{"id":6428,"date":"2026-03-02T08:06:52","date_gmt":"2026-03-02T08:06:52","guid":{"rendered":"https:\/\/gyansheel.in\/?p=6428"},"modified":"2026-03-03T21:12:23","modified_gmt":"2026-03-03T21:12:23","slug":"elo-xg-v-keyfiyyt-olculri-rqmsal-analizin-drinliyi","status":"publish","type":"post","link":"https:\/\/gyansheel.in\/?p=6428","title":{"rendered":"Elo, xG v\u0259 Keyfiyy\u0259t \u00d6l\u00e7\u00fcl\u0259ri: R\u0259q\u0259msal Analizin D\u0259rinliyi"},"content":{"rendered":"Elo, xG v\u0259 Keyfiyy\u0259t \u00d6l\u00e7\u00fcl\u0259ri: R\u0259q\u0259msal Analizin D\u0259rinliyi<\/title><\/p>\n<h1>Az\u0259rbaycanda \u0130dman T\u0259hlili \u00fc\u00e7\u00fcn Elo, xG v\u0259 Dig\u0259r Keyfiyy\u0259t Metrikalar\u0131<\/h1>\n<p>\u0130dman\u0131n r\u0259q\u0259msalla\u015fmas\u0131 d\u00fcnyan\u0131 oldu\u011fu kimi Az\u0259rbaycan\u0131 da d\u0259yi\u015fir. Art\u0131q q\u0259l\u0259b\u0259 v\u0259 m\u0259\u011flubiyy\u0259tl\u0259ri anlamaq \u00fc\u00e7\u00fcn sad\u0259 hesablar kifay\u0259t etmir; m\u00fcr\u0259kk\u0259b statistik modell\u0259r v\u0259 keyfiyy\u0259t g\u00f6st\u0259ricil\u0259ri idman t\u0259hlilinin \u0259sas\u0131n\u0131 t\u0259\u015fkil edir. Burada \u0259n vacib anlay\u0131\u015flardan ikisi – Elo reytinq sistemi v\u0259 G\u00f6zl\u0259nil\u0259n Qollar (xG) – idman\u0131n keyfiyy\u0259tini \u00f6l\u00e7m\u0259k \u00fc\u00e7\u00fcn nec\u0259 istifad\u0259 olunur. M\u0259s\u0259l\u0259n, bir oyunun dinamikas\u0131n\u0131 qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn t\u0259hlil\u00e7il\u0259r tez-tez h\u0259r bir h\u0259r\u0259k\u0259tin ehtimal\u0131n\u0131, o c\u00fcml\u0259d\u0259n m\u00fc\u0259yy\u0259n riskli strategiyalar\u0131n t\u0259sirini n\u0259z\u0259rd\u0259n ke\u00e7irirl\u0259r. Bu kontekstd\u0259, "<a href=\"https:\/\/mobizmagazine.com\/\" target=\"_blank\" rel=\"noopener\">aviator<\/a>" kimi ani q\u0259rarlar t\u0259l\u0259b ed\u0259n konseptl\u0259r bel\u0259, statistik modell\u0259\u015fdirm\u0259nin idman strategiyas\u0131na t\u0259tbiqin\u0259 aid m\u00fczakir\u0259l\u0259rd\u0259 n\u00fcmun\u0259 kimi \u00e7\u0131x\u0131\u015f ed\u0259 bil\u0259r. Bu m\u0259qal\u0259 Az\u0259rbaycan oxucusu \u00fc\u00e7\u00fcn bu metrikalar\u0131n n\u0259 oldu\u011funu, onlar\u0131n tarixi inki\u015faf\u0131n\u0131, lokal idman m\u00fchitin\u0259 uy\u011funlu\u011funu v\u0259 onlardan nec\u0259 a\u011f\u0131ll\u0131 \u015f\u0259kild\u0259 istifad\u0259 etm\u0259k olaca\u011f\u0131n\u0131 ara\u015fd\u0131racaq.