{"id":478045,"date":"2023-08-09T09:26:29","date_gmt":"2023-08-09T09:26:29","guid":{"rendered":""},"modified":"2023-09-05T11:15:58","modified_gmt":"2023-09-05T11:15:58","slug":"model-drift","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ir\/wiki\/model-drift\/","title":{"rendered":"\u062f\u0631\u06cc\u0641\u062a \u0645\u062f\u0644"},"content":{"rendered":"<p>\u0631\u0627\u0646\u0634 \u0645\u062f\u0644 \u0628\u0647 \u067e\u062f\u06cc\u062f\u0647 \u0627\u06cc \u0627\u0637\u0644\u0627\u0642 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0647\u062f\u0641\u060c \u06a9\u0647 \u0645\u062f\u0644 \u0633\u0639\u06cc \u062f\u0631 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0622\u0646 \u062f\u0627\u0631\u062f\u060c \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 \u0628\u0647 \u0631\u0648\u0634 \u0647\u0627\u06cc \u067e\u06cc\u0634 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\u062f\u0631\u06a9 \u0634\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0628\u0627 \u0638\u0647\u0648\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u062f\u0631 \u0642\u0631\u0646 \u0628\u06cc\u0633\u062a \u0648 \u06cc\u06a9\u0645 \u0628\u0631\u062c\u0633\u062a\u0647 \u062a\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u0648\u0627\u06cc\u0644 \u062f\u0647\u0647 2000\u060c \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0634\u0631\u0648\u0639 \u0628\u0647 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062f\u0631 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u067e\u0648\u06cc\u0627 \u06a9\u0631\u062f\u0646\u062f\u060c \u0627\u0635\u0637\u0644\u0627\u062d \u00ab\u0645\u062f\u0644 \u0631\u0627\u0646\u0634\u00bb \u0628\u0647\u200c\u0637\u0648\u0631 \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u0627\u06cc \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f.<\/p>\n<h2>\u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0642\u06cc\u0642 \u062f\u0631 \u0645\u0648\u0631\u062f \u062f\u0631\u06cc\u0641\u062a \u0645\u062f\u0644: \u06af\u0633\u062a\u0631\u0634 \u0645\u0648\u0636\u0648\u0639 \u062f\u0631\u06cc\u0641\u062a \u0645\u062f\u0644<\/h2>\n<p>\u0631\u0627\u0646\u0634 \u0645\u062f\u0644 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc \u0628\u0647 \u062f\u0648 \u0646\u0648\u0639 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc \u0634\u0648\u062f: \u0631\u0627\u0646\u0634 \u0645\u062a\u063a\u06cc\u0631 \u0648 \u0631\u0627\u0646\u0634 \u0645\u0641\u0647\u0648\u0645\u06cc.<\/p>\n<ol>\n<li><strong>\u062f\u0631\u06cc\u0641\u062a \u0645\u062a\u063a\u06cc\u0631<\/strong>: \u0627\u06cc\u0646 \u0632\u0645\u0627\u0646\u06cc \u0627\u062a\u0641\u0627\u0642 \u0645\u06cc \u0627\u0641\u062a\u062f \u06a9\u0647 \u062a\u0648\u0632\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc (\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627) \u062a\u063a\u06cc\u06cc\u0631 \u06a9\u0646\u062f\u060c \u0627\u0645\u0627 \u0631\u0627\u0628\u0637\u0647 \u0628\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc \u062b\u0627\u0628\u062a \u0645\u06cc \u0645\u0627\u0646\u062f.<\/li>\n<li><strong>\u062f\u0631\u06cc\u0641\u062a \u0645\u0641\u0647\u0648\u0645\u06cc<\/strong>: \u0627\u06cc\u0646 \u0632\u0645\u0627\u0646\u06cc \u0627\u062a\u0641\u0627\u0642 \u0645\u06cc \u0627\u0641\u062a\u062f \u06a9\u0647 \u0631\u0627\u0628\u0637\u0647 \u0628\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u06a9\u0646\u062f.