{"id":478501,"date":"2023-08-09T09:33:49","date_gmt":"2023-08-09T09:33:49","guid":{"rendered":""},"modified":"2023-09-05T11:16:55","modified_gmt":"2023-09-05T11:16:55","slug":"predictive-data-mining","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ar\/wiki\/predictive-data-mining\/","title":{"rendered":"\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629"},"content":{"rendered":"<p>\u064a\u0639\u062f \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u062a\u0642\u0646\u064a\u0629 \u0642\u0648\u064a\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 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\u0627\u0644\u0645\u062e\u0635\u0635\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0645\u0648\u064a\u0644<\/strong>: \u064a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u0642\u064a\u064a\u0645 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0627\u0626\u062a\u0645\u0627\u0646\u060c \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644\u060c \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0633\u0648\u0642 \u0627\u0644\u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0645\u0627\u0644\u064a\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0631\u0639\u0627\u0649\u0629 \u0627\u0644\u0635\u062d\u064a\u0629<\/strong>: \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0637\u0631\u064a\u0642 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0637\u0644\u0628 \u0648\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a.<\/p>\n<\/li>\n<\/ol>\n<p>\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0641\u0648\u0627\u0626\u062f\u0647 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629\u060c \u064a\u0648\u0627\u062c\u0647 \u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0639\u062f\u0629 \u062a\u062d\u062f\u064a\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643:<\/p>\n<ol>\n<li>\n<p><strong>\u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062f\u064a \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0631\u062f\u064a\u0626\u0629 \u0625\u0644\u0649 \u062a\u0646\u0628\u0624\u0627\u062a \u063a\u064a\u0631 \u062f\u0642\u064a\u0642\u0629. \u064a\u0639\u062f \u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0645\u0633\u0628\u0642\u064b\u0627 \u0623\u0645\u0631\u064b\u0627 \u0636\u0631\u0648\u0631\u064a\u064b\u0627 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0643\u0644\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u0632\u0627\u0626\u062f<\/strong>: \u064a\u062d\u062f\u062b \u0627\u0644\u062a\u062c\u0627\u0648\u0632 \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062c\u064a\u062f\u064b\u0627 \u0641\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0644\u0643\u0646 \u0628\u0634\u0643\u0644 \u0633\u064a\u0626 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629. \u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0646\u0638\u064a\u0645 \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u062a\u0628\u0627\u062f\u0644 \u0623\u0646 \u062a\u062e\u0641\u0641 \u0645\u0646 \u0627\u0644\u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u0632\u0627\u0626\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0641\u0633\u064a\u0631<\/strong>: \u0628\u0639\u0636 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0645\u0639\u0642\u062f\u0629 \u0648\u064a\u0635\u0639\u0628 \u062a\u0641\u0633\u064a\u0631\u0647\u0627. \u064a\u062a\u0645 \u0628\u0630\u0644 \u0627\u0644\u062c\u0647\u0648\u062f \u0644\u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0623\u0643\u062b\u0631 \u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0641\u0633\u064a\u0631.<\/p>\n<\/li>\n<li>\n<p><strong>\u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0623\u0645\u0646<\/strong>: \u0642\u062f \u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0633\u0627\u0633\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u062a\u0644\u0632\u0645 \u0627\u062a\u062e\u0627\u0630 \u062a\u062f\u0627\u0628\u064a\u0631 \u0642\u0648\u064a\u0629 \u0641\u064a\u0645\u0627 \u064a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u0623\u0645\u0627\u0646.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u0639 \u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0645\u0645\u0627\u062b\u0644\u0629 \u0641\u064a \u0634\u0643\u0644 \u062c\u062f\u0627\u0648\u0644 \u0648\u0642\u0648\u0627\u0626\u0645.