{"id":1021,"date":"2022-02-08T18:26:42","date_gmt":"2022-02-08T18:26:42","guid":{"rendered":"https:\/\/ccrmaquinaria.es\/?p=1021"},"modified":"2023-05-26T06:41:17","modified_gmt":"2023-05-26T06:41:17","slug":"tipovye-patterny-klasternogo-analiza","status":"publish","type":"post","link":"https:\/\/ccrmaquinaria.es\/index.php\/2022\/02\/08\/tipovye-patterny-klasternogo-analiza\/","title":{"rendered":"\u0422\u0438\u043f\u043e\u0432\u044b\u0435 \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u044b \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0430"},"content":{"rendered":"<div id=\"toc\" style=\"background: #f9f9f9;border: 1px solid #aaa;display: table;margin-bottom: 1em;padding: 1em;width: 350px;\">\n<p class=\"toctitle\" style=\"font-weight: 700;text-align: center;\">\u0421\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0435<\/p>\n<ul class=\"toc_list\">\n<li><a href=\"#toc-0\">\u041f\u043b\u044e\u0441\u044b 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\u0430\u043d\u0430\u043b\u0438\u0437\u0430<\/h2>\n<p>\u0413\u043b\u0430\u0432\u043d\u043e\u0435 \u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0440\u0430\u0437\u0431\u0438\u0435\u043d\u0438\u0435 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u0430 \u0438\u0441\u0441\u043b\u0435\u0434\u0443\u0435\u043c\u044b\u0445 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u0438 \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u043e\u0432 \u043d\u0430 \u043e\u0434\u043d\u043e\u0440\u043e\u0434\u043d\u044b\u0435 \u0432 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u043c \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0438 \u0433\u0440\u0443\u043f\u043f\u044b \u0438\u043b\u0438 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u044b. \u042d\u0442\u043e \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442, \u0447\u0442\u043e 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\" 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6B1UEnUEdg9u\/ZuYfkc+OV4D+EY3W3M7P3ZWiz2D1T7IAh5\/HuEqY4pqcrKEqS4lk5GluDOoAgXSkg6Ea7RIUOv0nEcmahRpvyiXDhaK+GpHWFriygD2iNKtYhVR5+UkRTqjNiYUjiOsNoyMpW6hoE5iCo5nASE3ISlR3yhUzkc+OV4D+EAf\/\/Z\" 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\u0412\u044b\u0441\u043e\u043a\u0438\u0435 \u043e\u0446\u0435\u043d\u043a\u0438 \u0441\u0432\u0438\u0434\u0435\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u0443\u044e\u0442 \u043e \u043f\u0440\u043e\u0442\u0435\u043a\u0430\u043d\u0438\u0438 \u043f\u0441\u0438\u0445\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e \u043f\u043e \u043c\u0443\u0436\u0441\u043a\u043e\u043c\u0443 \u0442\u0438\u043f\u0443, \u043d\u0438\u0437\u043a\u0438\u0435 \u2013 \u043f\u043e \u0436\u0435\u043d\u0441\u043a\u043e\u043c\u0443.<\/p>\n<p>\u041a\u043b\u0430\u0441\u0442\u0435\u0440\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u043f\u043e\u043b\u0435\u0437\u0435\u043d \u0432\u0435\u0437\u0434\u0435, \u0433\u0434\u0435 \u043d\u0443\u0436\u043d\u043e \u0432\u044b\u0434\u0435\u043b\u044f\u0442\u044c \u0433\u0440\u0443\u043f\u043f\u044b \u043a\u043b\u0438\u0435\u043d\u0442\u043e\u0432 \u0438 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0431\u0430\u043d\u043a\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0430\u043d\u0430\u043b\u0438\u0437 \u0434\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u043a\u0440\u0435\u0434\u0438\u0442\u043d\u043e\u0433\u043e <a href=\"https:\/\/boriscooper.org\/chto-takoe-klasternyy-analiz-v-treydinge\/\">\u0447\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0432 \u0442\u0440\u0435\u0439\u0434\u0438\u043d\u0433\u0435<\/a> \u0440\u0435\u0439\u0442\u0438\u043d\u0433\u0430, \u0430 \u0441\u0442\u0440\u0430\u0445\u043e\u0432\u044b\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u2014 \u0447\u0442\u043e\u0431\u044b \u0432\u044b\u044f\u0432\u043b\u044f\u0442\u044c \u043c\u043e\u0448\u0435\u043d\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438. \u0423\u0437\u043d\u0430\u0439\u0442\u0435, \u043a\u0430\u043a \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0442\u044c \u0435\u0451 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0430.