<\/li>\n<\/ol>\n<p>\u062a\u0634\u062e\u06cc\u0635 \u0631\u0627\u0646\u0634 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u062d\u0641\u0638 \u062f\u0642\u062a \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0645\u062f\u0644 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a. \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0631\u0627\u0646\u0634 \u0634\u0627\u0645\u0644 \u062a\u0633\u062a\u200c\u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc\u060c \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0631\u0627\u0646\u0634 \u0627\u0633\u062a.<\/p>\n<h2>\u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062e\u0644\u06cc \u062f\u0631\u06cc\u0641\u062a \u0645\u062f\u0644: \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u062f\u0631\u06cc\u0641\u062a<\/h2>\n<p>\u0631\u0627\u0646\u0634 \u0645\u062f\u0644 \u06cc\u06a9 \u067e\u062f\u06cc\u062f\u0647 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u062a\u062d\u062a \u062a\u0623\u062b\u06cc\u0631 \u0639\u0648\u0627\u0645\u0644 \u0645\u062e\u062a\u0644\u0641\u06cc \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u062f. \u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062e\u0644\u06cc \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u062f\u0631\u06a9 \u06a9\u0631\u062f:<\/p>\n<ol>\n<li><strong>\u0645\u0646\u0628\u0639 \u0627\u0637\u0644\u0627\u0639\u0627\u062a<\/strong>: \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0631 \u0645\u0646\u0628\u0639 \u062f\u0627\u062f\u0647 \u06cc\u0627 \u0631\u0648\u0634 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\u0628\u06cc\u0634\u062a\u0631 \u0645\u0633\u062a\u0639\u062f \u062f\u0631\u06cc\u0641\u062a \u0628\u0627\u0634\u0646\u062f.<\/li>\n<li><strong>\u0632\u0645\u0627\u0646<\/strong>: \u0628\u0627 \u06af\u0630\u0634\u062a \u0632\u0645\u0627\u0646\u060c \u062a\u062d\u0648\u0644\u0627\u062a \u0637\u0628\u06cc\u0639\u06cc \u062f\u0631 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0632\u06cc\u0631\u0628\u0646\u0627\u06cc\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u0646\u062c\u0631 \u0628\u0647 \u0631\u0627\u0646\u0634 \u0634\u0648\u062f.<\/li>\n<\/ol>\n<h2>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0631\u06cc\u0641\u062a \u0645\u062f\u0644<\/h2>\n<ul>\n<li><strong>\u0642\u0627\u0628\u0644\u06cc\u062a \u062a\u0634\u062e\u06cc\u0635<\/strong>: \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0634\u06a9\u0627\u0644 \u0631\u0627\u0646\u0634 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u0628\u0642\u06cc\u0647 \u0642\u0627\u0628\u0644 \u062a\u0634\u062e\u06cc\u0635 \u0647\u0633\u062a\u0646\u062f.<\/li>\n<li><strong>\u0628\u0631\u06af\u0634\u062a \u067e\u0630\u06cc\u0631\u06cc<\/strong>: \u0628\u0631\u062e\u06cc \u0627\u0632 \u0631\u0627\u0646\u0634 \u0647\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0645\u0648\u0642\u062a\u06cc \u0648 \u0628\u0631\u06af\u0634\u062a \u067e\u0630\u06cc\u0631 \u0628\u0627\u0634\u0646\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0628\u0631\u062e\u06cc \u062f\u06cc\u06af\u0631 \u062f\u0627\u0626\u0645\u06cc \u0647\u0633\u062a\u0646\u062f.<\/li>\n<li><strong>\u0634\u062f\u062a<\/strong>: \u062a\u0627\u062b\u06cc\u0631 \u0631\u0627\u0646\u0634 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u062c\u0632\u0626\u06cc \u062a\u0627 \u0634\u062f\u06cc\u062f \u0645\u062a\u063a\u06cc\u0631 \u0628\u0627\u0634\u062f.<\/li>\n<li><strong>\u0633\u0631\u0639\u062a<\/strong>: \u0631\u0627\u0646\u0634 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0622\u0631\u0627\u0645\u06cc \u06cc\u0627 \u0646\u0627\u06af\u0647\u0627\u0646\u06cc \u0631\u062e \u062f\u0647\u062f.