043d\u04b7\u0438\u0448\u04e3 \u0431\u0430\u0440\u043e\u0438 \u0430\u0440\u0437\u0451\u0431\u0438\u0438 \u0441\u0438\u0444\u0430\u0442\u0438 \u0442\u0430\u0441\u043d\u0438\u0444\u0433\u0430\u0440 \u049b\u0430\u0439\u0434 \u043a\u0430\u0440\u0434\u0430 \u043c\u0435\u0448\u0430\u0432\u0430\u0434. \u0414\u0430\u0440 \u0445\u043e\u0442\u0438\u043c\u0430 \u043c\u0443\u0430\u043b\u043b\u0438\u0444 \u0447\u0443\u043d\u0438\u043d \u0445\u0443\u043b\u043e-\u0441\u0430 \u043c\u0435\u0431\u0430\u0440\u043e\u0440\u0430\u0434, \u043a\u0438 \u0434\u0430\u049b\u0438\u049b\u0438\u044f\u0442 \u0430\u0437 \u0440\u04ef\u0438 \u043c\u0430\u04b7\u043c\u04ef\u0438 \u0441\u0430\u043d\u04b7\u0438\u0448\u04e3 Te \u04b3\u0430\u043c\u0447\u0443\u043d \u0434\u0430\u0441\u0442\u0440\u0430\u0441\u04e3 \u0444\u0430\u049b\u0430\u0442 \u0431\u0430 \u0441\u0438\u043d\u0444\u04b3\u043e\u0438 \u04b3\u0430\u049b\u0438\u049b\u04e3 \u0434\u0430\u0440 \u049b\u0438\u0441\u043c\u0438 \u0445\u0443\u0440\u0434\u0438 \u0444\u0430\u0437\u043e\u0438 \u043d\u0430\u043c\u0443\u043d\u0430\u04b3\u043e \u043c\u0443\u0430\u0439\u044f\u043d \u043a\u0430\u0440\u0434\u0430 \u043c\u0435\u0448\u0430\u0432\u0430\u0434, \u0430\u0437 \u0438\u043d \u0440\u04ef \u043e\u0446\u0435\u043d\u043a\u0430 &#8212; \u0438\u043d \u04b3\u0430\u043c\u0430 \u0447\u0438\u0437\u0435\u0441\u0442, \u043a\u0438 \u043c\u043e \u0443\u043c\u0435\u0434\u0432\u043e\u0440\u0435\u043c. \u0410\u0437 \u0438\u043d \u0440\u04ef \u043c\u0443\u04b3\u0438\u043c \u0430\u0441\u0442, \u043a\u0438 \u043c\u0430\u04b7\u043c\u04ef\u0438 \u0441\u0430\u043d\u04b7\u0438\u0448\u04e3 \u0442\u043e \u04b3\u0430\u0434\u0434\u0438 \u0438\u043c-\u043a\u043e\u043d \u043d\u0430\u043c\u043e\u044f\u043d\u0434\u0430\u0433\u04e3 \u0431\u043e\u0448\u0430\u0434. \u0418\u043d \u043e\u0434\u0430\u0442\u0430\u043d \u0431\u043e \u0444\u0430\u0440\u0437\u0438\u044f\u0438 \u044d\u04b3\u0442\u0438\u043c\u043e\u043b\u043e\u0442\u0438 \u043d\u043e\u043c\u0430\u044a\u043b\u0443\u043c \u0434\u0430\u0440 X, \u043a\u0438 \u0437\u0443\u04b3\u0443\u0440\u043e\u0442\u0438 \u043d\u0430\u043c\u0443\u043d\u0430\u04b3\u043e\u0440\u043e \u0434\u0430\u0440 \u043e\u043b\u0430\u043c \u0438\u0434\u043e\u0440\u0430 \u043c\u0435\u043a\u0443\u043d\u0430\u0434 \u0432\u0430 \u0438\u043d, \u043a\u0438 \u043c\u0430\u04b7\u043c\u04ef\u0438 \u0441\u0430\u043d\u04b7\u0438\u0448\u04e3 Te \u043c\u0443\u0432\u043e\u0444\u0438\u049b\u0438 \u04b3\u0430\u043c\u0438\u043d \u0442\u0430\u049b\u0441\u0438\u043c\u043e\u0442 \u0442\u0430\u0432\u043b\u0438\u0434 \u043a\u0430\u0440\u0434\u0430 \u043c\u0435\u0448\u0430\u0432\u0430\u0434, \u0440\u0430\u0441\u043c\u04e3 \u043a\u0430\u0440\u0434\u0430 \u043c\u0435\u0448\u0430\u0432\u0430\u0434. \u0414\u0430\u0440 \u043c\u0430\u04b7\u043c\u04ef\u044a, \u043c\u0430\u049b\u043e\u043b\u0430 \u0431\u0430\u0440\u043e\u0438 \u043c\u0443-\u0442\u0430\u0445\u0430\u0441\u0441\u0438\u0441\u043e\u043d \u0434\u0430\u0440 \u0441\u043e\u04b3\u0430\u0438 \u043e\u043c\u04ef\u0437\u0438\u0448\u0438 \u043c\u043e\u0448\u0438\u043d\u04e3 \u0432\u0430 \u0442\u0430\u04b3\u043b\u0438\u043b\u0438 \u0438\u0442\u0442\u0438\u043b\u043e\u043e\u0442 \u043c\u0430\u043d\u0444\u0438\u0430\u0442\u043e\u0432\u0430\u0440 \u0430\u0441\u0442.