{"id":539,"date":"2013-11-11T09:08:21","date_gmt":"2013-11-11T05:38:21","guid":{"rendered":"http:\/\/vua.nadiran.com\/?p=539"},"modified":"2013-11-11T12:28:23","modified_gmt":"2013-11-11T08:58:23","slug":"539","status":"publish","type":"post","link":"https:\/\/vua.nadiran.com\/?p=539","title":{"rendered":"\u062e\u0644\u0627\u0635\u0647 \u062f\u0631\u0633 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc – \u062f\u06a9\u062a\u0631 \u0645\u062d\u0645\u062f \u067e\u0648\u0631 – \u06f9\u06f2\/\u06f0\u06f8\/\u06f2\u06f0"},"content":{"rendered":"

\u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u06f7 \u062a\u0627 Transaction \u062f\u0627\u0631\u06cc\u0645
\n\u06cc\u06a9\u06cc \u06af\u0648\u0634\u062a \u0648 \u0645\u0631\u063a \u0648 \u0634\u06cc\u0631 \u0645\u06cc\u06af\u06cc\u0631\u062f<\/p>\n

\u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 confidence<\/p>\n

\"datamining-confidence\"<\/a><\/p>\n

[image1]<\/p>\n

Frequent itemset
\nAssociation Rules
\n\u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 Confidence \u0628\u0647 \u062f\u0648 \u0635\u0648\u0631\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u062f
\n\u06f1- \u0627\u062d\u062a\u0645\u0627\u0644 \u0635\u0648\u0631\u062a \u0628\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u0645\u062e\u0631\u062c
\n\u06f2-\u062a\u0639\u062f\u0627\u062f x \u0628\u062e\u0634 \u0628\u0631 \u0645\u062c\u0645\u0648\u0639 \u06a9\u0644<\/p>\n

 <\/p>\n

\"datamining-confidence-example\"<\/a><\/p>\n

[image2]
\n\u0627\u06af\u0631 \u0634\u06cc\u0631 \u0646\u062a\u06cc\u062c\u0647 \u0645\u06cc\u062f\u0627\u062f \u062c\u0648\u062c\u0647 \u0648 \u0644\u0628\u0627\u0633<\/p>\n

\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u0628\u0631\u0627\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0642\u0648\u0627\u0639\u062f \u067e\u06cc\u0648\u0646\u062f \u062f\u0627\u0631\u06cc\u0645<\/p>\n

\u0628\u0631\u0627\u06cc \u06f7 \u062a\u0627 \u067e\u06cc\u0648\u0646\u062f \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc Rule \u0631\u0633\u06cc\u062f\u06cc\u0645
\n\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc hypermarket \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0628\u0627 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0645\u0646\u0637\u0642\u06cc \u0646\u06cc\u0633\u062a
\n\u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 \u0642\u0648\u0627\u0639\u062f \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a<\/p>\n

\u062e\u06cc\u0644\u06cc \u0627\u0632 \u0646\u062a\u0627\u06cc\u062c \u0647\u0645 \u062a\u06a9\u0631\u0627\u0631\u06cc \u0647\u0633\u062a<\/p>\n

\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u06a9\u0647 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0646\u062f \u0628\u0627 \u0627\u06cc\u0646\u06a9\u0647 \u0645\u062a\u0641\u0627\u0648\u062a \u0647\u0633\u062a\u0646\u062f \u0648\u0644\u06cc \u0628\u0627\u06cc\u062f \u0628\u0647 \u0646\u062a\u0627\u06cc\u062c \u06cc\u06a9\u0633\u0627\u0646\u06cc \u0628\u0631\u0633\u0646\u062f \u0648\u0644\u06cc \u0628\u0627 \u0647\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0647\u0633\u062a\u0646\u062f
\n\u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 Apiriori Algorithm \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a<\/p>\n

Apiriori Algorithm \u062f\u0648 \u0645\u0631\u062d\u0644\u0647 \u062f\u0627\u0631\u062f
\n\u06f1- \u062a\u0645\u0627\u0645 itmeset \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0647 \u06a9\u0627\u0631 \u0631\u0641\u062a\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f
\n\u06f2- \u0627\u0632 frequent temset \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0642\u0648\u0627\u0639\u062f<\/p>\n