<\/p>\n<h2>Elo Reytinq Sistemi – R\u0259qib G\u00fcc\u00fcn\u00fcn Riyazi Modeli<\/h2>\n<p>Elo reytinq sistemi, ilk n\u00f6vb\u0259d\u0259 \u015fahmat \u00fc\u00e7\u00fcn Arpad Elo t\u0259r\u0259find\u0259n haz\u0131rlanm\u0131\u015f riyazi bir modeldir. Onun \u0259sas m\u0259ntiqi sad\u0259dir: h\u0259r bir i\u015ftirak\u00e7\u0131ya (komandaya v\u0259 ya \u015f\u0259xs\u0259) m\u00fc\u0259yy\u0259n bir reytinq bal\u0131 t\u0259yin edilir. Oyun n\u0259tic\u0259sind\u0259n sonra, reytinql\u0259r n\u0259tic\u0259nin g\u00f6zl\u0259ntil\u0259r\u0259 uy\u011fun olub-olmamas\u0131na \u0259sas\u0259n yenid\u0259n hesablan\u0131r. \u018fg\u0259r a\u015fa\u011f\u0131 reytinqli komanda y\u00fcks\u0259k reytinqli komandan\u0131 m\u0259\u011flub ed\u0259rs\u0259, \u00e7oxlu bal qazan\u0131r; \u0259ksin\u0259, g\u00f6zl\u0259nil\u0259n q\u0259l\u0259b\u0259 az bal g\u0259tirir. Bu sistem Az\u0259rbaycanda \u015fahmat \u0259n\u0259n\u0259sin\u0259 d\u0259rin k\u00f6kl\u0259r\u0259 malik oldu\u011fu \u00fc\u00e7\u00fcn x\u00fcsusi \u0259h\u0259miyy\u0259t k\u0259sb edir. \u00d6lk\u0259mizin beyn\u0259lxalq \u015fahmat arenas\u0131nda u\u011furlar\u0131 n\u0259z\u0259r\u0259 al\u0131nd\u0131qda, Elo reytinqinin mahiyy\u0259tini ba\u015fa d\u00fc\u015fm\u0259k yerli azarke\u015fl\u0259r \u00fc\u00e7\u00fcn daha da aktualla\u015f\u0131r.<\/p>\n<h3>Elo Sisteminin Az\u0259rbaycan \u0130dman\u0131nda T\u0259tbiqi<\/h3>\n<p>Az\u0259rbaycanda futbol, voleybol v\u0259 basketbol kimi komanda idman n\u00f6vl\u0259rind\u0259 Elo \u0259sasl\u0131 reytinql\u0259r getdikc\u0259 daha \u00e7ox istifad\u0259 olunur. Bu, komandalar\u0131n g\u00fcc\u00fcn\u00fc yaln\u0131z son n\u0259tic\u0259l\u0259r\u0259 deyil, r\u0259qibin keyfiyy\u0259tin\u0259 g\u00f6r\u0259 d\u0259 qiym\u0259tl\u0259ndirm\u0259y\u0259 imkan verir. M\u0259s\u0259l\u0259n, Az\u0259rbaycan Premyer Liqas\u0131nda a\u015fa\u011f\u0131 reytinqli komandan\u0131n lideri m\u0259\u011flub etm\u0259si, \u00fcmumi c\u0259dv\u0259ld\u0259ki bal say\u0131ndan daha \u0259h\u0259miyy\u0259tli statistik bir hadis\u0259 kimi qiym\u0259tl\u0259ndiril\u0259 bil\u0259r. Elo sistemi uzunm\u00fcdd\u0259tli performans trendl\u0259rini izl\u0259m\u0259k v\u0259 g\u0259l\u0259c\u0259k g\u00f6r\u00fc\u015fl\u0259rin n\u0259tic\u0259sini proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn d\u0259 qiym\u0259tli bir vasit\u0259dir. For a quick, neutral reference, see <a href=\"https:\/\/www.nfl.com\/\" target=\"_blank\" rel=\"noopener\">NFL official site<\/a>.