{"id":475920,"date":"2023-08-09T07:24:43","date_gmt":"2023-08-09T07:24:43","guid":{"rendered":""},"modified":"2023-09-05T11:11:34","modified_gmt":"2023-09-05T11:11:34","slug":"association-rule-learning","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ir\/wiki\/association-rule-learning\/","title":{"rendered":"\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646\u06cc"},"content":{"rendered":"<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0639\u062f \u0627\u0646\u062c\u0645\u0646\u06cc \u06cc\u06a9 \u062a\u06a9\u0646\u06cc\u06a9 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0634\u0641 \u0631\u0648\u0627\u0628\u0637 \u062c\u0627\u0644\u0628 \u06cc\u0627 &quot;\u062a\u062f\u0627\u0639\u06cc \u0647\u0627&quot; \u062f\u0631 \u0645\u06cc\u0627\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062f\u0627\u0646\u0634 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0627\u0633\u0627\u0633\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u062f\u0647\u200c\u0645\u062d\u0648\u0631\u060c \u0645\u0627\u0646\u0646\u062f \u062a\u062d\u0644\u06cc\u0644 \u0633\u0628\u062f \u0628\u0627\u0632\u0627\u0631\u060c \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0648\u0628\u060c \u062a\u0634\u062e\u06cc\u0635 \u0646\u0641\u0648\u0630 \u0648 \u062a\u0648\u0644\u06cc\u062f \u0645\u0633\u062a\u0645\u0631 \u0627\u0633\u062a.<\/p>\n<h2>\u0633\u0641\u0631\u06cc \u0628\u0647 \u06af\u0630\u0634\u062a\u0647: \u0622\u063a\u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646<\/h2>\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646\u060c \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062a\u06a9\u0646\u06cc\u06a9 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc\u060c \u062f\u0631 \u0627\u0648\u0627\u0633\u0637 \u062f\u0647\u0647 1990 \u0628\u0647 \u0631\u0633\u0645\u06cc\u062a \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f\u060c \u062f\u0631 \u062f\u0631\u062c\u0647 \u0627\u0648\u0644 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u0622\u0645\u06cc\u0632 \u0622\u0646 \u062f\u0631 \u0635\u0646\u0639\u062a \u062e\u0631\u062f\u0647 \u0641\u0631\u0648\u0634\u06cc. \u0627\u0648\u0644\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0631\u062c\u0633\u062a\u0647 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0642\u0648\u0627\u0646\u06cc\u0646 \u062a\u062f\u0627\u0639\u06cc\u060c \u00ab\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 Apriori\u00bb \u0628\u0648\u062f \u06a9\u0647 \u062a\u0648\u0633\u0637 \u0631\u0627\u06a9\u0634 \u0622\u06af\u0631\u0627\u0648\u0627\u0644 \u0648 \u0631\u0627\u0645\u0627\u06a9\u0631\u06cc\u0634\u0646\u0627\u0646 \u0633\u0631\u06cc\u06a9\u0627\u0646\u062a \u062f\u0631 \u0633\u0627\u0644 1994 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f.<\/p>\n<h2>\u0641\u0631\u0648 \u0631\u0641\u062a\u0646 \u0639\u0645\u06cc\u0642 \u062f\u0631 \u0622\u0645\u0648\u0632\u0634 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646<\/h2>\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0639\u062f \u0627\u0646\u062c\u0645\u0646\u06cc \u06cc\u06a9 \u062a\u06a9\u0646\u06cc\u06a9 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0642\u0627\u0646\u0648\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0647\u062f\u0641 \u0622\u0646 \u06cc\u0627\u0641\u062a\u0646 \u0627\u0631\u062a\u0628\u0627\u0637 \u0647\u0627 \u06cc\u0627 \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u062c\u0630\u0627\u0628 \u0628\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0627\u0633\u062a. \u0642\u0648\u0627\u0646\u06cc\u0646 \u06a9\u0634\u0641 \u0634\u062f\u0647 \u0627\u063a\u0644\u0628 \u0628\u0647 \u0635\u0648\u0631\u062a \u0639\u0628\u0627\u0631\u0627\u062a \u00ab\u0627\u06af\u0631-\u0622\u0646\u06af\u0627\u0647\u00bb \u0628\u06cc\u0627\u0646 \u0645\u06cc \u0634\u0648\u0646\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0627\u06af\u0631 \u0645\u0634\u062a\u0631\u06cc \u0646\u0627\u0646 \u0648 \u06a9\u0631\u0647 \u0628\u062e\u0631\u062f (\u0645\u0642\u062f\u0645)\u060c \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0634\u06cc\u0631 \u0645\u06cc\u200c\u062e\u0631\u062f (\u062f\u0631 \u0646\u062a\u06cc\u062c\u0647). \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u00ab\u0646\u0627\u0646 \u0648 \u06a9\u0631\u0647\u00bb \u0648 \u00ab\u0634\u06cc\u0631\u00bb \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u0642\u0644\u0627\u0645 