{"id":886362,"date":"2025-11-06T09:33:12","date_gmt":"2025-11-06T08:33:12","guid":{"rendered":"https:\/\/www.geo-zs.si\/?p=886362"},"modified":"2025-12-19T09:33:51","modified_gmt":"2025-12-19T08:33:51","slug":"statisticno-ucenje-izboljsa-klasifikacijo-provenience-apnenca","status":"publish","type":"post","link":"https:\/\/www.geo-zs.si\/en\/statisticno-ucenje-izboljsa-klasifikacijo-provenience-apnenca\/","title":{"rendered":"Statistical learning improves limestone provenance classification"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Dolo\u010danje provenience apnenca v zgodovinskih kontekstih predstavlja stalen metodolo\u0161ki izziv, zlasti pri mikritnih apnencih. Mikriti (apnenci, sestavljeni zgolj iz litificiranega karbonatnega mulja) nimajo diagnosti\u010dnih zna\u010dilnosti, kot so fosili, zrna ali sedimentarne strukture, zato je dolo\u010danje provenience posebej zahtevno.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To te\u017eavo smo naslovili z analizo rimskih kamnitih izdelkov. S tradicionalnimi petrolo\u0161kimi metodami predhodno nismo uspeli dolo\u010diti provenience kar 72 % izdelkov zaradi prisotnosti mikritov. Z napredkom statistike so bile razvite zmogljive metode statisti\u010dnega u\u010denja za razli\u010dne namene \u2014 od napovedovanja ponovitve raka do gibanja vrednosti na borzi ali vremenskih napovedi. Napredne statisti\u010dne metode smo uporabili v na\u0161em primeru za klasifikacijo provenience mikritnega apnenca.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pokazali smo, da se natan\u010dnost dolo\u010ditev izvora izbolj\u0161a, ko zmanj\u0161amo \u0161tevilo spremenljivk in natan\u010dno nastavimo hiperparametre modela. Nadalje smo demonstrirali, da lahko razvrstitve po pomembnosti spremenljivk pri statisti\u010dnih klasifikatorjih prepoznajo najbolj informativne spremenljivke za dolo\u010danje provenience; v na\u0161em naboru podatkov je najuporabnej\u0161e razmerje 87Sr\/86Sr. Podali smo tudi smernice za uporabo statisti\u010dnega u\u010denja pri klasifikaciji provenience. Pristop ni omejen na apnenec. Prilagoditi ga je mogo\u010de tudi drugim vrstam kamnin (npr. dolomitom, ro\u017eencem, sadri ali marmorju) ter drugim materialom (npr. teseram, keramiki in maltam).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Povzeto po \u010dlanku: BRAJKOVI\u010c, Rok, KOSELJ, Klemen. <a>Statistical learning improves classification of limestone provenance<\/a>. <em>Heritage<\/em>. 2025, vol. 8, no. 11, 21 str. ISSN 2571-9408. DOI: <a href=\"https:\/\/dx.doi.org\/10.3390\/heritage8110464\" target=\"_blank\" rel=\"noreferrer noopener\">10.3390\/heritage8110464<\/a>. [COBISS.SI-ID <a href=\"https:\/\/plus-legacy.cobiss.net\/cobiss\/si\/sl\/bib\/256913155\" target=\"_blank\" rel=\"noreferrer noopener\">256913155<\/a>]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dolo\u010danje provenience apnenca v zgodovinskih kontekstih predstavlja stalen metodolo\u0161ki izziv, zlasti pri mikritnih apnencih. Mikriti (apnenci, sestavljeni zgolj iz litificiranega karbonatnega mulja) nimajo diagnosti\u010dnih zna\u010dilnosti, kot so fosili, zrna ali sedimentarne strukture, zato je dolo\u010danje provenience posebej zahtevno. To te\u017eavo smo naslovili z analizo rimskih kamnitih izdelkov. S tradicionalnimi petrolo\u0161kimi metodami predhodno nismo uspeli dolo\u010diti [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":886364,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[93],"tags":[],"class_list":["post-886362","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-znanstvene-objave"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Statisti\u010dno u\u010denje izbolj\u0161a klasifikacijo provenience apnenca - GeoZS<\/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:\/\/www.geo-zs.si\/en\/statisticno-ucenje-izboljsa-klasifikacijo-provenience-apnenca\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Statisti\u010dno u\u010denje izbolj\u0161a klasifikacijo provenience apnenca - GeoZS\" \/>\n<meta property=\"og:description\" content=\"Dolo\u010danje provenience apnenca v zgodovinskih kontekstih predstavlja stalen metodolo\u0161ki izziv, zlasti pri mikritnih apnencih. Mikriti (apnenci, sestavljeni zgolj iz litificiranega karbonatnega mulja) nimajo diagnosti\u010dnih zna\u010dilnosti, kot so fosili, zrna ali sedimentarne strukture, zato je dolo\u010danje provenience posebej zahtevno. To te\u017eavo smo naslovili z analizo rimskih kamnitih izdelkov. 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