<\/p>\n<ul>\n<li>Elo reytinqi statik deyil, dinamikdir v\u0259 h\u0259r oyundan sonra yenil\u0259nir.<\/li>\n<li>Sistem yaln\u0131z q\u0259l\u0259b\u0259\/m\u0259\u011flubiyy\u0259ti deyil, he\u00e7-he\u00e7\u0259 n\u0259tic\u0259l\u0259rini d\u0259 n\u0259z\u0259r\u0259 al\u0131r.<\/li>\n<li>Ba\u015flan\u011f\u0131c reytinqinin t\u0259yini yeni komandalar \u00fc\u00e7\u00fcn kritik m\u0259qamd\u0131r.<\/li>\n<li>Beyn\u0259lxalq turnirl\u0259rd\u0259 Az\u0259rbaycan komandalar\u0131n\u0131n reytinqi onlar\u0131n p\u00fc\u015fkatmada v\u0259ziyy\u0259tini birba\u015fa t\u0259sir ed\u0259 bil\u0259r.<\/li>\n<li>Reytinq d\u0259yi\u015fikliyi \u00fc\u00e7\u00fcn istifad\u0259 olunan “K” \u0259msal\u0131 idman n\u00f6v\u00fcnd\u0259n as\u0131l\u0131 olaraq d\u0259yi\u015fir v\u0259 modelin h\u0259ssasl\u0131\u011f\u0131n\u0131 t\u0259nziml\u0259yir.<\/li>\n<li>Elo, tarixi performans\u0131 cari g\u00fcc\u00fcn g\u00f6st\u0259ricisi kimi t\u0259qdim edir.<\/li>\n<li>Az\u0259rbaycan \u015fahmat\u00e7\u0131lar\u0131n\u0131n FIDE reytinql\u0259ri bu sistemin \u0259n parlaq n\u00fcmun\u0259sidir.<\/li>\n<\/ul>\n<h2>G\u00f6zl\u0259nil\u0259n Qollar (xG) – Futbolun H\u0259qi\u0259t Metriki<\/h2>\n<p>G\u00f6zl\u0259nil\u0259n Qollar (xG) son onillikd\u0259 futbol t\u0259hlilind\u0259 inqilab etmi\u015f bir anlay\u0131\u015fd\u0131r. Bu, m\u00fc\u0259yy\u0259n bir z\u0259rb\u0259 v\u0259 ya v\u0259ziyy\u0259tin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 0 il\u0259 1 aras\u0131nda \u00f6l\u00e7\u0259n statistik g\u00f6st\u0259ricidir. Model, tarixi m\u0259lumatlar \u0259sas\u0131nda qurulur v\u0259 z\u0259rb\u0259nin yerind\u0259n, b\u0259d\u0259n hiss\u0259sind\u0259n, qol qurulu\u015fundan, m\u00fcdafi\u0259\u00e7il\u0259rin m\u00f6vqeyind\u0259n v\u0259 s. kimi minl\u0259rl\u0259 amili n\u0259z\u0259r\u0259 al\u0131r. xG metriki Az\u0259rbaycan futbolunda da t\u0259tbiq olunma\u011fa ba\u015flay\u0131b v\u0259 bu, komandalar\u0131n h\u00fccum effektivliyini daha d\u0259qiq qiym\u0259tl\u0259ndirm\u0259y\u0259 k\u00f6m\u0259k edir.