{"id":4705,"date":"2026-08-13T14:51:29","date_gmt":"2026-08-13T12:51:29","guid":{"rendered":"https:\/\/ellistat.com\/?post_type=guide-dutilisateur&#038;p=4705"},"modified":"2026-08-13T14:51:29","modified_gmt":"2026-08-13T12:51:29","slug":"uzenetek-es-kulonleges-esetek-7","status":"publish","type":"guide-dutilisateur","link":"https:\/\/ellistat.com\/hu\/guide-dutilisateur\/messages-et-cas-particuliers-7\/","title":{"rendered":"\u00dczenetek \u00e9s k\u00fcl\u00f6nleges esetek"},"content":{"rendered":"<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>Elhelyezked\u00e9s<\/strong><\/td><td><strong>Ok \u00e9s megold\u00e1s<\/strong><\/td><\/tr><\/thead><tbody><tr><td>\u00abmodell kiv\u00e1laszt\u00e1sa\u00bb<\/td><td>A projektben nincs sablon. A \u00ab+\u00bb gomb megnyom\u00e1s\u00e1val l\u00e9trehozhat egyet.<\/td><\/tr><tr><td>Egy oszlop X-es mez\u0151je ki van kapcsolva<\/td><td>\u00c1lland\u00f3 oszlop, vagy 1-n\u00e9l nagyobb ism\u00e9tl\u00e9si sz\u00e1m. A v\u00e1ltozatlan oszlopnak nincs kimutathat\u00f3 hat\u00e1sa.<\/td><\/tr><tr><td>A gauss-eloszl\u00e1s nem szerepel a t\u00edpusok k\u00f6z\u00f6tt<\/td><td>Az \u201eX\u201d min\u0151s\u00e9gi \u00e9rt\u00e9kel\u00e9s, vagy a t\u00e1bl\u00e1zat t\u00f6bb mint 50 sorb\u00f3l \u00e1ll.<\/td><\/tr><tr><td>A K-OPLS-regresszi\u00f3 nem jelenik meg<\/td><td>A t\u00e1bl\u00e1zat t\u00fal nagy (t\u00f6bb mint 2 000 \u00e9rt\u00e9k a kijel\u00f6lt oszlopokban).<\/td><\/tr><tr><td>Az X \u00e9s az Y elt\u0171nt a modellb\u0151l<\/td><td>A minta r\u00e1csa megv\u00e1ltozott: a kijel\u00f6l\u00e9s vissza\u00e1llt az alap\u00e9rt\u00e9kre.<\/td><\/tr><tr><td>Kiv\u00e1l\u00f3 R\u00b2-\u00e9rt\u00e9k, de a tesztvonalak el\u0151rejelz\u00e9se pontatlan<\/td><td>T\u00falbe\u00e1ll\u00edt\u00e1s. Egyszer\u0171s\u00edtse a modellt, vagy \u00e1ll\u00edtsa vissza az alap\u00e9rtelmezett be\u00e1ll\u00edt\u00e1sokat.<\/td><\/tr><tr><td>\u00abNincs kifejez\u00e9s a modellben\u00bb<\/td><td>Jel\u00f6lje be a k\u00edv\u00e1nt kifejez\u00e9seket a bal oldali v\u00e1laszt\u00f3mez\u0151ben.<\/td><\/tr><tr><td>Magas VIF-\u00e9rt\u00e9kek t\u00f6bb futamid\u0151 eset\u00e9ben is<\/td><td>Redund\u00e1ns t\u00e9nyez\u0151k: az egy\u00fctthat\u00f3k nem szepar\u00e1lhat\u00f3k. Egy tagot el kell hagyni, vagy ki kell eg\u00e9sz\u00edteni a k\u00eds\u00e9rleti tervet.<\/td><\/tr><tr><td>Az optimum a tartom\u00e1ny egyik hat\u00e1rpontj\u00e1n helyezkedik el<\/td><td>A val\u00f3di optimum val\u00f3sz\u00edn\u0171leg enn\u00e9l m\u00e9g tov\u00e1bb van. \u00daj k\u00eds\u00e9rletekkel b\u0151v\u00edts\u00fck a vizsg\u00e1lati tartom\u00e1nyt, ne extrapol\u00e1ljunk.