<\/li>\n<\/ul>\n<h2>\u0627\u0646\u0648\u0627\u0639 \u062f\u0631\u06cc\u0641\u062a \u0645\u062f\u0644: \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062c\u062f\u0627\u0648\u0644 \u0648 \u0644\u06cc\u0633\u062a \u0647\u0627<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u062f<\/th>\n<th>\u0634\u0631\u062d<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u062f\u0631\u06cc\u0641\u062a \u0645\u062a\u063a\u06cc\u0631<\/td>\n<td>\u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062f\u0631 \u062a\u0648\u0632\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u062f\u0631\u06cc\u0641\u062a \u0645\u0641\u0647\u0648\u0645\u06cc<\/td>\n<td>\u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062f\u0631 \u0631\u0627\u0628\u0637\u0647 \u0628\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc.<\/td>\n<\/tr>\n<tr>\n<td>\u0631\u0627\u0646\u0634 \u062a\u062f\u0631\u06cc\u062c\u06cc<\/td>\n<td>\u0631\u0627\u0646\u0634 \u06a9\u0647 \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 \u0628\u0647 \u0622\u0631\u0627\u0645\u06cc \u0631\u062e \u0645\u06cc \u062f\u0647\u062f.<\/td>\n<\/tr>\n<tr>\n<td>\u0631\u0627\u0646\u0634 \u0646\u0627\u06af\u0647\u0627\u0646\u06cc<\/td>\n<td>\u0631\u0627\u0646\u0634 \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0646\u0627\u06af\u0647\u0627\u0646\u06cc \u0631\u062e \u0645\u06cc \u062f\u0647\u062f.<\/td>\n<\/tr>\n<tr>\n<td>\u062f\u0631\u06cc\u0641\u062a \u0627\u0641\u0632\u0627\u06cc\u0634\u06cc<\/td>\n<td>\u062f\u0631\u06cc\u0641\u062a \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u062a\u062f\u0631\u06cc\u062c\u06cc \u062f\u0631 \u0645\u0631\u0627\u062d\u0644 \u06a9\u0648\u0686\u06a9 \u0627\u062a\u0641\u0627\u0642 \u0645\u06cc \u0627\u0641\u062a\u062f.<\/td>\n<\/tr>\n<tr>\n<td>\u0631\u0627\u0646\u0634 \u0641\u0635\u0644\u06cc<\/td>\n<td>\u0631\u0627\u0646\u0634 \u06a9\u0647 \u0627\u0632 \u0627\u0644\u06af\u0648\u06cc \u0641\u0635\u0644\u06cc \u067e\u06cc\u0631\u0648\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0631\u0627\u0647\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0631\u06cc\u0641\u062a \u0645\u062f\u0644\u060c \u0645\u0634\u06a9\u0644\u0627\u062a \u0648 \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u0622\u0646\u0647\u0627 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/h2>\n<ul>\n<li><strong>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/strong>: \u0646\u0638\u0627\u0631\u062a \u0648 \u0627\u0646\u0637\u0628\u0627\u0642 \u0628\u0627 \u0631\u0627\u0646\u0634 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0635\u0646\u0627\u06cc\u0639 \u0645\u0627\u0646\u0646\u062f \u0645\u0627\u0644\u06cc\u060c \u0645\u0631\u0627\u0642\u0628\u062a \u0647\u0627\u06cc \u0628\u0647\u062f\u0627\u0634\u062a\u06cc \u0648 \u062a\u062c\u0627\u0631\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a.<\/li>\n<li><strong>\u0686\u0627\u0644\u0634 \u0647\u0627 \u0648 \u0645\u0633\u0627\u0626\u0644<\/strong>: \u0639\u062f\u0645 \u0622\u06af\u0627\u0647\u06cc\u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0646\u0638\u0627\u0631\u062a\u06cc \u0646\u0627\u06a9\u0627\u0641\u06cc\u060c \u0639\u062f\u0645 \u062a\u0637\u0628\u06cc\u0642 \u0628\u0647 \u0645\u0648\u0642\u0639.<\/li>\n<li><strong>\u0631\u0627\u0647 \u062d\u0644 \u0647\u0627<\/strong>: \u0646\u0638\u0627\u0631\u062a \u0645\u0646\u0638\u0645\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0631\u0627\u0646\u0634\u060c \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0645\u062f\u0644\u200c\u0647\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u0646\u06cc\u0627\u0632\u060c \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u06af\u0631\u0648\u0647\u06cc.