{"id":76314,"date":"2024-08-29T23:17:21","date_gmt":"2024-08-30T03:17:21","guid":{"rendered":"http:\/\/bangla.sitestree.com\/?p=76314"},"modified":"2024-08-29T23:17:33","modified_gmt":"2024-08-30T03:17:33","slug":"misc-models-in-machine-learning","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=76314","title":{"rendered":"Misc. Models in Machine Learning"},"content":{"rendered":"\n

Factor Analysis:<\/strong><\/p>\n\n\n\n

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GPCM\/GGPCM:<\/strong><\/p>\n\n\n\n

GPCM Gaussian Process Convolution Model<\/p>\n\n\n\n

Generalised Gaussian Process Convolution Model (GGPCM), which is a generalisation of the Gaussian Process Convolution Model presented by Tobar et al.<\/p>\n\n\n\n

https:\/\/www.mlmi.eng.cam.ac.uk\/files\/wessel_bruinsma_8224721_assignsubmission_file_bruinsma_wessel_dissertation.pdf<\/a><\/p>\n\n\n\n

What is GPCM Model? Generic Predictive Computational Model\u00a0<\/strong><\/p>\n\n\n\n

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Example Research on GPCM: https:\/\/ieeexplore.ieee.org\/document\/9944777<\/a><\/p>\n\n\n\n

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https:\/\/en.wikipedia.org\/wiki\/Mixture_model<\/a><\/p>\n\n\n\n

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https:\/\/www.sciencedirect.com\/topics\/medicine-and-dentistry\/mixture-model<\/a><\/p>\n\n\n\n

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Factor Analysis:<\/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":[182],"tags":[],"class_list":["post-76314","post","type-post","status-publish","format-standard","hentry","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":17349,"url":"http:\/\/bangla.sitestree.com\/?p=17349","url_meta":{"origin":76314,"position":0},"title":"Lecture Slides: Introduction to Machine Learning","author":"Sayed","date":"August 17, 2020","format":false,"excerpt":"https:\/\/www.cmpe.boun.edu.tr\/~ethem\/i2ml2e\/ Lecture Slides: Introduction (pdf,ppt) Supervised Learning (pdf, ppt) Bayesian Decision Theory (pdf, ppt) Parametric Methods (pdf, ppt) Multivariate Methods (pdf, ppt) Dimensionality Reduction (pdf, ppt) Clustering (pdf, ppt) Nonparametric Methods (pdf, ppt) Decision Trees (pdf, ppt) Linear Discrimination (pdf, ppt) Multilayer Perceptrons (pdf, ppt) Local Models (pdf, ppt) Kernel\u2026","rel":"","context":"In "\u09ac\u09cd\u09b2\u0997 \u0964 Blog"","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":19967,"url":"http:\/\/bangla.sitestree.com\/?p=19967","url_meta":{"origin":76314,"position":1},"title":"5. 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