{"id":57643,"date":"2024-04-16T01:05:34","date_gmt":"2024-04-16T01:05:34","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=57643"},"modified":"2024-04-16T01:05:34","modified_gmt":"2024-04-16T01:05:34","slug":"which-of-the-following-can-also-be-used-to-find-new-variables-that-are-linear-combinations-of-the-original-set-with-independent-components","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/which-of-the-following-can-also-be-used-to-find-new-variables-that-are-linear-combinations-of-the-original-set-with-independent-components\/","title":{"rendered":"Which of the following can also be used to find new variables that are linear combinations of the original set with independent components?"},"content":{"rendered":"

[amp_mcq option1=”ICA” option2=”SCA” option3=”PCA” option4=”None of the mentioned” correct=”option1″]<\/p>\n

The correct answer is: A. ICA<\/p>\n

ICA stands for Independent Component Analysis. It is a statistical method that can be used to find new variables that are linear combinations of the original set with independent components. ICA is often used in signal processing and machine learning applications.<\/p>\n

PCA stands for Principal Component Analysis. It is a statistical method that can be used to find new variables that are linear combinations of the original set with the largest possible variance. PCA is often used in data visualization and dimensionality reduction applications.<\/p>\n

SCA stands for Sparse Coding Analysis. It is a statistical method that can be used to find new variables that are linear combinations of the original set with the sparsest possible representation. SCA is often used in image denoising and compression applications.<\/p>\n

In conclusion, ICA is the only method that can be used to find new variables that are linear combinations of the original set with independent components.<\/p>\n","protected":false},"excerpt":{"rendered":"

[amp_mcq option1=”ICA” option2=”SCA” option3=”PCA” option4=”None of the mentioned” correct=”option1″]<\/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-57643","post","type-post","status-publish","format-standard","hentry","category-machine-learning-algorithms","no-featured-image-padding"],"yoast_head":"\nWhich of the following can also be used to find new variables that are linear combinations of the original set with independent components?<\/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-can-also-be-used-to-find-new-variables-that-are-linear-combinations-of-the-original-set-with-independent-components\/\" \/>\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 can also be used to find new variables that are linear combinations of the original set with independent components?\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=”ICA” option2=”SCA” option3=”PCA” option4=”None of the mentioned” correct=”option1″]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/exam.pscnotes.com\/mcq\/which-of-the-following-can-also-be-used-to-find-new-variables-that-are-linear-combinations-of-the-original-set-with-independent-components\/\" \/>\n<meta property=\"og:site_name\" content=\"MCQ and Quiz for Exams\" \/>\n<meta property=\"article:published_time\" content=\"2024-04-16T01:05:34+00:00\" \/>\n<meta name=\"author\" content=\"rawan239\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"rawan239\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Which of the following can also be used to find new variables that are linear combinations of the original set with independent components?","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/exam.pscnotes.com\/mcq\/which-of-the-following-can-also-be-used-to-find-new-variables-that-are-linear-combinations-of-the-original-set-with-independent-components\/","og_locale":"en_US","og_type":"article","og_title":"Which of the following can also be used to find new variables that are linear combinations of the original set with independent components?","og_description":"[amp_mcq option1=”ICA” option2=”SCA” option3=”PCA” option4=”None of the mentioned” correct=”option1″]","og_url":"https:\/\/exam.pscnotes.com\/mcq\/which-of-the-following-can-also-be-used-to-find-new-variables-that-are-linear-combinations-of-the-original-set-with-independent-components\/","og_site_name":"MCQ and Quiz for Exams","article_published_time":"2024-04-16T01:05:34+00:00","author":"rawan239","twitter_card":"summary_large_image","twitter_misc":{"Written by":"rawan239","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/exam.pscnotes.com\/mcq\/which-of-the-following-can-also-be-used-to-find-new-variables-that-are-linear-combinations-of-the-original-set-with-independent-components\/","url":"https:\/\/exam.pscnotes.com\/mcq\/which-of-the-following-can-also-be-used-to-find-new-variables-that-are-linear-combinations-of-the-original-set-with-independent-components\/","name":"Which of the following can also be used to find new variables that are linear combinations of the original set with independent components?","isPartOf":{"@id":"https:\/\/exam.pscnotes.com\/mcq\/#website"},"datePublished":"2024-04-16T01:05:34+00:00","dateModified":"2024-04-16T01:05:34+00:00","author":{"@id":"https:\/\/exam.pscnotes.com\/mcq\/#\/schema\/person\/5807dafeb27d2ec82344d6cbd6c3d209"},"breadcrumb":{"@id":"https:\/\/exam.pscnotes.com\/mcq\/which-of-the-following-can-also-be-used-to-find-new-variables-that-are-linear-combinations-of-the-original-set-with-independent-components\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/exam.pscnotes.com\/mcq\/which-of-the-following-can-also-be-used-to-find-new-variables-that-are-linear-combinations-of-the-original-set-with-independent-components\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/exam.pscnotes.com\/mcq\/which-of-the-following-can-also-be-used-to-find-new-variables-that-are-linear-combinations-of-the-original-set-with-independent-components\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/exam.pscnotes.com\/mcq\/"},{"@type":"ListItem","position":2,"name":"mcq","item":"https:\/\/exam.pscnotes.com\/mcq\/category\/mcq\/"},{"@type":"ListItem","position":3,"name":"Data science","item":"https:\/\/exam.pscnotes.com\/mcq\/category\/mcq\/data-science\/"},{"@type":"ListItem","position":4,"name":"Machine learning algorithms","item":"https:\/\/exam.pscnotes.com\/mcq\/category\/mcq\/data-science\/machine-learning-algorithms\/"},{"@type":"ListItem","position":5,"name":"Which of the following can also be used to find new variables that are linear combinations of the original set with independent components?"}]},{"@type":"WebSite","@id":"https:\/\/exam.pscnotes.com\/mcq\/#website","url":"https:\/\/exam.pscnotes.com\/mcq\/","name":"MCQ and Quiz for Exams","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/exam.pscnotes.com\/mcq\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/exam.pscnotes.com\/mcq\/#\/schema\/person\/5807dafeb27d2ec82344d6cbd6c3d209","name":"rawan239","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/exam.pscnotes.com\/mcq\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/761a7274f9cce048fa5b921221e7934820d74514df93ef195a9d22af0c1c9001?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/761a7274f9cce048fa5b921221e7934820d74514df93ef195a9d22af0c1c9001?s=96&d=mm&r=g","caption":"rawan239"},"sameAs":["https:\/\/exam.pscnotes.com"],"url":"https:\/\/exam.pscnotes.com\/mcq\/author\/rawan239\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/posts\/57643","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/comments?post=57643"}],"version-history":[{"count":0,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/posts\/57643\/revisions"}],"wp:attachment":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/media?parent=57643"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/categories?post=57643"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/tags?post=57643"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}