{"id":5143,"date":"2023-10-05T07:33:31","date_gmt":"2023-10-05T07:33:31","guid":{"rendered":"https:\/\/statorials.org\/nl\/zelfstudies-over-machinaal-leren\/"},"modified":"2023-10-05T07:33:31","modified_gmt":"2023-10-05T07:33:31","slug":"zelfstudies-over-machinaal-leren","status":"publish","type":"page","link":"https:\/\/statorials.org\/nl\/zelfstudies-over-machinaal-leren\/","title":{"rendered":"Zelfstudies over machinaal leren"},"content":{"rendered":"

Op deze pagina vindt u alle machine learning-tutorials die beschikbaar zijn op Statorials.<\/span><\/p>\n

Inleiding tot machinaal leren<\/strong><\/span>
Begeleid of onbewaakt leren<\/a>
Regressie- en classificatie-algoritmen<\/a>
De afweging tussen bias en variantie<\/a><\/strong><\/p>\n

Lineaire regressie<\/strong><\/span>
Eenvoudige lineaire regressie<\/a><\/strong> ( R<\/a> , Python<\/a> )
<\/span> Meerdere lineaire regressie<\/a><\/strong> ( R<\/a> , Python<\/a> )
<\/span><\/p>\n

Classificatie<\/strong><\/span>
Logistieke regressie<\/a><\/strong> (R, Python<\/a> )<\/span>
Lineaire discriminantanalyse<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span>
Kwadratische discriminantanalyse<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span><\/p>\n

Hoe de geschiktheid van modellen te beoordelen<\/strong><\/span>
Wat is overfitting?<\/a>
Leave-One-Out kruisvalidatie<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span>
K-voudige kruisvalidatie<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span><\/p>\n

Modelselectie
<\/span> Beste subsetselectie<\/a>
Stapsgewijze selectie<\/a><\/strong> ( R<\/a> )<\/span><\/p>\n

Regularisatie<\/strong><\/span>
Ridge-regressie<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span>
Lasso-regressie<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span><\/p>\n

Dimensionale reductie
<\/span> Regressie van hoofdcomponenten<\/a><\/strong> (R<\/a> , Python<\/a> )<\/span>
Gedeeltelijke kleinste kwadraten<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span><\/p>\n

Geavanceerde regressiemodellen<\/span>
Polynomiale regressie<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span>
Multivariate adaptieve regressiesplines<\/a><\/strong> ( R<\/a> , Python)<\/span><\/p>\n

Op bomen gebaseerde methoden<\/strong><\/span>
Classificatie- en regressiebomen<\/a><\/strong> ( R<\/a> )<\/span>
Opzakken<\/a><\/strong> ( R<\/a> )<\/span>
Willekeurige bossen<\/a><\/strong> ( R<\/a> )<\/span>
Stimuleren<\/a><\/strong> ( R<\/a> )<\/span><\/p>\n

Ongecontroleerd leren<\/strong><\/span>
Hoofdcomponentenanalyse in R<\/a>
K-betekent clustering in R<\/a>
K-Medoids clusteren in R<\/a>
<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

Op deze pagina vindt u alle machine learning-tutorials die beschikbaar zijn op Statorials. Inleiding tot machinaal leren Begeleid of onbewaakt leren Regressie- en classificatie-algoritmen De afweging tussen bias en variantie Lineaire regressie Eenvoudige lineaire regressie ( R , Python ) Meerdere lineaire regressie ( R , Python ) Classificatie Logistieke regressie (R, Python ) Lineaire […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-5143","page","type-page","status-publish","hentry"],"yoast_head":"\nZelfstudies over machinaal leren<\/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:\/\/statorials.org\/nl\/zelfstudies-over-machinaal-leren\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Zelfstudies over machinaal leren\" \/>\n<meta property=\"og:description\" content=\"Op deze pagina vindt u alle machine learning-tutorials die beschikbaar zijn op Statorials. Inleiding tot machinaal leren Begeleid of onbewaakt leren Regressie- en classificatie-algoritmen De afweging tussen bias en variantie Lineaire regressie Eenvoudige lineaire regressie ( R , Python ) Meerdere lineaire regressie ( R , Python ) Classificatie Logistieke regressie (R, Python ) Lineaire […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/nl\/zelfstudies-over-machinaal-leren\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data1\" content=\"1\u00a0Minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/nl\/zelfstudies-over-machinaal-leren\/\",\"url\":\"https:\/\/statorials.org\/nl\/zelfstudies-over-machinaal-leren\/\",\"name\":\"Zelfstudies over machinaal leren\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/nl\/#website\"},\"datePublished\":\"2023-10-05T07:33:31+00:00\",\"dateModified\":\"2023-10-05T07:33:31+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/nl\/zelfstudies-over-machinaal-leren\/#breadcrumb\"},\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/nl\/zelfstudies-over-machinaal-leren\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/nl\/zelfstudies-over-machinaal-leren\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Thuis\",\"item\":\"https:\/\/statorials.org\/nl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Zelfstudies over machinaal leren\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/nl\/#website\",\"url\":\"https:\/\/statorials.org\/nl\/\",\"name\":\"Statorials\",\"description\":\"Uw gids voor statistische competentie\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/nl\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"de\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Zelfstudies over machinaal leren","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:\/\/statorials.org\/nl\/zelfstudies-over-machinaal-leren\/","og_locale":"de_DE","og_type":"article","og_title":"Zelfstudies over machinaal leren","og_description":"Op deze pagina vindt u alle machine learning-tutorials die beschikbaar zijn op Statorials. 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