Frequent Itemset \u0628\u0627\u06cc\u062f \u0627\u0632 minimum support \u0628\u06cc\u0634\u062a\u0631 \u0628\u0627\u0634\u062f
\n\u0645\u062b\u0644 \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0647 \u06cc\u06a9\u062c\u0627 \u062f\u0646\u062f\u0648\u06af\u0631\u0627\u0645 \u0631\u0627 \u0645\u06cc \u0628\u0631\u06cc\u0645<\/p>\n

\u0627\u06cc\u062f\u0647 \u0627\u0635\u0644\u06cc \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0627\u0632 \u062e\u0627\u0635\u06cc\u062a Apiori \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0647\u0631 \u0632\u06cc\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 Frequent itemset \u062e\u0648\u062f\u0634 \u06cc\u06a9 frequent itemset \u0647\u0633\u062a<\/p>\n

\u0627\u06af\u0631 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 ABD – Frequent \u0628\u0627\u0634\u062f \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0632\u06cc\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u0647\u0627\u0634 \u0647\u0645 \u062d\u062a\u0645\u0627 Frequent \u0647\u0633\u062a\u0646\u062f<\/p>\n

\u0645\u062b\u0644\u0627 \u062f\u0631 ABD \u0645\u062c\u0645\u0648\u0639\u0647 AC \u0686\u0648\u0646 \u0632\u06cc\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u0634 \u0646\u06cc\u0633\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u062f Frequent \u0646\u0628\u0627\u0634\u0646\u062f
\n\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u063a\u06cc\u0631 Frequent \u0647\u0627 \u0631\u0627 \u062c\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u06a9\u0627\u0631 \u0645\u0627 \u0631\u0627 \u0633\u0631\u06cc\u0639 \u0645\u06cc \u06a9\u0646\u062f<\/p>\n

Frequent Item set \u0628\u0627\u06cc\u062f \u0627\u0632 \u0645\u06cc\u0646\u06cc\u0645\u0645 support \u06cc \u06a9\u0647 \u0645\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0631\u062f\u06cc\u0645 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0627\u0634\u062f<\/p>\n

\u0627\u06af\u0631 \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u06a9\u062a\u0627\u0628 \u0631\u0627 \u062d\u0644 \u06a9\u0646\u06cc\u062f ( Rule \u0647\u0627 \u0631\u0627 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f )<\/p>\n

 <\/p>\n

 <\/p>\n

 <\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

\u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u06f7 \u062a\u0627 Transaction \u062f\u0627\u0631\u06cc\u0645 \u06cc\u06a9\u06cc \u06af\u0648\u0634\u062a \u0648 \u0645\u0631\u063a \u0648 \u0634\u06cc\u0631 \u0645\u06cc\u06af\u06cc\u0631\u062f \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 confidence [image1] Frequent itemset Association Rules \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 Confidence \u0628\u0647 \u062f\u0648 \u0635\u0648\u0631\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u062f \u06f1- \u0627\u062d\u062a\u0645\u0627\u0644 \u0635\u0648\u0631\u062a \u0628\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u0645\u062e\u0631\u062c \u06f2-\u062a\u0639\u062f\u0627\u062f x \u0628\u062e\u0634 \u0628\u0631 \u0645\u062c\u0645\u0648\u0639 \u06a9\u0644   [image2] \u0627\u06af\u0631 \u0634\u06cc\u0631 \u0646\u062a\u06cc\u062c\u0647 \u0645\u06cc\u062f\u0627\u062f \u062c\u0648\u062c\u0647 \u0648 \u0644\u0628\u0627\u0633 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc […]<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-539","post","type-post","status-publish","format-standard","hentry","category---1","category-6-id","post-seq-1","post-parity-odd","meta-position-corners","fix"],"_links":{"self":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/539"}],"collection":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=539"}],"version-history":[{"count":4,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/539\/revisions"}],"predecessor-version":[{"id":541,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/539\/revisions\/541"}],"wp:attachment":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=539"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=539"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=539"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}