{"id":4664,"date":"2026-08-12T16:59:59","date_gmt":"2026-08-12T14:59:59","guid":{"rendered":"https:\/\/ellistat.com\/?post_type=guide-dutilisateur&#038;p=4664"},"modified":"2026-08-12T16:59:59","modified_gmt":"2026-08-12T14:59:59","slug":"toltesi-terv","status":"publish","type":"guide-dutilisateur","link":"https:\/\/ellistat.com\/hu\/guide-dutilisateur\/plan-de-remplissage\/","title":{"rendered":"T\u00f6lt\u00e9si terv"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Az el\u0151z\u0151 tervek mindegyike egy\u00a0<strong>adott modell<\/strong>\u00a0\u2014 line\u00e1ris, k\u00f6lcs\u00f6nhat\u00e1sokkal, kvadratikus. A kit\u00f6lt\u00e9si tervek m\u00e1s c\u00e9lt szolg\u00e1lnak:\u00a0<strong>a k\u00eds\u00e9rleti ter\u00fclet egyenletes lefed\u00e9se<\/strong>, an\u00e9lk\u00fcl, hogy el\u0151re felt\u00e9telezn\u00e9nk a v\u00e1lasz form\u00e1j\u00e1t.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"644\" height=\"298\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/remplissage.png\" alt=\"\" class=\"wp-image-4665\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/remplissage.png 644w, https:\/\/ellistat.com\/wp-content\/uploads\/remplissage-300x139.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/remplissage-18x8.png 18w\" sizes=\"auto, (max-width: 644px) 100vw, 644px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Ez a g\u00e9pi tanul\u00e1si modellek alapelve: a forma felt\u00e9telez\u00e9se helyett azt megtanulj\u00e1k. A t\u00e9nyez\u0151knek a k\u00f6vetkez\u0151knek kell lenni\u00fck:&nbsp;<strong>mennyis\u00e9gi<\/strong>, arra sz\u00fcks\u00e9g van&nbsp;<strong>legal\u00e1bb kett\u0151<\/strong>&nbsp;\u00e9s&nbsp;<strong>legfeljebb 20<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. Sz\u00e1m\u00edtott \u00e1bra vagy t\u00e1bl\u00e1zat<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A lehets\u00e9ges tervek list\u00e1ja k\u00e9t csal\u00e1dot tartalmaz:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ellistat-terv (sz\u00e1m\u00edtott)<\/strong>, amely els\u0151k\u00e9nt jelenik meg \u00e9s alap\u00e9rtelmez\u00e9s szerint van kiv\u00e1lasztva: az egyetlen, amelynek a k\u00eds\u00e9rletek sz\u00e1ma \u00e9s a krit\u00e9riumai megfelelnek az \u00d6n be\u00e1ll\u00edt\u00e1sainak; ; <\/li>\n\n\n\n<li>A\u00a0<strong>t\u00e1bl\u00e1zatos t\u00e1bl\u00e1zatok<\/strong>, r\u00f6gz\u00edtett k\u00eds\u00e9rletsz\u00e1mmal: Audze-Eglais (9, 15, 16, 25, 50, 100 k\u00eds\u00e9rlet a t\u00e9nyez\u0151k sz\u00e1m\u00e1t\u00f3l f\u00fcgg\u0151en), Latin Hypercube Design (16, 25, 50) \u00e9s NOLH 17. 10 t\u00e9nyez\u0151 felett m\u00e1r egyik sem marad meg, csup\u00e1n a sz\u00e1m\u00edtott terv felel meg.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">2. A kisz\u00e1m\u00edtott terv be\u00e1ll\u00edt\u00e1sai<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>Be\u00e1ll\u00edt\u00e1s<\/strong><\/td><td><strong>Szerep<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>T\u00e9nyez\u0151k sz\u00e1ma<\/strong><\/td><td>Eml\u00e9keztet\u0151, csak olvas\u00e1sra.<\/td><\/tr><tr><td><strong>A k\u00eds\u00e9rletek sz\u00e1ma<\/strong><\/td><td>Legal\u00e1bb&nbsp;<em>k<\/em>+1, legfeljebb 100. Az alap\u00e9rtelmezett \u00e9rt\u00e9k t\u00e9nyez\u0151nk\u00e9nt \u00f6t k\u00eds\u00e9rlet, legal\u00e1bb 9.<\/td><\/tr><tr><td><strong>Felt\u00e9telez\u00e9sek a t\u00e9nyez\u0151kr\u0151l<\/strong><\/td><td>\u00abMinden t\u00e9nyez\u0151 akt\u00edv\u00bb vagy \u00abCsak n\u00e9h\u00e1ny t\u00e9nyez\u0151 akt\u00edv\u00bb.