{"id":54579,"date":"2024-04-16T00:12:34","date_gmt":"2024-04-16T00:12:34","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=54579"},"modified":"2024-04-16T00:12:34","modified_gmt":"2024-04-16T00:12:34","slug":"which-association-rule-would-you-prefer","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/which-association-rule-would-you-prefer\/","title":{"rendered":"Which Association Rule would you prefer"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;high support and medium confidence&#8221; option2=&#8221;high support and low confidence&#8221; option3=&#8221;low support and high confidence&#8221; option4=&#8221;low support and low confidence&#8221; correct=&#8221;option1&#8243;]<!--more--><\/p>\n<p>The correct answer is A. high support and medium confidence.<\/p>\n<p>Support is the percentage of transactions in the dataset that contain both itemsets. Confidence is the percentage of transactions that contain the first itemset that also contain the second itemset.<\/p>\n<p>A high support indicates that the itemset is common in the dataset. A high confidence indicates that the second itemset is likely to occur if the first itemset occurs.<\/p>\n<p>Therefore, an association rule with high support and medium confidence is more likely to be useful than an association rule with low support and high confidence or low support and low confidence.<\/p>\n<p>Here is a more detailed explanation of each option:<\/p>\n<ul>\n<li>Option A: high support and medium confidence. This is the best option because it indicates that the itemset is common in the dataset and that the second itemset is likely to occur if the first itemset occurs.<\/li>\n<li>Option B: high support and low confidence. This option is not as good as option A because it indicates that the itemset is common in the dataset, but the second itemset is not very likely to occur if the first itemset occurs.<\/li>\n<li>Option C: low support and high confidence. This option is not as good as option A or option B because it indicates that the itemset is not very common in the dataset, but the second itemset is very likely to occur if the first itemset occurs.<\/li>\n<li>Option D: low support and low confidence. This is the worst option because it indicates that the itemset is not very common in the dataset and the second itemset is not very likely to occur if the first itemset occurs.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;high support and medium confidence&#8221; option2=&#8221;high support and low confidence&#8221; option3=&#8221;low support and high confidence&#8221; option4=&#8221;low support and low confidence&#8221; correct=&#8221;option1&#8243;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[729],"tags":[],"class_list":["post-54579","post","type-post","status-publish","format-standard","hentry","category-machine-learning","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.2 (Yoast SEO v23.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Which Association Rule would you prefer<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/exam.pscnotes.com\/mcq\/which-association-rule-would-you-prefer\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Which Association Rule would you prefer\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=&#8221;high support and medium confidence&#8221; option2=&#8221;high support and low confidence&#8221; option3=&#8221;low support and high confidence&#8221; option4=&#8221;low support and low confidence&#8221; correct=&#8221;option1&#8243;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/exam.pscnotes.com\/mcq\/which-association-rule-would-you-prefer\/\" \/>\n<meta property=\"og:site_name\" content=\"MCQ and Quiz for Exams\" \/>\n<meta property=\"article:published_time\" content=\"2024-04-16T00:12:34+00:00\" \/>\n<meta name=\"author\" content=\"rawan239\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"rawan239\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Which Association Rule would you prefer","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/exam.pscnotes.com\/mcq\/which-association-rule-would-you-prefer\/","og_locale":"en_US","og_type":"article","og_title":"Which Association Rule would you prefer","og_description":"[amp_mcq option1=&#8221;high support and medium confidence&#8221; 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