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u062f\u0648 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0648\u0644\u06cc\u0647 \u0628\u0631\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0642\u0648\u0627\u0639\u062f \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0639\u062f \u062a\u062f\u0627\u0639\u06cc\u060c \u00ab\u062d\u0645\u0627\u06cc\u062a\u00bb \u0648 \u00ab\u0627\u0637\u0645\u06cc\u0646\u0627\u0646\u00bb \u0647\u0633\u062a\u0646\u062f. \u00ab\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc\u00bb \u0641\u0631\u0627\u0648\u0627\u0646\u06cc \u0648\u0642\u0648\u0639 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u0642\u0644\u0627\u0645 \u0631\u0627 \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u00ab\u0627\u0637\u0645\u06cc\u0646\u0627\u0646\u00bb \u0627\u062d\u062a\u0645\u0627\u0644 \u0648\u0642\u0648\u0639 \u0645\u0648\u0627\u0631\u062f \u0628\u0639\u062f\u06cc \u0631\u0627 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0642\u0628\u0644\u06cc \u0645\u0646\u0639\u06a9\u0633 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0645\u0639\u06cc\u0627\u0631 \u062f\u06cc\u06af\u0631\u060c \u00ab\u0628\u0627\u0644\u0627\u0628\u0631\u00bb\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u0641\u0632\u0627\u06cc\u0634 \u0646\u0633\u0628\u062a \u0641\u0631\u0648\u0634 \u0646\u062a\u06cc\u062c\u0647 \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0641\u0631\u0648\u062e\u062a\u0647 \u0634\u062f\u0646 \u0642\u0628\u0644\u06cc \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f.<\/p>\n<h2>\u0622\u0646\u0627\u062a\u0648\u0645\u06cc \u0622\u0645\u0648\u0632\u0634 \u0642\u0648\u0627\u0639\u062f \u0627\u0646\u062c\u0645\u0646<\/h2>\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646\u06cc \u0634\u0627\u0645\u0644 \u0633\u0647 \u0645\u0631\u062d\u0644\u0647 \u0627\u0635\u0644\u06cc \u0627\u0633\u062a:<\/p>\n<ol>\n<li>\u062a\u0648\u0644\u06cc\u062f \u0645\u062c\u0645\u0648\u0639\u0647 \u0622\u06cc\u062a\u0645 \u0647\u0627: \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0622\u06cc\u062a\u0645 \u0647\u0627 \u06cc\u0627 \u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u063a\u0644\u0628 \u0628\u0627 \u0647\u0645 \u0627\u062a\u0641\u0627\u0642 \u0645\u06cc \u0627\u0641\u062a\u0646\u062f.<\/li>\n<li>\u062a\u0648\u0644\u06cc\u062f \u0642\u0627\u0646\u0648\u0646: \u0627\u06cc\u062c\u0627\u062f \u0642\u0648\u0627\u0646\u06cc\u0646 \u0645\u0631\u062a\u0628\u0637 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627.<\/li>\n<li>\u0647\u0631\u0633 \u0628\u0627 \u0642\u0648\u0627\u0646\u06cc\u0646: \u062d\u0630\u0641 \u0642\u0648\u0627\u0646\u06cc\u0646\u06cc \u06a9\u0647 \u0628\u0639\u06cc\u062f \u0627\u0633\u062a \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0642\u062f\u0627\u0645\u0627\u062a\u06cc \u0645\u0627\u0646\u0646\u062f \u062d\u0645\u0627\u06cc\u062a\u060c \u0627\u0639\u062a\u0645\u0627\u062f \u0628\u0647 \u0646\u0641\u0633 \u0648 \u0628\u0627\u0644\u0627\u0628\u0631 \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u0646\u062f.<\/li>\n<\/ol>\n<p>\u0627\u0635\u0644 Apriori\u060c \u06a9\u0647 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f \u0632\u06cc\u0631\u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u0622\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u06a9\u0631\u0631 \u0646\u06cc\u0632 \u0628\u0627\u06cc\u062f \u0645\u06a9\u0631\u0631 \u0628\u0627\u0634\u062f\u060c \u0634\u0627\u0644\u0648\u062f\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u062a\u062f\u0627\u0639\u06cc \u0631\u0627 \u062a\u0634\u06a9\u06cc\u0644 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u06cc\u0646 \u0627\u0635\u0644 \u062f\u0631 \u06a9\u0627\u0647\u0634 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0628\u0627 \u0647\u0631\u0633 \u06a9\u0631\u062f\u0646 \u062a\u062f\u0627\u0639\u06cc\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631\u0645\u062d\u062a\u0645\u0644 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a.<\/p>\n<h2>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0622\u0645\u0648\u0632\u0634 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646<\/h2>\n<p>\u0628\u0631\u062e\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0646\u0646\u062f\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u062a\u062f\u0627\u0639\u06cc \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ul>\n<li>\u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0627\u0633\u062a: \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0642\u0628\u0644\u06cc \u06cc\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u062f\u0627\u0631 \u0646\u06cc\u0633\u062a.