<\/li>\n<\/ul>\n<h2>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0628\u0627 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0645\u0634\u0627\u0628\u0647<\/h2>\n<ul>\n<li><strong>\u062f\u0631\u06cc\u0641\u062a \u0645\u062f\u0644 \u062f\u0631 \u0645\u0642\u0627\u0628\u0644 \u0631\u0627\u0646\u0634 \u062f\u0627\u062f\u0647<\/strong>: \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0631\u0627\u0646\u0634 \u0645\u062f\u0644 \u0628\u0647 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0645\u0648\u062b\u0631 \u0628\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u0627\u0634\u0627\u0631\u0647 \u062f\u0627\u0631\u062f\u060c \u0631\u0627\u0646\u0634 \u062f\u0627\u062f\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635 \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062f\u0631 \u062a\u0648\u0632\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<li><strong>\u062f\u0631\u06cc\u0641\u062a \u0645\u062f\u0644 \u062f\u0631 \u0645\u0642\u0627\u0628\u0644 \u062a\u0639\u0635\u0628 \u0645\u062f\u0644<\/strong>: \u0633\u0648\u06af\u06cc\u0631\u06cc \u0645\u062f\u0644 \u06cc\u06a9 \u062e\u0637\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645\u0627\u062a\u06cc\u06a9 \u062f\u0631 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627 \u0627\u0633\u062a\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0631\u0627\u0646\u0634 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0631 \u0633\u0627\u062e\u062a\u0627\u0631 \u0632\u06cc\u0631\u0628\u0646\u0627\u06cc\u06cc \u0627\u0633\u062a.<\/li>\n<\/ul>\n<h2>\u062f\u06cc\u062f\u06af\u0627\u0647 \u0647\u0627 \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0631\u0627\u0646\u0634 \u0645\u062f\u0644<\/h2>\n<p>\u062f\u06cc\u062f\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0634\u0627\u0645\u0644 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0642\u0648\u06cc\u200c\u062a\u0631 \u0648 \u0633\u0627\u0632\u06af\u0627\u0631\u062a\u0631\u060c \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0646\u0638\u0627\u0631\u062a \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc\u060c \u0648 \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u062f\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0631\u0627\u0646\u0634 \u0627\u0633\u062a. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0627\u062f\u063a\u0627\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u062f\u0627\u0648\u0645 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u0633\u06cc\u0631\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0631\u0648 \u0628\u0647 \u062c\u0644\u0648 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<h2>\u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u06cc\u0627 \u0628\u0627 Model Drift \u0645\u0631\u062a\u0628\u0637 \u0634\u062f<\/h2>\n<p>\u062f\u0631 \u0635\u0646\u0627\u06cc\u0639 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062f\u0627\u062f\u0647\u060c \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0627\u06a9\u0633\u06cc \u0645\u0627\u0646\u0646\u062f \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 OneProxy \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0646\u0638\u0627\u0631\u062a \u0648 \u062a\u0634\u062e\u06cc\u0635 \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u062f\u0644 \u06a9\u0645\u06a9 \u06a9\u0646\u0646\u062f. \u0628\u0627 \u062d\u0635\u0648\u0644 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u062c\u0631\u06cc\u0627\u0646 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0648 \u062b\u0627\u0628\u062a \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u067e\u0627\u0633\u062e \u0628\u0647 \u062f\u0631\u06cc\u0641\u062a \u0631\u0627 \u062a\u0633\u0647\u06cc\u0644 \u06a9\u0646\u0646\u062f.