<\/td><\/tr><tr><td><strong>A korrel\u00e1ci\u00f3 korl\u00e1toz\u00e1sa<\/strong><\/td><td>A t\u00e9nyez\u0151k k\u00f6z\u00f6tti maxim\u00e1lis korrel\u00e1ci\u00f3t k\u00e9nyszer\u00edti. Alap\u00e9rtelmez\u00e9s szerint be van kapcsolva.<\/td><\/tr><tr><td><strong>Maxim\u00e1lis korrel\u00e1ci\u00f3 |r|<\/strong><\/td><td>A c\u00e9l\u00e9rt\u00e9k alap\u00e9rtelmez\u00e9s szerint 0,03.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">A kiv\u00e1lasztott hipot\u00e9zist a k\u00e9perny\u0151n elmagyar\u00e1zz\u00e1k, \u00e9s a v\u00e1laszt\u00e1snak jelent\u0151s\u00e9ge van:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Minden t\u00e9nyez\u0151 akt\u00edv<\/strong>\u00a0: kiz\u00e1r\u00f3lag az Audze\u2013Eglais-krit\u00e9rium: a teljes t\u00e9r kit\u00f6lt\u00e9se. Ezt akkor kell v\u00e1lasztani, ha a lefel\u00e9 ir\u00e1nyul\u00f3 modell minden t\u00e9nyez\u0151t figyelembe vesz; ;<\/li>\n\n\n\n<li><strong>Csak n\u00e9h\u00e1ny t\u00e9nyez\u0151 j\u00e1tszik szerepet<\/strong>\u00a0: Audze-Eglais + MaxPro: a progn\u00f3zisokat is teljes\u00edti, azaz olyan helyzetekben, amikor a v\u00e1rakoz\u00e1sok alakul\u00e1sa att\u00f3l f\u00fcgg, hogy val\u00f3j\u00e1ban csak k\u00e9t vagy h\u00e1rom t\u00e9nyez\u0151 sz\u00e1m\u00edt.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udca1 Ez az a be\u00e1ll\u00edt\u00e1s, amely val\u00f3ban megk\u00fcl\u00f6nb\u00f6zteti a k\u00e9t kit\u00f6lt\u00e9si m\u00f3dot, \u00e9s a d\u00f6nt\u00e9skor a k\u00f6vetkez\u0151ket kell figyelembe venni:\u00a0<strong>a k\u00f6vetkez\u0151 l\u00e9p\u00e9s<\/strong>. Ha felt\u00e9telezz\u00fck, hogy a nyolc t\u00e9nyez\u0151 k\u00f6z\u00fcl kett\u0151 viszi a terhet, akkor egy olyan s\u00edk, amely j\u00f3l kit\u00f6lti a nyolcdimenzi\u00f3s teret, nagyon rosszul vet\u00fclhet ki e k\u00e9t t\u00e9nyez\u0151 s\u00edkj\u00e1ra: a pontok ott egym\u00e1sra ker\u00fclnek, \u00e9s a modell szinte semmit sem l\u00e1t. Pontosan ezt korrig\u00e1lja a MaxPro kifejez\u00e9s.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u26a0\ufe0f A korrel\u00e1ci\u00f3s korl\u00e1t haszn\u00e1lata aj\u00e1nlott: a MaxPro kifejez\u00e9s jelent\u0151sen rontja a korrel\u00e1ci\u00f3kat, ha ez nincs be\u00e1ll\u00edtva. A kikapcsol\u00e1sa csak akkor \u00e9rtelmezhet\u0151, ha maxim\u00e1lis kit\u00f6lt\u00e9st szeretn\u00e9nk el\u00e9rni, an\u00e9lk\u00fcl, hogy t\u00f6r\u0151dn\u00e9nk a hat\u00e1sok f\u00fcggetlens\u00e9g\u00e9vel.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. Sz\u00e1m\u00edtsuk ki \u00e9s olvassuk le az eredm\u00e9nyt<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A gomb&nbsp;<strong>Kisz\u00e1m\u00edt\u00e1s<\/strong>&nbsp;elind\u00edtja a l\u00e1gy\u00edt\u00e1st egy munkamenetben, halad\u00e1si jelz\u00e9ssel \u00e9s egy gombbal&nbsp;<strong>Le\u00e1ll\u00edtani<\/strong>. A kapott terv r\u00f6gz\u00edt\u00e9sre ker\u00fcl a k\u00eds\u00e9rleti tervben: a navig\u00e1ci\u00f3 sor\u00e1n is megmarad.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A gomb mellett h\u00e1rom jelz\u0151f\u00e9ny vil\u00e1g\u00edt:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"644\" height=\"68\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/calculate.png\" alt=\"\" class=\"wp-image-4666\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/calculate.png 644w, https:\/\/ellistat.com\/wp-content\/uploads\/calculate-300x32.