{"id":49099,"date":"2024-04-15T22:50:53","date_gmt":"2024-04-15T22:50:53","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=49099"},"modified":"2024-04-15T22:50:53","modified_gmt":"2024-04-15T22:50:53","slug":"which-of-the-following-function-can-be-used-to-flag-predictors-for-removal","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/which-of-the-following-function-can-be-used-to-flag-predictors-for-removal\/","title":{"rendered":"Which of the following function can be used to flag predictors for removal?"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;searchCorrelation&#8221; option2=&#8221;findCausation&#8221; option3=&#8221;findCorrelation&#8221; option4=&#8221;none of the mentioned&#8221; correct=&#8221;option1&#8243;]<!--more--><\/p>\n<p>The correct answer is A. searchCorrelation.<\/p>\n<p>The searchCorrelation function can be used to flag predictors for removal by finding the predictors that have the highest correlation with the response variable. These predictors can then be removed from the model, as they are not adding any additional information to the model.<\/p>\n<p>The findCausation function cannot be used to flag predictors for removal, as it is not a function that is used to find correlations. The findCorrelation function can be used to find correlations, but it is not a function that is used to flag predictors for removal.<\/p>\n<p>The none of the mentioned option is also incorrect, as the searchCorrelation function is a function that can be used to flag predictors for removal.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;searchCorrelation&#8221; option2=&#8221;findCausation&#8221; option3=&#8221;findCorrelation&#8221; option4=&#8221;none of the mentioned&#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":[736],"tags":[],"class_list":["post-49099","post","type-post","status-publish","format-standard","hentry","category-machine-learning-algorithms","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 of the following function can be used to flag predictors for removal?<\/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-of-the-following-function-can-be-used-to-flag-predictors-for-removal\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Which of the following function can be used to flag predictors for removal?\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=&#8221;searchCorrelation&#8221; 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