{"id":49179,"date":"2024-04-15T22:52:01","date_gmt":"2024-04-15T22:52:01","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=49179"},"modified":"2024-04-15T22:52:01","modified_gmt":"2024-04-15T22:52:01","slug":"which-of-the-following-is-a-good-test-dataset-characteristic","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/which-of-the-following-is-a-good-test-dataset-characteristic\/","title":{"rendered":"Which of the following is a good test dataset characteristic?"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;large enough to yield meaningful results&#8221; option2=&#8221;is representative of the dataset as a whole&#8221; option3=&#8221;both A and B&#8221; option4=&#8221;none of the above&#8221; correct=&#8221;option3&#8243;]<!--more--><\/p>\n<p>The correct answer is C. both A and B.<\/p>\n<p>A good test dataset should be large enough to yield meaningful results, and it should be representative of the dataset as a whole. This means that the test dataset should be large enough to provide a statistically significant sample of the data, and it should include a variety of data points that are representative of the different types of data that are in the dataset.<\/p>\n<p>If the test dataset is too small, it may not be representative of the dataset as a whole, and the results of the test may not be accurate. If the test dataset is too large, it may be time-consuming and expensive to test, and the results may not be significantly different from the results of a smaller test dataset.<\/p>\n<p>It is important to note that a good test dataset is not necessarily a perfect dataset. There will always be some variation in the data, and there will always be some data points that are not representative of the dataset as a whole. However, a good test dataset should be large enough and representative enough to provide accurate results.<\/p>\n<p>Here are some additional details about each option:<\/p>\n<ul>\n<li>Option A: large enough to yield meaningful results. This means that the test dataset should be large enough to provide a statistically significant sample of the data. A statistically significant sample is a sample that is large enough to provide accurate results. The size of the test dataset will depend on the size of the dataset as a whole, the type of data, and the desired level of accuracy.<\/li>\n<li>Option B: is representative of the dataset as a whole. This means that the test dataset should include a variety of data points that are representative of the different types of data that are in the dataset. A representative test dataset will provide accurate results that can be generalized to the entire dataset.<\/li>\n<li>Option C: both A and B. This is the correct answer because a good test dataset should be large enough to yield meaningful results, and it should be representative of the dataset as a whole.<\/li>\n<li>Option D: none of the above. This is the incorrect answer because a good test dataset should be large enough to yield meaningful results, and it should be representative of the dataset as a whole.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;large enough to yield meaningful results&#8221; option2=&#8221;is representative of the dataset as a whole&#8221; option3=&#8221;both A and B&#8221; option4=&#8221;none of the above&#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-49179","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 is a good test dataset characteristic?<\/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-is-a-good-test-dataset-characteristic\/\" \/>\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 is a good test dataset characteristic?\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=&#8221;large enough to yield meaningful results&#8221; 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