<\/h2>\n<p>\u064a\u0648\u062c\u062f \u0623\u062f\u0646\u0627\u0647 \u062c\u062f\u0648\u0644 \u064a\u0642\u0627\u0631\u0646 \u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0645\u0639 \u0627\u0644\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0648\u064a\u0633\u0644\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u062e\u0635\u0627\u0626\u0635\u0647\u0627 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0634\u0631\u0637<\/th>\n<th>\u0635\u0641\u0627\u062a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629<\/td>\n<td>- \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0644\u0639\u0645\u0644 \u062a\u0646\u0628\u0624\u0627\u062a \u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>- \u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0648\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0627\u062a<\/td>\n<\/tr>\n<tr>\n<td>\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0639\u062f\u064a\u0646<\/td>\n<td>\u2013 \u062a\u062d\u0644\u064a\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>- \u064a\u0634\u0645\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629 \u0648\u0627\u0644\u062a\u0634\u062e\u064a\u0635\u064a\u0629 \u0648\u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0648\u0627\u0644\u0625\u0631\u0634\u0627\u062f\u064a\u0629<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0648\u0627\u0644\u0631\u0624\u0649 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0627\u0644\u064a<\/td>\n<td>- \u064a\u062a\u0636\u0645\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0633\u0646 \u0623\u062f\u0627\u0626\u0647\u0627 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \u064a\u0634\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0648\u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0648\u0627\u0644\u062a\u0639\u0632\u064a\u0632<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \u064a\u0633\u062a\u062e\u062f\u0645 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0648\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u062c\u0645\u064a\u0639<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/td>\n<td>\u2013 \u0645\u062c\u0627\u0644 \u0623\u0648\u0633\u0639 \u064a\u0634\u0645\u0644 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u2013 \u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u0625\u0646\u0634\u0627\u0621 \u0622\u0644\u0627\u062a \u0623\u0648 \u0623\u0646\u0638\u0645\u0629 \u064a\u0645\u0643\u0646\u0647\u0627 \u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0639\u0627\u062f\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0628\u0634\u0631\u064a<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>- \u064a\u0634\u0645\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a\u060c \u0648\u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631\u060c \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0648\u062c\u0647\u0627\u062a \u0646\u0638\u0631 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629.<\/h2>\n<p>\u0645\u0646 \u0627\u0644\u0645\u062a\u0648\u0642\u0639 \u0623\u0646 \u064a\u0634\u0647\u062f \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u062a\u0637\u0648\u0631\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0627\u0644\u0633\u0646\u0648\u0627\u062a \u0627\u0644\u0642\u0627\u062f\u0645\u0629 \u0628\u0633\u0628\u0628 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ol>\n<li>\n<p><strong>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/strong>: \u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0646\u0645\u0648 \u062d\u062c\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631\u060c \u0633\u064a\u0633\u062a\u0641\u064a\u062f \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0643\u062b\u0631 \u0634\u0645\u0648\u0644\u0627\u064b \u0648\u062a\u0646\u0648\u0639\u064b\u0627.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0639\u0644\u0645 \u0639\u0645\u064a\u0642<\/strong>: \u0623\u0638\u0647\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0648\u0647\u0648 \u0623\u062d\u062f \u0627\u0644\u062d\u0642\u0648\u0644 \u0627\u0644\u0641\u0631\u0639\u064a\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0646\u062c\u0627\u062d\u064b\u0627 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\u0627\u0644\u0647\u0627\u0645\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0622\u0644\u064a (AutoML)<\/strong>: \u062a\u0639\u0645\u0644 \u0623\u062f\u0648\u0627\u062a AutoML \u0639\u0644\u0649 \u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0636\u0628\u0637 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0641\u0627\u0626\u0642\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0641\u064a \u0645\u062a\u0646\u0627\u0648\u0644 \u063a\u064a\u0631 \u0627\u0644\u062e\u0628\u0631\u0627\u0621.