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/pelipecky.cz\/wp-content\/uploads\/2023\/04\/Azerbaijan-Airlines-B787-1\u00a9.jpg\" alt=\"aviator\" loading=\"lazy\"><\/p>\n<p>Bu yana\u015fma, sad\u0259c\u0259 vurulan qollar\u0131n say\u0131n\u0131 saymaqdan daha d\u0259rin bir m\u0259nz\u0259r\u0259 t\u0259qdim edir. M\u0259s\u0259l\u0259n, bir komanda 2-1 qalib g\u0259l\u0259 bil\u0259r, lakin \u0259g\u0259r r\u0259qib daha y\u00fcks\u0259k keyfiyy\u0259tli f\u00fcrs\u0259tl\u0259r (daha y\u00fcks\u0259k \u00fcmumi xG) yarad\u0131bsa, bu, q\u0259l\u0259b\u0259nin davaml\u0131 olmayaca\u011f\u0131n\u0131n g\u00f6st\u0259ricisi ola bil\u0259r. \u018fksin\u0259, m\u0259\u011flub olan komanda b\u0259z\u0259n daha yax\u015f\u0131 oynaya bil\u0259r. Az\u0259rbaycan futbol analitikl\u0259ri art\u0131q xG-d\u0259n istifad\u0259 ed\u0259r\u0259k yerli liqa oyunlar\u0131n\u0131 v\u0259 milli komandan\u0131n performans\u0131n\u0131 t\u0259hlil edirl\u0259r.<\/p>\n<h3>xG Modelinin Qurulu\u015fu v\u0259 M\u0259hdudiyy\u0259tl\u0259ri<\/h3>\n<p>xG modell\u0259ri \u0259sas\u0259n ma\u015f\u0131n \u00f6yr\u0259nm\u0259 alqoritml\u0259ri il\u0259 qurulur v\u0259 onlar\u0131n d\u0259qiqliyi istifad\u0259 olunan m\u0259lumatlar\u0131n h\u0259cmin\u0259 v\u0259 keyfiyy\u0259tin\u0259 ba\u011fl\u0131d\u0131r. H\u0259r bir liqan\u0131n \u00f6z\u00fcn\u0259m\u0259xsus x\u00fcsusiyy\u0259tl\u0259ri oldu\u011fu \u00fc\u00e7\u00fcn, beyn\u0259lxalq standart bir model Az\u0259rbaycan Premyer Liqas\u0131 \u00fc\u00e7\u00fcn d\u0259qiq n\u0259tic\u0259l\u0259r verm\u0259y\u0259 bil\u0259r. M\u0259s\u0259l\u0259n, liqan\u0131n oyun t\u0259rzind\u0259ki f\u0259rql\u0259r, meydan \u015f\u0259raitind\u0259ki d\u0259yi\u015fiklikl\u0259r v\u0259 ya m\u00fc\u0259yy\u0259n texniki aspektl\u0259r modelin lokal kontekst\u0259 uy\u011funla\u015fd\u0131r\u0131lmas\u0131n\u0131 t\u0259l\u0259b edir. For general context and terms, see <a href=\"https:\/\/en.wikipedia.org\/wiki\/Video_assistant_referee\" target=\"_blank\" rel=\"noopener\">VAR explained<\/a>.<\/p>\n<ul>\n<li>xG metriki f\u00fcrs\u0259tin keyfiyy\u0259tini, oyun\u00e7unun keyfiyy\u0259tini deyil, \u00f6l\u00e7\u00fcr.<\/li>\n<li>Model penalti z\u0259rb\u0259l\u0259ri, s\u0259rb\u0259st vuru\u015flar v\u0259 ba\u015f vuru\u015flar\u0131 \u00fc\u00e7\u00fcn ayr\u0131ca kateqoriyalara b\u00f6l\u00fcn\u0259 bil\u0259r.<\/li>\n<li>M\u00fcdafi\u0259 xG (xGA) komandan\u0131n m\u00fcdafi\u0259 t\u0259\u015fkilinin effektivliyini qiym\u0259tl\u0259ndirir.<\/li>\n<li>xG z\u0259nciri (xGChain) h\u00fccumda i\u015ftirak ed\u0259n b\u00fct\u00fcn oyun\u00e7ular\u0131n t\u00f6hf\u0259sini n\u0259z\u0259r\u0259 al\u0131r.