<\/p>\n<h2 id=\"toc-3\">\u041f\u0420\u0418\u041c\u0415\u041d\u0415\u041d\u0418\u0415 \u041a\u041e\u0413\u041d\u0418\u0422\u0418\u0412\u041d\u041e\u0419 \u0413\u0420\u0410\u0424\u0418\u041a\u0418 \u0418 \u041c\u041d\u041e\u0413\u041e\u041c\u0415\u0420\u041d\u042b\u0425 \u041c\u0415\u0422\u041e\u0414\u041e\u0412 \u0410\u041d\u0410\u041b\u0418\u0417\u0410 \u0414\u0410\u041d\u041d\u042b\u0425 \u0412 \u0421\u041e\u0426\u0418\u0410\u041b\u042c\u041d\u041e-\u041f\u0421\u0418\u0425\u041e\u041b\u041e\u0413\u0418\u0427\u0415\u0421\u041a\u0418\u0425 \u0418\u0421\u0421\u041b\u0415\u0414\u041e\u0412\u0410\u041d\u0418\u042f\u0425<\/h2>\n<p>\u0417\u0430\u043c\u0435\u0447\u0435\u043d\u043e, \u0447\u0442\u043e \u043b\u044e\u0434\u0438 \u0441 \u0441\u0438\u043b\u044c\u043d\u043e \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u043d\u044b\u043c \u0441\u0442\u0440\u0435\u043c\u043b\u0435\u043d\u0438\u0435\u043c \u043a \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u044e \u0443\u0441\u043f\u0435\u0445\u043e\u0432 \u0434\u043e\u0431\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0432 \u0436\u0438\u0437\u043d\u0438 \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0431\u043e\u043b\u044c\u0448\u0435\u0433\u043e, \u0447\u0435\u043c \u0442\u0435, \u0443 \u043a\u043e\u0433\u043e \u0442\u0430\u043a\u0430\u044f \u043c\u043e\u0442\u0438\u0432\u0430\u0446\u0438\u044f \u0441\u043b\u0430\u0431\u0430 \u0438\u043b\u0438 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u0435\u0442 . \u0421\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b \u043f\u0440\u043e\u0440\u0438\u0441\u043e\u0432\u043a\u0438 \u0434\u043b\u044f \u043e\u0434\u043d\u043e\u0433\u043e \u043d\u0430\u0431\u043e\u0440\u0430. \u0412 \u043a\u0430\u0436\u0434\u043e\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u0435 \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043e\u0434\u043d\u043e \u0438 \u0431\u043e\u043b\u0435\u0435 \u043e\u043a\u043e\u043d \u0434\u0430\u043d\u043d\u044b\u0445.<\/p>\n<ul>\n<li>\u0412 \u043e\u0431\u0449\u0435\u043c, \u0432\u0441\u044f\u043a\u0438\u0439 \u0440\u0430\u0437, \u043a\u043e\u0433\u0434\u0430 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u00ab\u0433\u043e\u0440\u044b\u00bb \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u043a \u043f\u0440\u0438\u0433\u043e\u0434\u043d\u044b\u043c \u0434\u043b\u044f \u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0435\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0433\u0440\u0443\u043f\u043f\u0430\u043c, \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u0432\u0435\u0441\u044c\u043c\u0430 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u043c \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u043c.<\/li>\n<li>\u041f\u0440\u043e\u0434\u0443\u043a\u0442 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0432\u0441\u0435 \u0432\u0438\u0434\u044b \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445, \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044f \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441 \u043d\u0438\u043c\u0438 \u0438 \u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c, \u043a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432\u043b\u0438\u044f\u044e\u0442 \u043d\u0430 \u0438\u0445 \u0432\u0438\u0437\u0443\u0430\u043b\u044c\u043d\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435.<\/li>\n<li>\u0422\u0440\u0435\u0442\u0438\u0439 \u043a\u043b\u0430\u0441\u0442\u0435\u0440 \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u0438\u043b \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432, \u0438\u043c\u0435\u044e\u0449\u0438\u0445 \u0441\u0430\u043c\u044b\u0435 \u043d\u0438\u0437\u043a\u0438\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0438 \u043e\u0431\u0449\u0435\u0439 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0438 \u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0439 \u043f\u043e\u043b\u0435\u0437\u043d\u043e\u0441\u0442\u0438.