<\/p>\n<h2>\u0644\u06cc\u0646\u06a9 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.example.com\/model-drift\" target=\"_new\" rel=\"noopener nofollow\">\u062f\u0631\u06a9 \u0645\u062f\u0644 \u062f\u0631\u06cc\u0641\u062a<\/a><\/li>\n<li><a href=\"https:\/\/www.example.com\/detection-methods\" target=\"_new\" rel=\"noopener nofollow\">\u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062f\u0631\u06cc\u0641\u062a \u0645\u062f\u0644<\/a><\/li>\n<li><a href=\"https:\/\/oneproxy.pro\/ir\/solutions\/\" target=\"_new\" rel=\"noopener\">\u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc OneProxy \u0628\u0631\u0627\u06cc \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0645\u062f\u0644<\/a><\/li>\n<\/ul>","protected":false},"featured_media":468931,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-478045","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Model Drift<\/mark>","faq_items":[{"question":"What is Model Drift?","answer":"<p>Model drift refers to the change in the statistical properties of the target variable, causing the predictive model's predictions to become less accurate as time passes. It can occur due to changes in the underlying data distribution, environmental shifts, or natural evolutions in underlying patterns.<\/p>"},{"question":"What are the types of Model Drift?","answer":"<p>Model drift can be classified into various types such as Covariate Drift, Concept Drift, Gradual Drift, Sudden Drift, Incremental Drift, and Seasonal Drift. Each type represents different ways the model's relationship with the input and output data can change over time.<\/p>"},{"question":"How does Model Drift work?","answer":"<p>Model drift occurs when there are changes in the data source, environmental conditions, model complexity, or natural progressions over time. It can impact the model's accuracy and reliability, requiring constant monitoring and possible updates to the model.<\/p>"},{"question":"What are the key features of Model Drift?","answer":"<p>The key features of model drift include its detectability, reversibility, severity, and speed. The impact and occurrence of drift can range widely, and its nature can be temporary or permanent.<\/p>"},{"question":"What are the solutions to Model Drift?","answer":"<p>Solutions to model drift include regular monitoring of model performance, employing specialized drift detection techniques, updating or retraining models as needed, and using ensemble methods that can adapt to changing data patterns.<\/p>"},{"question":"How can proxy servers like OneProxy be associated with Model Drift?","answer":"<p>Proxy servers like those provided by OneProxy can be vital in monitoring and detecting model drift. They ensure the continuous and consistent flow of data, allowing for real-time analysis and response to any drift, thereby maintaining the accuracy and effectiveness of prediction models.<\/p>"},{"question":"What are the future perspectives related to Model Drift?","answer":"<p>Future perspectives related to model drift include developing more robust and adaptable models, implementing real-time monitoring systems, and using automation and AI to handle drift. Continuous learning and adaptation are seen as key paths forward in managing this complex phenomenon.<\/p>"},{"question":"How does Model Drift differ from Data Drift and Model Bias?","answer":"<p>While model drift refers to changes affecting the model's performance, data drift is specifically about changes in the data distribution itself. Model bias, on the other hand, is a systematic error in predictions, not related to changes over time, unlike drift.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/478045","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/478045\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media\/468931"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media?parent=478045"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}