{"id":71045,"date":"2021-09-20T13:58:42","date_gmt":"2021-09-20T17:58:42","guid":{"rendered":"http:\/\/bangla.salearningschool.com\/recent-posts\/bias-and-variance-in-the-data-and-corresponding-effect-can-you-explain-that\/"},"modified":"2021-09-27T20:43:15","modified_gmt":"2021-09-28T00:43:15","slug":"bias-and-variance-in-the-data-and-corresponding-effect-can-you-explain-that","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=71045","title":{"rendered":"Bias and Variance in the data and corresponding effect. Can you explain that?"},"content":{"rendered":"<p>If you can, answer the question below: Write your answer in the comment box.<br \/> Bias and Variance in the data and corresponding effect. Can you explain that?<\/p>\n","protected":false},"excerpt":{"rendered":"<p>If you can, answer the question below: Write your answer in the comment box. Bias and Variance in the data and corresponding effect. Can you explain that?<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1945],"tags":[],"class_list":["post-71045","post","type-post","status-publish","format-standard","hentry","category-introduction-to-machine-learning","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":71049,"url":"http:\/\/bangla.sitestree.com\/?p=71049","url_meta":{"origin":71045,"position":0},"title":"Bias and Variance in the prediction and corresponding effect. Can you explain that?","author":"Sayed","date":"September 20, 2021","format":false,"excerpt":"If you can, answer the question below: Write your answer in the comment box. Bias and Variance in the prediction and corresponding effect. Can you explain that?","rel":"","context":"In &quot;Introduction to Machine Learning&quot;","block_context":{"text":"Introduction to Machine Learning","link":"http:\/\/bangla.sitestree.com\/?cat=1945"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":71051,"url":"http:\/\/bangla.sitestree.com\/?p=71051","url_meta":{"origin":71045,"position":1},"title":"What do desire in bias and variance in the prediction. Answer in terms of High and Low.","author":"Sayed","date":"September 20, 2021","format":false,"excerpt":"If you can, answer the question below: Write your answer in the comment box. What do desire in bias and variance in the prediction. Answer in terms of High and Low.","rel":"","context":"In &quot;Introduction to Machine Learning&quot;","block_context":{"text":"Introduction to Machine Learning","link":"http:\/\/bangla.sitestree.com\/?cat=1945"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16744,"url":"http:\/\/bangla.sitestree.com\/?p=16744","url_meta":{"origin":71045,"position":2},"title":"Misc. : Classifier Performance and Model Selection","author":"Sayed","date":"February 6, 2020","format":false,"excerpt":"Cross Validation: \" en.wikipedia.org Cross-validation is a resampling procedure used to evaluate machine learning models on a limited data sample. The procedure has a single parameter called k that refers to the number of groups that a given data sample is to be split into. As such, the procedure is\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2020\/02\/image-1.jpeg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":78191,"url":"http:\/\/bangla.sitestree.com\/?p=78191","url_meta":{"origin":71045,"position":3},"title":"Data Requirements for Data Analytics Projects","author":"Sayed","date":"May 21, 2025","format":false,"excerpt":"Data \u2022 Dataset Characteristics \u2022Large Scale, Real, Representative, Relevant Features, balanced classes, unit relevant \u2022 Adapting data\/dataset for the project \u2022Clean, normalize\/standardize, bring more data, and bring more data of the missing type \u2022 Data Suitability for the project \u2022 Check for R Square Measure \u2022 Check for Bias, Variance,\u2026","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16766,"url":"http:\/\/bangla.sitestree.com\/?p=16766","url_meta":{"origin":71045,"position":4},"title":"Part -1 : Bootstrapping, Bagging, Random Forests","author":"Sayed","date":"February 7, 2020","format":false,"excerpt":"What is a Classification Tree: www.solver.com \u203a classification-tree Classification Tree | solver A Classification tree labels, records, and assigns variables to discrete classes. A Classification tree can also provide a measure of confidence that the classification is correct. A Classification tree is built through a process known as binary recursive\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":62543,"url":"http:\/\/bangla.sitestree.com\/?p=62543","url_meta":{"origin":71045,"position":5},"title":"Project Cost Management &#8211; Part 2 #PMP &#8211; Project Management","author":"Author-Check- Article-or-Video","date":"May 16, 2021","format":false,"excerpt":"Project Cost Management - Part 2Terms:Earned Value: The value the spent money brought to the project. Just like double entry accounting system: for every debit to an account there is a corresponding credit.Budgeted at Completion (BAC): How much was originally planned for this project.Planned Value (PV): Calculates how much of\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/71045","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=71045"}],"version-history":[{"count":2,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/71045\/revisions"}],"predecessor-version":[{"id":71221,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/71045\/revisions\/71221"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=71045"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=71045"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=71045"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}