<\/li>\n<li>\u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u06cc: \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u062f.<\/li>\n<li>\u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc: \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0627 \u0648 \u0628\u062e\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0639\u0645\u0627\u0644 \u0634\u0648\u062f.<\/li>\n<li>\u06a9\u0634\u0641 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646: \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062a\u062f\u0627\u0639\u06cc \u0647\u0627 \u0648 \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc\u06cc \u0631\u0627 \u0622\u0634\u06a9\u0627\u0631 \u06a9\u0646\u062f \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u0622\u0634\u06a9\u0627\u0631 \u0646\u0634\u0648\u0646\u062f.<\/li>\n<\/ul>\n<h2>\u0627\u0646\u0648\u0627\u0639 \u0622\u0645\u0648\u0632\u0634 \u0642\u0648\u0627\u0639\u062f \u0627\u0646\u062c\u0645\u0646\u06cc<\/h2>\n<p>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc \u0628\u0647 \u062f\u0648 \u0646\u0648\u0639 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0631\u062f:<\/p>\n<ol>\n<li><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u062a\u062f\u0627\u0639\u06cc \u062a\u06a9 \u0628\u0639\u062f\u06cc<\/strong>: \u062f\u0631 \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0645\u0642\u062f\u0645 \u0648 \u0646\u062a\u06cc\u062c\u0647 \u0642\u0627\u0639\u062f\u0647 \u062a\u062f\u0627\u0639\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u0622\u06cc\u062a\u0645 \u0647\u0627 \u0647\u0633\u062a\u0646\u062f. \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u062f\u0631 \u062a\u062d\u0644\u06cc\u0644 \u0633\u0628\u062f \u0628\u0627\u0632\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u062a\u062f\u0627\u0639\u06cc \u0686\u0646\u062f \u0628\u0639\u062f\u06cc<\/strong>: \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0634\u0627\u0645\u0644 \u0634\u0631\u0627\u06cc\u0637\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0628\u0639\u0627\u062f \u06cc\u0627 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u062f\u0647 \u0628\u0627\u0634\u0646\u062f. \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0627\u063a\u0644\u0628 \u062f\u0631 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0631\u0627\u0628\u0637\u0647 \u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<\/ol>\n<p>\u0686\u0646\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0639\u062f \u062a\u062f\u0627\u0639\u06cc \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645<\/th>\n<th>\u0634\u0631\u062d<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u067e\u06cc\u0634\u06cc\u0646<\/td>\n<td>\u0627\u0632 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u062c\u0633\u062a\u062c\u0648\u06cc \u0648\u0633\u0639\u062a \u0627\u0648\u0644 \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u0622\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0646\u0627\u0645\u0632\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/td>\n<\/tr>\n<tr>\n<td>FP-Growth<\/td>\n<td>\u0627\u0632 \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0646 \u0628\u0631\u0627\u06cc \u0641\u0634\u0631\u062f\u0647 \u0633\u0627\u0632\u06cc \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0647 \u0633\u0627\u062e\u062a\u0627\u0631 \u0641\u0634\u0631\u062f\u0647 \u062a\u0631 \u0648 \u0641\u0634\u0631\u062f\u0647 \u062a\u0631 \u0628\u0647 \u0646\u0627\u0645 \u062f\u0631\u062e\u062a FP \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/td>\n<\/tr>\n<tr>\n<td>ECLAT<\/td>\n<td>\u0627\u0632 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u062c\u0633\u062a\u062c\u0648\u06cc \u0639\u0645\u0642 \u0627\u0648\u0644 \u0628\u0647 \u062c\u0627\u06cc \u0631\u0648\u06cc\u06a9\u0631\u062f \u0633\u0646\u062a\u06cc \u0639\u0631\u0636 \u0627\u0648\u0644 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 Apriori \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0622\u0645\u0648\u0632\u0634 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646 \u0645\u0647\u0627\u0631: \u0627\u0633\u062a\u0641\u0627\u062f\u0647\u060c \u0686\u0627\u0644\u0634 \u0647\u0627 \u0648 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627<\/h2>\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0639\u062f \u0627\u0646\u062c\u0645\u0646 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f \u0627\u0632 \u062c\u0645\u0644\u0647:<\/p>\n<ul>\n<li><strong>\u0628\u0627\u0632\u0627\u0631 \u06cc\u0627\u0628\u06cc<\/strong>: \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0646\u062c\u0645\u0646 \u0647\u0627\u06cc \u0645\u062d\u0635\u0648\u0644 \u0648 \u0628\u0647\u0628\u0648\u062f \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0647\u0627\u06cc \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc.<\/li>\n<li><strong>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0648\u0628<\/strong>: \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0631\u0641\u062a\u0627\u0631 \u06a9\u0627\u0631\u0628\u0631 \u0648 \u0628\u0647\u0628\u0648\u062f \u0686\u06cc\u062f\u0645\u0627\u0646 \u0648\u0628 \u0633\u0627\u06cc\u062a.<\/li>\n<li><strong>\u062a\u0634\u062e\u06cc\u0635 \u067e\u0632\u0634\u06a9\u06cc<\/strong>: \u06cc\u0627\u0641\u062a\u0646 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0628\u06cc\u0645\u0627\u0631 \u0648 \u0628\u06cc\u0645\u0627\u0631\u06cc \u0647\u0627.<\/li>\n<\/ul>\n<p>\u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u062a\u062f\u0627\u0639\u06cc \u0645\u0632\u0627\u06cc\u0627\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627 \u0645\u0633\u0627\u0626\u0644\u06cc \u0645\u0627\u0646\u0646\u062f:<\/p>\n<ul>\n<li><strong>\u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647<\/strong>: \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0628\u0632\u0631\u06af \u062a\u0648\u0644\u06cc\u062f \u06a9\u0631\u062f. \u0627\u06cc\u0646 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0622\u0633\u062a\u0627\u0646\u0647 \u0647\u0627\u06cc \u062d\u0645\u0627\u06cc\u062a \u0648 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u06cc\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0647\u0627 \u062f\u0631 \u0637\u0648\u0644 \u062a\u0648\u0644\u06cc\u062f \u0642\u0627\u0646\u0648\u0646 \u06a9\u0627\u0647\u0634 \u062f\u0627\u062f.<\/li>\n<li><strong>\u0645\u0634\u06a9\u0644 \u062f\u0631 \u062a\u0641\u0633\u06cc\u0631 \u0642\u0648\u0627\u0646\u06cc\u0646<\/strong>: \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0642\u0648\u0627\u0639\u062f \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627\u0634\u062f\u060c \u0622\u0646\u0647\u0627 \u0644\u0632\u0648\u0645\u0627\u064b \u062f\u0644\u0627\u0644\u062a \u0628\u0631 \u0639\u0644\u06cc\u062a \u0646\u062f\u0627\u0631\u0646\u062f. \u062a\u0641\u0633\u06cc\u0631 \u062f\u0642\u06cc\u0642 \u0644\u0627\u0632\u0645 \u0627\u0633\u062a.<\/li>\n<\/ul>\n<h2>\u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647<\/h2>\n<p>\u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u062a\u062f\u0627\u0639\u06cc \u0634\u0628\u0627\u0647\u062a \u0647\u0627\u06cc\u06cc \u0628\u0627 \u0633\u0627\u06cc\u0631 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u062f\u0627\u0631\u062f\u060c \u062a\u0641\u0627\u0648\u062a \u0647\u0627\u06cc \u0645\u0634\u062e\u0635\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u062a\u06a9\u0646\u06cc\u06a9<\/th>\n<th>\u0634\u0631\u062d<\/th>\n<th>\u0634\u0628\u0627\u0647\u062a \u0647\u0627<\/th>\n<th>\u062a\u0641\u0627\u0648\u062a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u0622\u0645\u0648\u0632\u0634 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646<\/strong><\/td>\n<td>\u0627\u0644\u06af\u0648\u0647\u0627\u060c \u062a\u062f\u0627\u0639\u06cc \u0647\u0627 \u06cc\u0627 \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u0645\u06a9\u0631\u0631 \u0631\u0627 \u062f\u0631 \u0645\u06cc\u0627\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f<\/td>\n<td>\u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u06a9\u0627\u0631 \u06a9\u0646\u062f. \u0646\u0638\u0627\u0631\u062a \u0646\u0634\u062f\u0647<\/td>\n<td>\u0645\u0642\u062f\u0627\u0631 \u0647\u062f\u0641 \u0631\u0627 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0646\u0645\u06cc \u06a9\u0646\u062f<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc<\/strong><\/td>\n<td>\u0628\u0631\u0686\u0633\u0628 \u0647\u0627\u06cc \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0631\u0627 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f<\/td>\n<td>\u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u06a9\u0627\u0631 \u06a9\u0646\u062f<\/td>\n<td>\u062a\u062d\u062a \u0646\u0638\u0627\u0631\u062a\u061b \u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 \u0647\u062f\u0641 \u0631\u0627 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f<\/td>\n<\/tr>\n<tr>\n<td><strong>\u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc<\/strong><\/td>\n<td>\u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0622\u0646\u0647\u0627 \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u062f<\/td>\n<td>\u0646\u0638\u0627\u0631\u062a \u0646\u0634\u062f\u0647\u061b \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u06a9\u0627\u0631 \u06a9\u0646\u062f<\/td>\n<td>\u0642\u0648\u0627\u0646\u06cc\u0646 \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0646\u0645\u06cc \u06a9\u0646\u062f. \u0641\u0642\u0637 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062e\u0648\u0634\u0647 \u0645\u06cc \u06a9\u0646\u062f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0622\u06cc\u0646\u062f\u0647 \u0622\u0645\u0648\u0632\u0634 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646<\/h2>\n<p>\u0628\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062d\u062c\u0645 \u0648 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u0622\u06cc\u0646\u062f\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u062a\u062f\u0627\u0639\u06cc \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u06a9\u0646\u0646\u062f\u0647 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f. \u067e\u06cc\u0634\u0631\u0641\u062a \u062f\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0632\u0645\u0627\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u062a\u062f\u0627\u0639\u06cc \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af\u062a\u0631 \u062a\u0633\u0631\u06cc\u0639 \u06a9\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627 \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0645\u0646\u062c\u0631 \u0628\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0631\u062a\u0628\u0627\u0637\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u0648 \u0638\u0631\u06cc\u0641\u200c\u062a\u0631 \u0634\u0648\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627 \u0648 \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0646\u062f.<\/p>\n<h2>\u0622\u0645\u0648\u0632\u0634 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646 \u0648 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc<\/h2>\n<p>\u0627\u0632 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0648 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0631\u0641\u062a\u0627\u0631 \u06a9\u0627\u0631\u0628\u0631 \u062f\u0631 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0631\u062a\u0628\u0627\u0637\u06cc \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0631\u0641\u062a\u0627\u0631 \u06a9\u0627\u0631\u0628\u0631\u060c \u0628\u0647\u0628\u0648\u062f \u062e\u062f\u0645\u0627\u062a \u0648 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0627\u0645\u0646\u06cc\u062a \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0631\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u067e\u0631\u0648\u06a9\u0633\u06cc\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0646\u0627\u0634\u0646\u0627\u0633 \u06a9\u0646\u0646\u062f \u0648 \u0627\u0632 \u062d\u0641\u0638 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0648 \u0631\u0639\u0627\u06cc\u062a \u0627\u062e\u0644\u0627\u0642\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u0646\u062f.<\/p>\n<h2>\u0644\u06cc\u0646\u06a9 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647<\/h2>\n<p>\u0628\u0631\u0627\u06cc \u06a9\u0633\u0627\u0646\u06cc \u06a9\u0647 \u0639\u0644\u0627\u0642\u0647 \u0645\u0646\u062f \u0628\u0647 \u06a9\u0627\u0648\u0634 \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f \u0622\u0645\u0648\u0632\u0634 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646 \u0647\u0633\u062a\u0646\u062f\u060c \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0686\u0646\u062f \u0645\u0646\u0628\u0639 \u0645\u0641\u06cc\u062f \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.kdnuggets.com\/2020\/01\/association-rule-mining.html\" target=\"_new\" rel=\"noopener nofollow\">\u0645\u0642\u062f\u0645\u0647 \u0627\u06cc \u0628\u0631 \u0642\u0627\u0646\u0648\u0646 \u0645\u0639\u062f\u0646 \u06a9\u0627\u0631\u06cc \u0627\u0646\u062c\u0645\u0646<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/understanding-association-rule-mining-with-examples-1f907e8157a1\" target=\"_new\" rel=\"noopener nofollow\">\u062f\u0631\u06a9 \u0622\u0645\u0648\u0632\u0634 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646 \u0628\u0627 \u0645\u062b\u0627\u0644<\/a><\/li>\n<li><a href=\"https:\/\/www.geeksforgeeks.org\/frequent-pattern-growth-algorithm-in-data-mining\/\" target=\"_new\" rel=\"noopener nofollow\">\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0631\u0634\u062f \u0627\u0644\u06af\u0648\u06cc \u0645\u06a9\u0631\u0631 (FP) \u062f\u0631 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc<\/a><\/li>\n<li><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s10462-018-9646-1\" target=\"_new\" rel=\"noopener nofollow\">\u0628\u0631\u0631\u0633\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0646\u062c\u0645\u0646<\/a><\/li>\n<\/ul>","protected":false},"featured_media":467648,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-475920","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Association Rule Learning: Unleashing the Power of Data Mining<\/mark>","faq_items":[{"question":"What is Association Rule Learning?","answer":"<p>Association Rule Learning is a machine learning method that discovers interesting relationships, or 'associations', among a set of items in large datasets. This technique is widely used in various data-driven domains such as market basket analysis, web usage mining, intrusion detection, and continuous production.<\/p>"},{"question":"When was Association Rule Learning first introduced?","answer":"<p>Association Rule Learning was first recognized in the mid-1990s, with the creation of the 'Apriori Algorithm' by Rakesh Agrawal and Ramakrishnan Srikant in 1994. This algorithm was initially developed to find purchasing patterns by analyzing large amounts of sales data.<\/p>"},{"question":"How does Association Rule Learning work?","answer":"<p>Association Rule Learning works in three primary steps: generating itemsets, creating association rules from these itemsets, and pruning unlikely rules based on measures like support, confidence, and lift. The rules discovered are often expressed as \"if-then\" statements.<\/p>"},{"question":"What are the key features of Association Rule Learning?","answer":"<p>Key features of Association Rule Learning include its unsupervised nature, scalability, flexibility, and its ability to discover hidden patterns in large datasets.<\/p>"},{"question":"What are the types of Association Rule Learning?","answer":"<p>Association Rule Learning algorithms can be broadly classified into two types: Single-dimensional association rule learning and Multidimensional association rule learning. Single-dimensional association rule learning is commonly used in market basket analysis, while Multidimensional association rule learning is often employed in relational databases.<\/p>"},{"question":"How is Association Rule Learning used?","answer":"<p>Association Rule Learning is used in various areas such as marketing to identify product associations, in web usage mining to identify user behavior, and in medical diagnosis to find associations between patient characteristics and diseases.<\/p>"},{"question":"What are the future perspectives related to Association Rule Learning?","answer":"<p>As data continues to grow in volume and complexity, the future of Association Rule Learning looks promising. Advances in distributed computing and parallel processing, as well as developments in artificial intelligence and machine learning, can lead to more sophisticated and nuanced Association Rule Learning algorithms.<\/p>"},{"question":"How can proxy servers be associated with Association Rule Learning?","answer":"<p>Proxy servers can gather and aggregate user behavior data across different websites. This data can be processed using Association Rule Learning to understand user behavior patterns, improve service, and enhance security. Furthermore, proxies can anonymize data collection, ensuring privacy and ethical compliance.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/475920","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\/475920\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media\/467648"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media?parent=475920"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}