{"id":46932,"date":"2024-04-15T22:19:33","date_gmt":"2024-04-15T22:19:33","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=46932"},"modified":"2024-04-15T22:19:33","modified_gmt":"2024-04-15T22:19:33","slug":"which-of-the-following-function-provides-unsupervised-prediction","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/which-of-the-following-function-provides-unsupervised-prediction\/","title":{"rendered":"Which of the following function provides unsupervised prediction ?"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;cl_forecastb&#8221; option2=&#8221;cl_nowcastc&#8221; option3=&#8221;cl_precastd&#8221; option4=&#8221;none of the mentioned&#8221; correct=&#8221;option4&#8243;]<!--more--><\/p>\n<p>The correct answer is D. None of the mentioned.<\/p>\n<p>cl_forecast, cl_nowcast, and cl_precast are all supervised prediction functions. They require a training dataset with labeled data to learn the relationship between the input features and the output labels. Once trained, they can be used to predict the output labels for new data.<\/p>\n<p>Unsupervised prediction is a type of machine learning that does not require labeled data. Instead, it uses unlabeled data to find patterns and relationships in the data. This type of prediction is often used for exploratory data analysis or to identify outliers.<\/p>\n<p>Some examples of unsupervised prediction algorithms include k-means clustering, hierarchical clustering, and principal component analysis.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;cl_forecastb&#8221; option2=&#8221;cl_nowcastc&#8221; option3=&#8221;cl_precastd&#8221; option4=&#8221;none of the mentioned&#8221; correct=&#8221;option4&#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-46932","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 of the following function provides unsupervised prediction ?<\/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-provides-unsupervised-prediction\/\" \/>\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 provides unsupervised prediction ?\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=&#8221;cl_forecastb&#8221; 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