<\/em><\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\u041a\u0430\u043b\u0438\u0434\u0432\u043e\u0436\u0430\u04b3\u043e<\/strong><\/span><\/p>\n<p><em>&nbsp;\u0442\u0430\u0441\u043d\u0438\u0444, \u043e\u043c\u04ef\u0437\u0438\u0448\u0438 \u043c\u043e\u0448\u0438\u043d\u0441\u043e\u0437\u04e3, \u0444\u0443\u043d\u043a\u0441\u0438\u044f, \u0444\u0438\u043b\u0442\u0440\u043a\u0443\u043d\u0438\u0438 \u0441\u0438\u0433\u043d\u0430\u043b, \u0431\u0438\u043d\u0430\u0440\u04e3, \u0434\u0430\u0440\u0430\u0445\u0442\u0438 \u0445\u0443\u0441\u0443\u0441\u0438\u044f\u0442, \u043c\u0438\u0441\u043e\u043b\u04b3\u043e\u0438 \u0441\u0430\u043d\u04b7\u0438\u0448\u04e3, \u044d\u04b3\u0442\u0438\u043c\u043e\u043b\u0438\u044f\u0442.<\/em><\/p>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:5fe4ea64 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:c0e923a4 --><!-- vcwb\/dynamicElementComment:7c81f4f9 --><\/p>\n<div class=\"vce-col vce-col--md-22p vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last\" id=\"el-7c81f4f9\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-7c81f4f9\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-7c81f4f9\"><!-- vcwb\/dynamicElementComment:ea7f9f42 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-ea7f9f42\" data-vce-do-apply=\"all el-ea7f9f42\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\"><span style=\"font-size: 14pt;\">\u0417\u0430\u0431\u043e\u043d<\/span><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">\u0442\u043e\u04b7\u0438\u043a\u04e3<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:ea7f9f42 --><!-- vcwb\/dynamicElementComment:dfd64d3a --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-dfd64d3a\" data-vce-do-apply=\"all el-dfd64d3a\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\"><span style=\"font-size: 14pt;\">\u041d\u0430\u043c\u0443\u0434<\/span><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">\u0442\u0435\u0445\u043d\u0438\u043a\u04e3<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:dfd64d3a --><!-- vcwb\/dynamicElementComment:b9efeb3f --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-b9efeb3f\" data-vce-do-apply=\"all el-b9efeb3f\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\"><span style=\"font-size: 14pt;\">\u0421\u043e\u043b<\/span><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">2023<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:b9efeb3f --><!-- vcwb\/dynamicElementComment:2ebe88c3 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-2ebe88c3\" data-vce-do-apply=\"all el-2ebe88c3\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\"><span style=\"font-size: 14pt;\">\u0421\u0430\u04b3\u0438\u0444\u0430<\/span><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">24<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:2ebe88c3 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:7c81f4f9 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:01843a7d --><!-- vcwb\/dynamicElementComment:c567b6a1 --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-c567b6a1\" data-vce-do-apply=\"all el-c567b6a1\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:d2e21aae --><\/p>\n<div class=\"vce-col vce-col--md-auto vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-d2e21aae\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-d2e21aae\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-d2e21aae\"><!