<\/li>\n<li>\u041a\u0430\u0436\u0434\u044b\u0439 \u0432\u0435\u0440\u0442\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0439 \u0441\u0442\u043e\u043b\u0431\u0435\u0446 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0430 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u043e\u0434\u043d\u043e\u0439 \u0441\u0432\u0435\u0447\u0435 \u043d\u0430 \u0432\u044b\u0431\u0440\u0430\u043d\u043d\u043e\u043c \u0442\u0430\u0439\u043c\u0444\u0440\u0435\u0439\u043c\u0435.<\/li>\n<li>\u0418\u0441\u0441\u043b\u0435\u0434\u0443\u0435\u043c\u044b\u0445 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0438 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0442\u0438\u043f\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 (\u0438\u043d\u0442\u0435\u0440\u0432\u0430\u043b\u044c\u043d\u044b\u043c \u0434\u0430\u043d\u043d\u044b\u043c, \u0447\u0430\u0441\u0442\u043e\u0442\u0430\u043c, \u0431\u0438\u043d\u0430\u0440\u043d\u044b\u043c \u0434\u0430\u043d\u043d\u044b\u043c).<\/li>\n<\/ul>\n<p>\u0412\u043e\u0442 \u0447\u0442\u043e \u043d\u0443\u0436\u043d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c, \u0447\u0442\u043e\u0431\u044b \u043f\u0440\u043e\u0432\u0435\u0441\u0442\u0438 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437. \u041a\u043b\u0430\u0441\u0442\u0435\u0440\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u0441\u043b\u043e\u0432 \u2014 \u0440\u0430\u0437\u0434\u0435\u043b\u044f\u0442\u044c \u0438\u0445 \u043d\u0430 \u0433\u0440\u0443\u043f\u043f\u044b \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0440\u0435\u0439\u0442\u0438\u043d\u0433\u0430, \u0440\u0435\u043b\u0435\u0432\u0430\u043d\u0442\u043d\u043e\u0441\u0442\u0438, \u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0438 \u0434\u0440\u0443\u0433\u0438\u0445 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432. \u0418\u0437\u0443\u0447\u0438\u0442\u044c \u0432\u0441\u044e \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u0440\u0430\u0437\u043e\u043c \u0442\u043e\u0436\u0435 \u043d\u0435\u043b\u044c\u0437\u044f, \u0442\u0430\u043a \u043a\u0430\u043a \u0434\u0430\u043d\u043d\u044b\u0435 \u0441\u0438\u043b\u044c\u043d\u043e \u0440\u0430\u0437\u043b\u0438\u0447\u0430\u044e\u0442\u0441\u044f \u043e\u0442 \u043a\u043b\u0438\u0435\u043d\u0442\u0430 \u043a \u043a\u043b\u0438\u0435\u043d\u0442\u0443. \u041d\u0443\u0436\u043d\u043e \u043d\u0430\u0439\u0442\u0438 \u0437\u043e\u043b\u043e\u0442\u0443\u044e \u0441\u0435\u0440\u0435\u0434\u0438\u043d\u0443 \u043c\u0435\u0436\u0434\u0443 \u0430\u043d\u0430\u043b\u0438\u0437\u043e\u043c \u0432\u0441\u0435\u0433\u043e \u0438 \u0441\u0440\u0430\u0437\u0443 \u0438 \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u0435\u043c \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u043a\u043b\u0438\u0435\u043d\u0442\u0430 \u043f\u043e \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438. \u041f\u043e\u044d\u0442\u043e\u043c\u0443 \u043d\u0443\u0436\u043d\u043e \u0440\u0430\u0437\u0434\u0435\u043b\u0438\u0442\u044c \u0432\u0441\u0435\u0445 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\u0441\u0432\u044f\u0437\u044c \u2014 \u0441\u0430\u043c\u044b\u0439 \u0445\u0440\u0443\u043f\u043a\u0438\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u0441\u0432\u044f\u0437\u0438 \u0432 \u044d\u0442\u043e\u043c \u0432\u043e\u043f\u0440\u043e\u0441\u0435. \u041c\u043e\u0436\u043d\u043e \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0434\u0435\u0440\u0435\u0432\u043e, \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0435\u0435 \u0438\u0435\u0440\u0430\u0440\u0445\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0441\u043b\u0438\u044f\u043d\u0438\u0435 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u043e\u0432, \u0432 \u0432\u0438\u0434\u0435 \u0434\u0435\u043d\u0434\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b.<\/p>\n<h2 id=\"toc-5\">3.10.2.\u00a0\u041e\u0446\u0435\u043d\u043a\u0438 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0432\u0437\u0430\u0438\u043c\u043d\u043e\u0439 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