{"id":4678,"date":"2026-08-13T14:50:19","date_gmt":"2026-08-13T12:50:19","guid":{"rendered":"https:\/\/ellistat.com\/?post_type=guide-dutilisateur&#038;p=4678"},"modified":"2026-08-13T14:50:19","modified_gmt":"2026-08-13T12:50:19","slug":"3-menu","status":"publish","type":"guide-dutilisateur","link":"https:\/\/ellistat.com\/hu\/guide-dutilisateur\/menu-3\/","title":{"rendered":"Men\u00fc"},"content":{"rendered":"<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>Bej\u00e1rat<\/strong><\/td><td><strong>Mire szolg\u00e1l?<\/strong><\/td><td><strong>Kiindul\u00e1si pont<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>G\u00e9pi tanul\u00e1s<\/strong><\/td><td>Egy mennyis\u00e9gi vagy min\u0151s\u00e9gi Y-v\u00e1ltoz\u00f3ra vonatkoz\u00f3 predikt\u00edv modell be\u00e1ll\u00edt\u00e1sa t\u00f6bb X-v\u00e1ltoz\u00f3 alapj\u00e1n.<\/td><td>Egy megl\u00e9v\u0151 adatr\u00e1cs.<\/td><\/tr><tr><td><strong>Optimaliz\u00e1l\u00e1s<\/strong><\/td><td>Tal\u00e1lja meg a legmegfelel\u0151bb be\u00e1ll\u00edt\u00e1st&nbsp;<strong>t\u00f6bb<\/strong>&nbsp;egyszerre t\u00f6bb v\u00e1lasz, a becs\u00fclt modellek alapj\u00e1n.<\/td><td>Egy vagy t\u00f6bb modell.<\/td><\/tr><tr><td><strong>Bayesi optimaliz\u00e1l\u00e1s<\/strong><\/td><td>Az optim\u00e1lis eredm\u00e9ny el\u00e9r\u00e9se a lehet\u0151 legkevesebb k\u00eds\u00e9rlettel: a modul a kezdeti \u00e9s az azt k\u00f6vet\u0151 k\u00eds\u00e9rleteket fokozatosan javasolja.<\/td><td>Semmi \u2014 a t\u00e9nyez\u0151k \u00e9s azok hat\u00e1rai.<\/td><\/tr><tr><td><strong>Kever\u00e9soptimaliz\u00e1l\u00e1s<\/strong><\/td><td>Ugyanez az elv vonatkozik egy olyan k\u00e9sz\u00edtm\u00e9nyre is, amelynek \u00f6sszetev\u0151inek \u00f6sszege 100 %.<\/td><td>Semmi \u2014 az alkatr\u00e9szek \u00e9s azok csatlakoz\u00f3i.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udca1 Az els\u0151 k\u00e9t bejegyz\u00e9s m\u0171k\u00f6dik\u00a0<strong>a begy\u0171jt\u00f6tt adatok alapj\u00e1n<\/strong>, az utols\u00f3 kett\u0151\u00a0<strong>ir\u00e1ny\u00edtj\u00e1k a beszerz\u00e9st<\/strong>. Hasznos tipp: ha m\u00e9g eld\u00f6nthet\u0151, hogy mely k\u00eds\u00e9rleteket kell elv\u00e9gezni, a szekvenci\u00e1lis optimaliz\u00e1l\u00f3 modulok seg\u00edts\u00e9g\u00e9vel k\u00eds\u00e9rleteket takar\u00edthat meg; ha a k\u00eds\u00e9rletek m\u00e1r elv\u00e9gz\u00e9sre ker\u00fcltek, akkor g\u00e9pi tanul\u00e1sr\u00f3l van sz\u00f3. A m\u00e1r elv\u00e9gzett k\u00eds\u00e9rleteket be lehet vonni a bayesi optimaliz\u00e1l\u00e1sba, de csak akkor, ha ezek a k\u00eds\u00e9rletek megfelel\u0151en lefedik a ter\u00fcletet. Hasonl\u00f3k\u00e9ppen kiindulhatunk megl\u00e9v\u0151 kever\u00e9kekb\u0151l is, felt\u00e9ve, hogy ezek a kever\u00e9kek teljes\u00edtik a \u00abar\u00e1nyok \u00f6sszege = 1\u00bb felt\u00e9telt.\u00bb<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u26a0\ufe0f A n\u00e9gy bel\u00e9p\u00e9shez sz\u00fcks\u00e9ges egy\u00a0<strong>projekt<\/strong>\u00a0kiv\u00e1lasztva. A \u201eG\u00e9pes tanul\u00e1s \u00e9s optimaliz\u00e1l\u00e1s\u201d tant\u00e1rgy emellett egy\u00a0<strong>t\u00e1bl\u00e1zat<\/strong>\u00a0; a k\u00e9t szekvenci\u00e1lis optimaliz\u00e1l\u00f3 modul \u00f6n\u00e1ll\u00f3an m\u0171k\u00f6dik, \u00e9s az adataikat mag\u00e1ban a tanulm\u00e1nyban t\u00e1rolja.<\/p>","protected":false},"featured_media":0,"menu_order":10,"template":"","meta":{"_acf_changed":true},"menu-guide-dutilisateur":[32],"class_list":["post-4678","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>Menu - Ellistat<\/title>\n<meta name=\"description\" content=\"Donn\u00e9es d\u00e9j\u00e0 acquises ou essais encore \u00e0 d\u00e9cider : d\u00e9couvrez les 4 entr\u00e9es du menu Machine Learning et choisissez le module adapt\u00e9 \u00e0 votre situation.\" \/>\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\/3-menu\/\" \/>\n<meta property=\"og:locale\" content=\"hu_HU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Menu - 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