<\/p>\n<\/li>\n<li>\n<p><strong>\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062d\u0627\u0641\u0629<\/strong>: \u064a\u0633\u0645\u062d \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629 \u0628\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u062f\u0648\u0646 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0641\u0642\u0637 \u0639\u0644\u0649 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0623\u0648 \u0631\u0628\u0637\u0647\u0627 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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629:<\/p>\n<ol>\n<li>\n<p><strong>\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0644\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062e\u062a\u0644\u0641\u0629 \u0639\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0639\u0628\u0631 \u062e\u0648\u0627\u062f\u0645 \u0628\u0631\u0648\u0643\u0633\u064a \u0630\u0627\u062a \u0639\u0646\u0627\u0648\u064a\u0646 IP \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0648\u0639\u0645\u0627\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062c\u0646\u0628 \u0627\u0644\u0642\u064a\u0648\u062f \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 IP \u0648\u062c\u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u0644\u0644\u062a\u062d\u0644\u064a\u0644.<\/p>\n<\/li>\n<li>\n<p><strong>\u0639\u062f\u0645 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0647\u0648\u064a\u062a\u0647 \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629<\/strong>: \u0639\u0646\u062f \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062f\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0625\u0644\u0649 \u0625\u0636\u0627\u0641\u0629 \u0637\u0628\u0642\u0629 \u0625\u0636\u0627\u0641\u064a\u0629 \u0645\u0646 \u0625\u062e\u0641\u0627\u0621 \u0627\u0644\u0647\u0648\u064a\u0629 \u0648\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629. \u0648\u0647\u0630\u0627 \u0645\u0647\u0645 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0641\u064a \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0641\u064a\u0647\u0627 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0644\u0648\u0627\u0626\u062d \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u062d\u0645\u0644<\/strong>: \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u062a\u062c\u0631\u064a\u0641 \u0627\u0644\u0648\u064a\u0628 \u0623\u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0644\u0645\u0648\u0627\u0632\u0646\u0629 \u0627\u0644\u062a\u062d\u0645\u064a\u0644. \u064a\u0633\u0627\u0639\u062f \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0639\u0628\u0631 \u062e\u0648\u0627\u062f\u0645 \u0628\u0631\u0648\u0643\u0633\u064a \u0645\u062a\u0639\u062f\u062f\u0629 \u0639\u0644\u0649 \u0645\u0646\u0639 \u0627\u0644\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0632\u0627\u0626\u062f \u0648\u064a\u0636\u0645\u0646 \u0639\u0645\u0644\u064a\u0629 \u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0643\u062b\u0631 \u0633\u0644\u0627\u0633\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062c\u0627\u0648\u0632 \u062c\u062f\u0631\u0627\u0646 \u0627\u0644\u062d\u0645\u0627\u064a\u0629<\/strong>: \u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u062d\u0627\u0644\u0627\u062a\u060c \u0642\u062f \u062a\u0643\u0648\u0646 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0648\u064a\u0628 \u0623\u0648 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u062e\u0644\u0641 \u062c\u062f\u0631\u0627\u0646 \u0627\u0644\u062d\u0645\u0627\u064a\u0629 \u0623\u0648 \u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0642\u064a\u062f\u0629. \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0623\u0646 \u062a\u0639\u0645\u0644 \u0643\u0648\u0633\u0637\u0627\u0621 \u0644\u062a\u062c\u0627\u0648\u0632 \u0647\u0630\u0647 \u0627\u0644\u0642\u064a\u0648\u062f \u0648\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0631\u0648\u0627\u0628\u0637 \u0630\u0627\u062a \u0639\u0644\u0627\u0642\u0629<\/h2>\n<p>\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627 \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629\u060c \u064a\u0631\u062c\u0649 \u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ol>\n<li><a href=\"https:\/\/www.sas.com\/en_us\/insights\/analytics\/data-mining-vs-predictive-analytics.html\" target=\"_new\" rel=\"noopener nofollow\">\u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629: \u0645\u0627 \u0627\u0644\u0641\u0631\u0642\u061f<\/a><\/li>\n<li><a href=\"https:\/\/en.wikipedia.org\/wiki\/Machine_learning\" target=\"_new\" rel=\"noopener nofollow\">\u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/a><\/li>\n<li><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2405844018327764\" target=\"_new\" rel=\"noopener nofollow\">\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629: \u0643\u0634\u0641 \u0627\u0644\u0641\u0631\u0635 \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/the-rise-of-deep-learning-in-predictive-analytics-ebebdb21fd7a\" target=\"_new\" rel=\"noopener nofollow\">\u0635\u0639\u0648\u062f \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/explainable-artificial-intelligence-understanding-the-black-box-7a84a57a26d7\" target=\"_new\" rel=\"noopener nofollow\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631: \u0641\u0647\u0645 \u0627\u0644\u0635\u0646\u062f\u0648\u0642 \u0627\u0644\u0623\u0633\u0648\u062f<\/a><\/li>\n<li><a href=\"https:\/\/www.cloudflare.com\/learning\/security\/glossary\/what-is-a-proxy-server\/\" target=\"_new\" rel=\"noopener nofollow\">\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629<\/a><\/li>\n<\/ol>\n<p>\u0648\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u062a\u0637\u0648\u0631 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629\u060c \u0641\u0625\u0646\u0647 \u0633\u064a\u0634\u0643\u0644 \u0628\u0644\u0627 \u0634\u0643 \u0645\u0633\u062a\u0642\u0628\u0644 \u0635\u0646\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0648\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0633\u062e\u064a\u0631 \u0642\u0648\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0625\u0637\u0644\u0627\u0642 \u0631\u0624\u0649 \u0644\u0627 \u062a\u0642\u062f\u0631 \u0628\u062b\u0645\u0646 \u0644\u062f\u0641\u0639 \u0646\u0641\u0633\u0647\u0627 \u0625\u0644\u0649 \u0627\u0644\u0623\u0645\u0627\u0645 \u0641\u064a \u0639\u0627\u0644\u0645 \u064a\u0639\u062a\u0645\u062f \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>","protected":false},"featured_media":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-478501","wiki","type-wiki","status-publish","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Predictive Data Mining: Unveiling the Future Insights<\/mark>","faq_items":[{"question":"What is predictive data mining?","answer":"<p>Predictive data mining is a data analysis technique that uses historical data, machine learning, and statistical algorithms to predict future trends and behaviors. It helps businesses make informed decisions and develop effective strategies based on insights gained from data patterns.<\/p>"},{"question":"How does predictive data mining work?","answer":"<p>Predictive data mining involves several steps: data collection, preprocessing, feature selection, model training, and prediction. Data is gathered from various sources, cleaned, and transformed before training predictive models. These models are then used to make predictions about future outcomes.<\/p>"},{"question":"What are the key features of predictive data mining?","answer":"<p>Predictive data mining offers the ability to predict future trends, identify complex patterns, and analyze customer behavior. It aids in improved decision making, risk assessment, and fraud detection. The technique is widely used in finance, marketing, healthcare, and other industries.<\/p>"},{"question":"What types of predictive data mining exist?","answer":"<p>Predictive data mining includes various types: classification, regression, time series analysis, clustering, association rule mining, and anomaly detection. Each type addresses different prediction tasks based on the nature of the data and the problem at hand.<\/p>"},{"question":"How is predictive data mining used?","answer":"<p>Predictive data mining finds application in marketing, finance, healthcare, manufacturing, and transportation, among others. It is used for customer segmentation, credit risk assessment, disease prediction, and predictive maintenance, among other tasks.<\/p>"},{"question":"What are the challenges related to predictive data mining?","answer":"<p>Predictive data mining faces challenges such as data quality issues, overfitting, model interpretability, and data privacy concerns. Ensuring data accuracy, using regularization techniques, and developing more interpretable models are some solutions to address these challenges.<\/p>"},{"question":"What are the perspectives and technologies related to predictive data mining?","answer":"<p>The future of predictive data mining looks promising, with advancements in big data, deep learning, IoT, explainable AI, automated machine learning, and edge computing contributing to its growth and impact.<\/p>"},{"question":"How are proxy servers associated with predictive data mining?","answer":"<p>Proxy servers play a crucial role in data gathering, anonymization, load balancing, and bypassing firewalls in predictive data mining applications. They provide added anonymity and privacy protection, facilitating smooth data collection from diverse sources.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/478501","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/478501\/revisions"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media?parent=478501"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}