{"id":52050,"date":"2024-04-15T23:33:38","date_gmt":"2024-04-15T23:33:38","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=52050"},"modified":"2024-04-15T23:33:38","modified_gmt":"2024-04-15T23:33:38","slug":"the-parameter-can-assume-different-values-which-determine-how-the-data-matrix-is-initially-processed","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/the-parameter-can-assume-different-values-which-determine-how-the-data-matrix-is-initially-processed\/","title":{"rendered":"The . . . . . . . . parameter can assume different values which determine how the data matrix is initially processed."},"content":{"rendered":"<p>[amp_mcq option1=&#8221;run&#8221; option2=&#8221;start&#8221; option3=&#8221;init&#8221; option4=&#8221;stop&#8221; correct=&#8221;option3&#8243;]<!--more--><\/p>\n<p>The correct answer is C. init.<\/p>\n<p>The init parameter can assume different values which determine how the data matrix is initially processed. The possible values are:<\/p>\n<ul>\n<li>None: The data matrix is not processed in any way.<\/li>\n<li>Random: The data matrix is randomly shuffled.<\/li>\n<li>Sorted: The data matrix is sorted by row and column.<\/li>\n<li>Normalized: The data matrix is normalized to have unit norm.<\/li>\n<li>Centered: The data matrix is centered by subtracting the mean of each row and column.<\/li>\n<\/ul>\n<p>The init parameter is typically used to initialize the data matrix before training a model. For example, if you are using a neural network, you might want to initialize the weights of the network randomly.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;run&#8221; option2=&#8221;start&#8221; option3=&#8221;init&#8221; option4=&#8221;stop&#8221; correct=&#8221;option3&#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-52050","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>The . . . . . . . . parameter can assume different values which determine how the data matrix is initially processed.<\/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\/the-parameter-can-assume-different-values-which-determine-how-the-data-matrix-is-initially-processed\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The . . . . . . . . parameter can assume different values which determine how the data matrix is initially processed.\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=&#8221;run&#8221; 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