{"id":253,"date":"2024-08-28T17:53:45","date_gmt":"2024-08-28T17:53:45","guid":{"rendered":"https:\/\/pasaulioprojektai.lt\/index.php\/2024\/08\/28\/duomenu-tikslumo-uztikrinimas-masininio-mokymosi-modeliuose\/"},"modified":"2024-08-28T17:53:45","modified_gmt":"2024-08-28T17:53:45","slug":"duomenu-tikslumo-uztikrinimas-masininio-mokymosi-modeliuose","status":"publish","type":"post","link":"https:\/\/pasaulioprojektai.lt\/index.php\/2024\/08\/28\/duomenu-tikslumo-uztikrinimas-masininio-mokymosi-modeliuose\/","title":{"rendered":"Duomen\u0173 tikslumo u\u017etikrinimas ma\u0161ininio mokymosi modeliuose"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div id=\"post-33419\">\n<div class=\"mainheading\">\n<p>\n                                                        <span class=\"post-date\"><time class=\"post-date\"><\/p>\n<p>                            2024 m. rugpj\u016b\u010dio 28 d                            <\/time><\/span><\/p>\n<p>                                                        <span class=\"dot\"\/><br \/>\n                            <span class=\"readingtime\">Skaityti 3 min<\/span>\n                                                    <\/p>\n<\/p><\/div>\n<p>                  <img loading=\"lazy\" width=\"1108\" height=\"562\" src=\"https:\/\/media.datadriveninvestor.com\/uploads\/2019\/03\/accuracy-of-machine-learning-model16266331651633846927-1.jpg\" class=\"featured-image img-fluid wp-post-image\" alt=\"\" decoding=\"async\" srcset=\"https:\/\/media.datadriveninvestor.com\/uploads\/2019\/03\/accuracy-of-machine-learning-model16266331651633846927-1.jpg 1108w, https:\/\/media.datadriveninvestor.com\/uploads\/2019\/03\/accuracy-of-machine-learning-model16266331651633846927-1-300x152.jpg 300w, https:\/\/media.datadriveninvestor.com\/uploads\/2019\/03\/accuracy-of-machine-learning-model16266331651633846927-1-768x390.jpg 768w\" sizes=\"auto, (max-width: 1108px) 100vw, 1108px\"\/>                    <\/p>\n<article class=\"article-post\">\n<p>Ma\u0161ininio mokymosi atveju duomen\u0173, naudojam\u0173 modeliams mokyti ir patvirtinti, tikslumas yra svarbiausias j\u0173 veiksmingumas ir patikimumas. Duomen\u0173 tikslumas yra susij\u0119s su duomen\u0173 ta\u0161k\u0173 teisingumu ir tikslumu, u\u017etikrinant, kad \u012f ma\u0161ininio mokymosi algoritmus \u012fvedama informacija b\u016bt\u0173 patikima ir atspindi realaus pasaulio scenarijus. Duomen\u0173 kokyb\u0117 tiesiogiai veikia nusp\u0117jam\u0173j\u0173 modeli\u0173 rezultatus, darydama \u012ftak\u0105 sprendimams \u012fvairiose srityse, nuo sveikatos prie\u017ei\u016bros diagnostikos iki finansini\u0173 prognozi\u0173.  \u0160iame straipsnyje nagrin\u0117jama pagrindin\u0117 duomen\u0173 tikslumo svarba ma\u0161ininio mokymosi modeliuose. Jame gilinamasi \u012f i\u0161\u0161\u016bkius, galin\u010dius pakenkti duomen\u0173 tikslumui, pvz., neatitikimus ir \u0161ali\u0161kum\u0105, ir pabr\u0117\u017eiamas esminis vaidmuo\u2026 <\/p>\n<div class=\"pmpro\">\n<div class=\"pmpro_card pmpro_content_message\">\n<div class=\"pmpro_card_content\">\u0160is turinys skirtas tik DDI pagrindinei narystei.<br \/><a href=\"https:\/\/www.datadriveninvestor.com\/membership-account\/membership-checkout\/\">Prisijunkite dabar<\/a><\/div>\n<\/div>\n<\/div>\n<\/article>\n<div class=\" authors-info mb-3\" style=\"gap:1.5em\">                                <!-- Begin Author box -->                                     <\/p>\n<div class=\"row post-top-meta hidden-lg-up\">\n<div class=\"col-md-2 col-xs-4\">\n                                        <img loading=\"lazy\" decoding=\"async\" data-del=\"avatar\" src=\"https:\/\/www.datadriveninvestor.com\/wp-content\/uploads\/pp-avatar\/d4f9a573d6f5db51f14557f7b5b8620f39c36783.png\" class=\"avatar pp-user-avatar avatar-72 photo imgavt rounded-circle\" height=\"72\" width=\"72\"\/>                                    <\/div>\n<div class=\"col-md-10 col-xs-8\">\n                                        <a class=\"text-capitalize link-dark\" href=\"https:\/\/www.datadriveninvestor.com\/author\/ovais-naseem\/\"><\/p>\n<p>                                        Ovaisas Naseemas <!--span class=\"btn follow\"><\/span--><\/a><\/p>\n<p>                                        <span class=\"author-description d-block\">Man labai patinka viskas, kas yra skaitmenin\u0117! Duomen\u0173 valdymo sprendim\u0173 tiek\u0117joje \u201eAstera\u201c dirbu turinio strategu ir labai m\u0117gstu dalytis vertinga informacija su naudotojais per linksm\u0105, patraukl\u0173 turin\u012f, apimant\u012f naujausias technologij\u0173 tendencijas!<\/span><\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<p><br \/>\n<br \/><a href=\"https:\/\/www.datadriveninvestor.com\/2024\/08\/28\/ensuring-data-accuracy-in-machine-learning-models\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2024 m. rugpj\u016b\u010dio 28 d Skaityti 3 min Ma\u0161ininio mokymosi atveju duomen\u0173, naudojam\u0173 modeliams mokyti ir patvirtinti, tikslumas yra svarbiausias j\u0173 veiksmingumas ir patikimumas. Duomen\u0173 tikslumas yra susij\u0119s su duomen\u0173 ta\u0161k\u0173 teisingumu ir tikslumu, u\u017etikrinant, kad \u012f ma\u0161ininio mokymosi algoritmus \u012fvedama informacija b\u016bt\u0173 patikima ir atspindi realaus pasaulio scenarijus. Duomen\u0173 kokyb\u0117 tiesiogiai veikia nusp\u0117jam\u0173j\u0173 modeli\u0173 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":254,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[3],"tags":[],"class_list":["post-253","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technologijos"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/pasaulioprojektai.lt\/index.php\/wp-json\/wp\/v2\/posts\/253","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pasaulioprojektai.lt\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pasaulioprojektai.lt\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pasaulioprojektai.lt\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pasaulioprojektai.lt\/index.php\/wp-json\/wp\/v2\/comments?post=253"}],"version-history":[{"count":0,"href":"https:\/\/pasaulioprojektai.lt\/index.php\/wp-json\/wp\/v2\/posts\/253\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pasaulioprojektai.lt\/index.php\/wp-json\/wp\/v2\/media\/254"}],"wp:attachment":[{"href":"https:\/\/pasaulioprojektai.lt\/index.php\/wp-json\/wp\/v2\/media?parent=253"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pasaulioprojektai.lt\/index.php\/wp-json\/wp\/v2\/categories?post=253"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pasaulioprojektai.lt\/index.php\/wp-json\/wp\/v2\/tags?post=253"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}