<\/li>\n<li>Modelin \u0259sas \u00e7\u0259tinliyi kontekstu amill\u0259ri (m\u0259s\u0259l\u0259n, hava \u015f\u0259raiti, komandan\u0131n motivasiya s\u0259viyy\u0259si) tam \u0259hat\u0259 ed\u0259 bilm\u0259m\u0259sidir.<\/li>\n<li>Az\u0259rbaycanda xG m\u0259lumatlar\u0131n\u0131n toplanmas\u0131 v\u0259 i\u015fl\u0259nm\u0259si texnoloji infrastrukturun inki\u015faf\u0131 il\u0259 birba\u015fa \u0259laq\u0259dard\u0131r.<\/li>\n<li>xG, m\u0259\u015fq\u00e7il\u0259r\u0259 oyun\u00e7u se\u00e7imi v\u0259 taktiki q\u0259rarlar \u00fc\u00e7\u00fcn d\u0259y\u0259rli m\u0259lumat t\u0259qdim ed\u0259 bil\u0259r.<\/li>\n<\/ul>\n<h2>Dig\u0259r Keyfiyy\u0259t Metrikalar\u0131 – Performans\u0131n \u00c7ox\u00f6l\u00e7\u00fcl\u00fc G\u00f6r\u00fcn\u00fc\u015f\u00fc<\/h2>\n<p>Elo v\u0259 xG il\u0259 yana\u015f\u0131, m\u00fcasir idman t\u0259hlili onlarla dig\u0259r inki\u015faf etmi\u015f metrikan\u0131n k\u00f6m\u0259yind\u0259n istifad\u0259 edir. Bu g\u00f6st\u0259ricil\u0259r oyunun m\u00fcxt\u0259lif aspektl\u0259rini i\u015f\u0131qland\u0131raraq, idman\u00e7\u0131 v\u0259 komandalar\u0131n performans\u0131n\u0131 \u00e7ox\u00f6l\u00e7\u00fcl\u00fc \u015f\u0259kild\u0259 qiym\u0259tl\u0259ndirm\u0259y\u0259 imkan verir. Az\u0259rbaycan idman\u0131nda bu metrikalardan istifad\u0259 h\u0259l\u0259 erk\u0259n m\u0259rh\u0259l\u0259d\u0259 olsa da, onlar\u0131n potensial\u0131 n\u0259z\u0259r\u0259\u00e7arpacaqd\u0131r.<\/p>\n<table>\n<thead>\n<tr>\n<th>Metrika Ad\u0131<\/th>\n<th>\u00d6l\u00e7d\u00fcy\u00fc Parametr<\/th>\n<th>Az\u0259rbaycan Kontekstind\u0259 T\u0259tbiqi<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>G\u00f6zl\u0259nil\u0259n K\u00f6m\u0259klik (xA)<\/td>\n<td>\u00d6t\u00fcrm\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131<\/td>\n<td>Yar\u0131m\u00fcdafi\u0259\u00e7i v\u0259 h\u00fccumameylli cinahlar\u0131n yarad\u0131c\u0131l\u0131\u011f\u0131n\u0131n qiym\u0259tl\u0259ndirilm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>Qazan\u0131lan Toptan \u0130r\u0259lil\u0259m\u0259 (PPDA)<\/td>\n<td>M\u00fcdafi\u0259 t\u0259zyiqinin intensivliyi<\/td>\n<td>Komandalar\u0131n y\u00fcks\u0259k presinq strategiyas\u0131n\u0131n effektivliyinin \u00f6l\u00e7\u00fclm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>G\u00f6zl\u0259nil\u0259n M\u00fcdafi\u0259 Qollar\u0131 (xGA)<\/td>\n<td>Veril\u0259n f\u00fcrs\u0259tl\u0259rin t\u0259hlili<\/td>\n<td>M\u00fcdafi\u0259 