-- vcwb\/dynamicElementComment:95847052 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-95847052\" data-vce-do-apply=\"all el-95847052\">\n<p><span style=\"font-size: 14pt;\"><strong><em>\u0420\u04ef\u0439\u0445\u0430\u0442\u0438 \u0430\u0434\u0430\u0431\u0438\u0451\u0442\u04b3\u043e\u0438 \u0438\u0441\u0442\u0438\u0444\u043e\u0434\u0430\u0448\u0443\u0434\u0430<\/em><\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li><em>\u0410\u0432\u0435\u0437\u043e\u0432 \u0410.\u0425. \u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u0434\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043d\u0430\u0443\u0447\u043d\u043e\u043c\u0443 \u0442\u0432\u043e\u0440\u0447\u0435\u0441\u0442\u0432\u0443. \u0412\u0435\u0441\u0442\u043d\u0438\u043a \u0422\u0430\u0434\u0436\u0438\u043a\u0441\u043a\u043e\u0433\u043e \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u043f\u0440\u0430\u0432\u0430, \u0431\u0438\u0437\u043d\u0435\u0441\u0430 \u0438 \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0438. 2014. \u2116 1 (57). \u0421. 316-327.<\/em><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol start=\"2\">\n<li><em>Allwein, E.L., Schapire, R.E. and Singer, Y. (2000). Reducing multiclass to <\/em><em>binary: A unifying approach for margin classifiers. In P. Langley (ed.), Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), pp. 9\u201316.<\/em><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol start=\"3\">\n<li><em>Blockeel, H., De Raedt, L. and Ramon, J. (1998). Top-down induction of clustering trees. In J.W. Shavlik (ed.), Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), pp. 55\u201363.<\/em><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol start=\"4\">\n<li><em>Boser, B.E., Guyon, I. and Vapnik, V. (1992). A training algorithm for optimal margin classifiers. In Proceedings of the International Conference on Computational Learning Theory (COLT 1992), pp. 144\u2013152.<\/em><\/li>\n<li><em>Breiman, L., Friedman, J.H., Olshen, R.A. and Stone, C.J. (1984). Classification and Regression Trees. Wadsworth.<\/em><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:95847052 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:d2e21aae --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:c567b6a1 --><!-- vcwb\/dynamicElementComment:7dbd9761 --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-7dbd9761\" data-vce-do-apply=\"all el-7dbd9761\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:0537a899 --><\/p>\n<div class=\"vce-col vce-col--md-auto vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-0537a899\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-0537a899\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-0537a899\"><!-- vcwb\/dynamicElementComment:855cb97a --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-855cb97a\" data-vce-do-apply=\"all el-855cb97a\">\n<p><span style=\"font-size: 14pt;\"><strong>\u0422\u0430\u044a\u0440\u0438\u0445\u0438 \u043d\u0430\u0448\u0440<\/strong><\/span><\/p>\n<p>2023-10-19<\/p>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:855cb97a --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:0537a899 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:7dbd9761 --><!--vcv no format--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041c\u0443\u0430\u043b\u043b\u0438\u0444\u043e\u043d &nbsp; &nbsp;&nbsp; \u0418\u0431\u0440\u043e\u04b3\u0438\u043c\u043e\u0432 \u0423.