<\/td><\/tr><tr><td>\u00abA modellhez legal\u00e1bb 4 m\u00e9rt k\u00eds\u00e9rletre van sz\u00fcks\u00e9g\u00bb<\/td><td>Az els\u0151 k\u00eds\u00e9rletek eredm\u00e9nyeinek r\u00f6gz\u00edt\u00e9se.<\/td><\/tr><tr><td>\u00abEl\u0151sz\u00f6r r\u00f6gz\u00edtse a f\u00fcgg\u0151ben l\u00e9v\u0151 vizsg\u00e1lati eredm\u00e9nyeket\u00bb<\/td><td>A felaj\u00e1nlott t\u00e9tel m\u00e9g nem ker\u00fclt lem\u00e9r\u00e9sre.<\/td><\/tr><tr><td>\u00abLegal\u00e1bb k\u00e9t m\u00e9rt k\u00eds\u00e9rletre van sz\u00fcks\u00e9g\u00bb (konvergencia)<\/td><td>Ez a tanulm\u00e1nyok kezdet\u00e9n teljesen norm\u00e1lis.<\/td><\/tr><tr><td>\u00abA v\u00e1laszfel\u00fclethez legal\u00e1bb k\u00e9t t\u00e9nyez\u0151 sz\u00fcks\u00e9ges\u00bb<\/td><td>A k\u00e1rty\u00e1hoz k\u00e9t t\u00e9nyez\u0151 sz\u00fcks\u00e9ges, az 5D-s grafikonhoz pedig n\u00e9gy.<\/td><\/tr><tr><td>A diagn\u00f3zis fel\u00e1ll\u00edt\u00e1sakor a lefedetts\u00e9g 95 alatt volt %<\/td><td>A modell alulbecs\u00fcli a bizonytalans\u00e1g\u00e1t: n\u00f6velni kell a v\u00e1rhat\u00f3 hibahat\u00e1rt, vagy tov\u00e1bbi k\u00eds\u00e9rleteket kell v\u00e9gezni.<\/td><\/tr><tr><td>Figyelmeztet\u00e9s: magas zajszint<\/td><td>A folytat\u00e1s el\u0151tt ellen\u0151rizze a m\u00e9r\u00e9s ism\u00e9telhet\u0151s\u00e9g\u00e9t.<\/td><\/tr><tr><td>1-t\u0151l elt\u00e9r\u0151 ar\u00e1nyok \u00f6sszege (kever\u00e9k)<\/td><td>Jav\u00edtsd ki az essz\u00e9t, vagy haszn\u00e1ld az automatikus jav\u00edt\u00e1s funkci\u00f3t.<\/td><\/tr><tr><td>Kivitelezhetetlen kever\u0151csatlakoz\u00f3k<\/td><td>A minimum\u00e9rt\u00e9kek \u00f6sszege meghaladja az 1-et, vagy a maximum\u00e9rt\u00e9kek \u00f6sszege kevesebb, mint 1. Adja meg \u00fajra a hat\u00e1rokat.<\/td><\/tr><\/tbody><\/table><\/figure>","protected":false},"featured_media":0,"menu_order":60,"template":"","meta":{"_acf_changed":true},"menu-guide-dutilisateur":[32],"class_list":["post-4705","guide-dutilisateur","type-guide-dutilisateur","status-publish","hentry","menu-guide-dutilisateur-8-ml-machine-learning"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Messages et cas particuliers - Ellistat<\/title>\n<meta name=\"description\" content=\"Messages d&#039;erreurs et cas particuliers pour le module Machine Learning de Ellistat Data Analysis.\" \/>\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\/uzenetek-es-kulonleges-esetek-7\/\" \/>\n<meta property=\"og:locale\" content=\"hu_HU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Messages et cas particuliers - 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