x\u0259ttinin v\u0259 qap\u0131\u00e7\u0131n\u0131n f\u0259rdi\/kollektiv s\u0259hvl\u0259rinin a\u015fkarlanmas\u0131<\/td>\n<\/tr>\n<tr>\n<td>Oyun Kontrol\u00fc (Dominance)<\/td>\n<td>Meydan\u0131n m\u00fc\u0259yy\u0259n zonas\u0131nda ke\u00e7iril\u0259n vaxt<\/td>\n<td>Taktiya uy\u011funlu\u011funun v\u0259 oyun t\u0259rzinin t\u0259hlili<\/td>\n<\/tr>\n<tr>\n<td>T\u0259hl\u00fck\u0259li H\u00fccumlar<\/td>\n<td>Qap\u0131ya yax\u0131n \u0259razid\u0259 ba\u015f ver\u0259n h\u0259r\u0259k\u0259tl\u0259r<\/td>\n<td>H\u00fccumun keyfiyy\u0259tinin sad\u0259, lakin effektiv \u00f6l\u00e7\u00fcs\u00fc<\/td>\n<\/tr>\n<tr>\n<td>Passing Sequences<\/td>\n<td>U\u011furlu \u00f6t\u00fcrm\u0259 z\u0259ncirl\u0259rinin uzunlu\u011fu<\/td>\n<td>Komanda oyununun v\u0259 texniki bacar\u0131\u011f\u0131n g\u00f6st\u0259ricisi<\/td>\n<\/tr>\n<tr>\n<td>Expected Points (xPts)<\/td>\n<td>Oyundan \u0259ld\u0259 edilm\u0259si g\u00f6zl\u0259nil\u0259n xal<\/td>\n<td>Liqa c\u0259dv\u0259lind\u0259 komandan\u0131n “\u0259dal\u0259tli” yerinin m\u00fc\u0259yy\u0259n edilm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>Post-shot xG<\/td>\n<td>Qap\u0131\u00e7\u0131n\u0131n reaksiyas\u0131 n\u0259z\u0259r\u0259 al\u0131nmaqla qol ehtimal\u0131<\/td>\n<td>Qap\u0131\u00e7\u0131lar\u0131n f\u0259rdi performans\u0131n\u0131n daha d\u0259qiq qiym\u0259tl\u0259ndirilm\u0259si<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Metrikalar\u0131 Nec\u0259 D\u00fczg\u00fcn \u015e\u0259rh Etm\u0259k – Kontekst H\u0259mi\u015f\u0259 Vacibdir<\/h2>\n<p>\u0130st\u0259nil\u0259n statistik g\u00f6st\u0259rici, o c\u00fcml\u0259d\u0259n Elo v\u0259 xG, t\u0259kba\u015f\u0131na h\u0259qiq\u0259ti \u0259ks etdirmir. Onlar\u0131n d\u00fczg\u00fcn \u015f\u0259rhi konteksti ba\u015fa d\u00fc\u015fm\u0259yi t\u0259l\u0259b edir. Az\u0259rbaycan idman m\u00fchiti \u00fc\u00e7\u00fcn bu, yerli liqan\u0131n spesifik x\u00fcsusiyy\u0259tl\u0259rini, komandalar\u0131n maliyy\u0259 imkanlar\u0131n\u0131, g\u0259nc oyun\u00e7ular\u0131n inki\u015faf dinamikas\u0131n\u0131 v\u0259 beyn\u0259lxalq t\u0259cr\u00fcb\u0259nin t\u0259sirini n\u0259z\u0259r\u0259 almaq dem\u0259kdir. M\u0259s\u0259l\u0259n, eyni xG d\u0259y\u0259ri \u0130ngilt\u0259r\u0259 Premyer Liqas\u0131nda v\u0259 Az\u0259rbaycan Premyer Liqas\u0131nda tamamil\u0259 f\u0259rqli m\u0259nalar da\u015f\u0131ya bil\u0259r, \u00e7\u00fcnki oyunun s\u00fcr\u0259ti, fiziki haz\u0131rl\u0131q s\u0259viyy\u0259si v\u0259 taktiki intellekt f\u0259rqlidir.