{"id":49774,"date":"2024-04-15T23:00:42","date_gmt":"2024-04-15T23:00:42","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=49774"},"modified":"2024-04-15T23:00:42","modified_gmt":"2024-04-15T23:00:42","slug":"what-is-the-primary-goal-of-clustering-algorithms-like-k-means","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/what-is-the-primary-goal-of-clustering-algorithms-like-k-means\/","title":{"rendered":"What is the primary goal of clustering algorithms like K-Means?"},"content":{"rendered":"

[amp_mcq option1=”To maximize the margin between classes” option2=”To minimize prediction errors” option3=”To group similar data points” option4=”To visualize data relationships” correct=”option3″]<\/p>\n

The primary goal of clustering algorithms like K-Means is to group similar data points together. This can be done by finding the centroids of each cluster and then assigning each data point to the cluster with the closest centroid. K-Means is a simple and effective clustering algorithm that is often used in machine learning and data mining.<\/p>\n

Option A is incorrect because the goal of clustering algorithms is not to maximize the margin between classes. The goal is to group similar data points together.<\/p>\n

Option B is incorrect because the goal of clustering algorithms is not to minimize prediction errors. The goal is to group similar data points together.<\/p>\n

Option C is correct because the goal of clustering algorithms is to group similar data points together.<\/p>\n

Option D is incorrect because the goal of clustering algorithms is not to visualize data relationships. The goal is to group similar data points together.<\/p>\n","protected":false},"excerpt":{"rendered":"

[amp_mcq option1=”To maximize the margin between classes” option2=”To minimize prediction errors” option3=”To group similar data points” option4=”To visualize data relationships” correct=”option3″]<\/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-49774","post","type-post","status-publish","format-standard","hentry","category-machine-learning-algorithms","no-featured-image-padding"],"yoast_head":"\nWhat is the primary goal of clustering algorithms like K-Means?<\/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\/what-is-the-primary-goal-of-clustering-algorithms-like-k-means\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" 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