\u041c. &#8212; PhD, \u0434\u043e\u0442\u0441\u0435\u043d\u0442, \u0414\u043e\u043d\u0438\u0448\u043a\u0430\u0434\u0430\u0438 \u043c\u0443\u04b3\u0430\u043d\u0434\u0438\u0441\u04e3-\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0411\u0443\u0445\u043e\u0440\u043e, \u0448. \u0411\u0443\u0445\u043e\u0440\u043e, \u04ee\u0437\u0431\u0435\u043a\u0438\u0441\u0442\u043e\u043d, ciulugbek@list.ru&nbsp; \u0427\u0430\u043a\u0438\u0434\u0430 &nbsp; \u0414\u0430\u0440 \u043c\u0430\u049b\u043e\u043b\u0430\u0438 \u043c\u0430\u0437\u043a\u0443\u0440 \u043c\u0430\u0444\u04b3\u0443\u043c\u04b3\u043e\u0438 \u0430\u0441\u043e\u0441\u04e3 \u0432\u0430 \u0443\u0441\u0443\u043b\u04b3\u043e\u0438 \u0438\u0441\u0442\u0438\u0444\u043e\u0434\u0430\u0448\u0430\u0432\u0430\u043d\u0434\u0430 \u04b3\u0430\u043d-\u0433\u043e\u043c\u0438 \u04b3\u0430\u043b\u043b\u0438 \u043c\u0430\u0441\u044a\u0430\u043b\u0430\u0438 \u0442\u0430\u0441\u043d\u0438\u0444 \u0434\u0430\u0440 \u043e\u043c\u04ef\u0437\u0438\u0448\u0438 \u043c\u043e\u0448\u0438\u043d\u04e3 \u0431\u0430\u0440\u0440\u0430\u0441\u04e3 \u043c\u0435\u0433\u0430\u0440\u0434\u0430\u043d\u0434. \u0422\u0430\u044a\u0440\u0438\u0444\u0438 \u0442\u0430\u0441\u043d\u0438\u0444 \u04b3\u0430\u043c\u0447\u0443\u043d \u0440\u0430\u0432\u0430\u043d\u0434\u0438 \u043c\u0430\u043d\u0441\u0443\u0431 \u0434\u043e\u043d\u0438\u0441\u0442\u0430\u043d\u0438 \u043e\u0431\u044a\u0435\u043a\u0442\u04b3\u043e \u0431\u0430 \u0441\u0438\u043d\u0444\u04b3\u043e\u0438 \u043c\u0443\u049b\u0430\u0440\u0440\u0430\u0440\u0448\u0443\u0434\u0430 \u0431\u043e \u0442\u0430\u043a\u044f \u0431\u0430 \u0442\u0430\u04b3\u043b\u0438\u043b\u0438 \u0430\u043b\u043e\u043c\u0430\u0442\u04b3\u043e\u0438 \u043e\u0431\u044a\u0435\u043a\u0442\u04b3\u043e \u043e\u0432\u0430\u0440\u0434\u0430 \u043c\u0435\u0448\u0430\u0432\u0430\u0434. \u041c\u0438\u0441\u043e\u043b\u04b3\u043e\u0438 \u0442\u0430\u0441\u043d\u0438\u0444\u0438 \u0434\u0443\u0441\u0438\u043d\u0444\u0430 \u0432\u0430 \u0431\u0438\u0441\u0451\u0440-\u0441\u0438\u043d\u0444\u0430 \u043e\u0432\u0430\u0440\u0434\u0430 \u043c\u0435\u0448\u0430\u0432\u0430\u043d\u0434. \u0414\u0430\u0440 \u043c\u0438\u0441\u043e\u043b\u0438 \u0441\u043e\u0445\u0442\u0430\u043d\u0438 \u0442\u0430\u0441\u043d\u0438\u0444\u0433\u0430\u0440\u0438 \u043e\u0434\u0434\u0438\u0442\u0430\u0440\u0438\u043d\u0438 \u0441\u0438\u0433\u043d\u0430\u043b\u04b3\u043e \u0431\u043e \u0451\u0440\u0438\u0438 \u0434\u0430\u0440\u0430\u0445\u0442\u0438 \u049b\u0430\u0440\u043e\u0440\u04b3\u043e \u0440\u0430\u0432\u0430\u043d\u0434\u0438 \u044d\u04b7\u043e\u0434\u0438 \u0442\u0430\u0441\u043d\u0438\u0444\u0433\u0430\u0440 \u0432\u0430 \u0442\u0430\u04b3\u043b\u0438\u043b\u0438 \u0441\u0430\u043c\u0430\u0440\u0430\u043d\u043e\u043a\u0438\u0438 \u043e\u043d \u0434\u0430\u0440 \u0430\u0441\u043e\u0441\u0438 \u043c\u0430\u044a\u043b\u0443-\u043c\u043e\u0442\u04b3\u043e\u0438 \u0441\u0430\u043d\u04b7\u0438\u0448\u04e3 \u0431\u043e \u0438\u0441\u0442\u0438\u0444\u043e\u0434\u0430 \u0430\u0437 \u043c\u0430\u0442\u0440\u0438\u0442\u0441\u0430\u0438 \u0445\u0430\u0442\u043e\u0433\u0438\u04b3\u043e \u0432\u0430 \u043d\u0438\u0448\u043e\u043d\u0434\u0438\u04b3\u0430\u043d\u0434\u0430\u04b3\u043e\u0438 \u0441\u0438\u0444\u0430\u0442, \u0430\u0437 \u049b\u0430\u0431\u0438\u043b\u0438&hellip;<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[408],"tags":[412],"class_list":["post-3089","post","type-post","status-publish","format-standard","hentry","category---2023","tag---2023-1"],"acf":[],"featured_image_src":null,"author_info":{"display_name":"Ilhomjon 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