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/calculate-18x2.png 18w\" sizes=\"auto, (max-width: 644px) 100vw, 644px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Audze-Eglais<\/strong>\u00a0: a kit\u00f6lt\u00e9si ar\u00e1ny \u2013 min\u00e9l alacsonyabb, ann\u00e1l jobban kit\u00f6lt\u00f6tt a ter\u00fclet; ; <\/li>\n\n\n\n<li><strong>MaxPro<\/strong>\u00a0: a progn\u00f3zisok kit\u00f6lt\u00e9si krit\u00e9riuma, amely akkor jelenik meg, ha a \u00abn\u00e9h\u00e1ny akt\u00edv t\u00e9nyez\u0151\u00bb felt\u00e9telez\u00e9st v\u00e1lasztj\u00e1k; ;<\/li>\n\n\n\n<li><strong>Max |r|<\/strong>\u00a0: a k\u00e9t t\u00e9nyez\u0151 k\u00f6z\u00f6tti leger\u0151sebb abszol\u00fat korrel\u00e1ci\u00f3.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">A gomb\u00a0<strong>Korrel\u00e1ci\u00f3s m\u00e1trix<\/strong>\u00a0plak\u00e1t:\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" width=\"482\" height=\"201\" src=\"blob:https:\/\/ellistat.com\/e02b97bb-70e7-4960-8de4-91783bb6bd86\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A gomb\u00a0<strong>Pontfelh\u0151k<\/strong>\u00a0k\u00e9t egym\u00e1st kieg\u00e9sz\u00edt\u0151 \u00e9rtelmez\u00e9st k\u00edn\u00e1l: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>a m\u00e1trix\u00a0<strong>t\u00e9nyez\u0151k k\u00f6z\u00f6tti \u00f6sszef\u00fcgg\u00e9sek<\/strong>, egy \u22121 \u00e9s +1 k\u00f6z\u00f6tti r\u00f6gz\u00edtett sk\u00e1l\u00e1n \u2014 egy j\u00f3l optimaliz\u00e1lt terv teh\u00e1t szinte semlegesnek t\u0171nik, ami helyes <\/li>\n\n\n\n<li>\u00e9s a\u00a0<strong>pontfelh\u0151k t\u00e9nyez\u0151p\u00e1ronk\u00e9nt<\/strong>, amelyek azt mutatj\u00e1k, hogy\u00a0<em>mi\u00e9rt<\/em>\u00a0a korrel\u00e1ci\u00f3 gyenge: a pontok egyenletesen eloszlanak, vagy diagon\u00e1lis szerkezetet alkotnak.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"644\" height=\"308\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/doptimal.png\" alt=\"\" class=\"wp-image-4667\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/doptimal.png 644w, https:\/\/ellistat.com\/wp-content\/uploads\/doptimal-300x143.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/doptimal-18x9.png 18w\" sizes=\"auto, (max-width: 644px) 100vw, 644px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udca1 A m\u00e1trix r\u00f6gz\u00edtett m\u00e9retar\u00e1nya nem be\u00e1ll\u00edt\u00e1si hiba. Az adatokhoz igaz\u00edtott m\u00e9retar\u00e1ny n\u00e9h\u00e1ny sz\u00e1zadnyi korrel\u00e1ci\u00f3kat jelen\u00edtene meg \u00e9l\u00e9nk sz\u00ednekkel, ami t\u00e9ves benyom\u00e1st keltene egy rossz tervr\u0151l. Itt viszont egy szinte ortogon\u00e1lis terv j\u00f3l felismerhet\u0151.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u26a0\ufe0f A gomb&nbsp;<strong>D-Optimal<\/strong>&nbsp;sz\u00e1nd\u00e9kosan nem szerepel a kit\u00f6lt\u00e9si tervekben: egy kit\u00f6lt\u00e9si terv D-optim\u00e1lis r\u00e9szhalmaz\u00e1nak keres\u00e9se \u00e9rtelmetlen, mivel a terv c\u00e9lja a t\u00e9r lefed\u00e9se, nem pedig egy adott modell becsl\u00e9se.<\/p>","protected":false},"featured_media":0,"menu_order":100,"template":"","meta":{"_acf_changed":true},"menu-guide-dutilisateur":[24],"class_list":["post-4664","guide-dutilisateur","type-guide-dutilisateur","status-publish","hentry","menu-guide-dutilisateur-7-doe-plans-dexperiences"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Plan de remplissage - Ellistat<\/title>\n<meta name=\"description\" content=\"Latin Hypercube, Audze-Eglais, MaxPro : construisez un plan de remplissage d&#039;espace optimis\u00e9 pour entra\u00eener vos mod\u00e8les de machine learning sans hypoth\u00e8se a priori.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ellistat.com\/hu\/hasznaloi-utmutato\/toltesi-terv\/\" \/>\n<meta property=\"og:locale\" content=\"hu_HU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Plan de remplissage - 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