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeXgGBN8VsvGc7ZmHYKUAT72KjLulmYCIoieoKQGZ-uwcMkFPU09A854NneiynVk2cv2wv39UxNEoCsXHU8AjXAXSG2-QhTXCrVoG1_ZaBA9PCwYd5bcFWQaQDBZsbOXbdlh_kw5Q?key=t-7TMqbSEBhFMkKlCFazrysw\" alt=\"aviator\" loading=\"lazy\"><\/p>\n<p>Metrikalar h\u0259r zaman idman\u0131n insani t\u0259r\u0259fl\u0259rini – psixologiyan\u0131, komanda ruhunu, m\u0259\u015fq\u00e7inin q\u0259rar q\u0259bul etm\u0259 bacar\u0131\u011f\u0131n\u0131 – tam \u0259hat\u0259 ed\u0259 bilm\u0259z. Ona g\u00f6r\u0259 d\u0259, r\u0259q\u0259msal m\u0259lumatlar\u0131 \u0259n\u0259n\u0259vi m\u00fc\u015fahid\u0259 v\u0259 ekspert bilikl\u0259ri il\u0259 birl\u0259\u015fdirm\u0259k vacibdir. Bu, Az\u0259rbaycanda idman jurnalistl\u0259ri, m\u0259\u015fq\u00e7il\u0259r v\u0259 azarke\u015fl\u0259r \u00fc\u00e7\u00fcn d\u0259 aktual bir v\u0259zif\u0259dir.<\/p>\n<h3>Az\u0259rbaycanda Analitik \u0130dman M\u0259d\u0259niyy\u0259tinin G\u0259l\u0259c\u0259yi<\/h3>\n<p>R\u0259q\u0259msal t\u0259hlil al\u0259tl\u0259rinin yay\u0131lmas\u0131 Az\u0259rbaycan idman\u0131nda yeni bir m\u0259d\u0259niyy\u0259t yarad\u0131r. G\u0259nc n\u0259sill\u0259r art\u0131q yaln\u0131z oyun n\u0259tic\u0259sini deyil, onun arxas\u0131nda duran statistik m\u0259ntiqi d\u0259 ba\u015fa d\u00fc\u015fm\u0259k ist\u0259yirl\u0259r. Bu, idman t\u0259hsilinin bir hiss\u0259sin\u0259 \u00e7evrilm\u0259 potensial\u0131na malikdir. Eyni zamanda, yerli idman qurumlar\u0131n\u0131n, o c\u00fcml\u0259d\u0259n federasiyalar\u0131n v\u0259 klublar\u0131n, m\u0259lumat toplama v\u0259 analiz sisteml\u0259rini inki\u015faf etdirm\u0259si d\u0259 vacibdir. Yerli m\u0259lumat bazas\u0131n\u0131n yarad\u0131lmas\u0131 beyn\u0259lxalq modell\u0259rin lokal \u015f\u0259rait\u0259 uy\u011funla\u015fd\u0131r\u0131lmas\u0131na v\u0259 Az\u0259rbaycan idman\u0131n\u0131n \u00f6z\u00fcn\u0259m\u0259xsuslu\u011funu \u0259ks etdir\u0259n d\u0259qiq metrikalar\u0131n haz\u0131rlanmas\u0131na imkan ver\u0259c<\/p>\n<p>Bu inki\u015faf yaln\u0131z pe\u015f\u0259kar s\u0259viyy\u0259d\u0259 deyil, h\u0259m d\u0259 azarke\u015fl\u0259r aras\u0131nda idman\u0131n daha d\u0259rin ba\u015fa d\u00fc\u015f\u00fclm\u0259sin\u0259 k\u00f6m\u0259k edir. Statistik analizl\u0259 tan\u0131\u015f olan azarke\u015fl\u0259r oyunu yeni bir bax\u0131\u015f buca\u011f\u0131ndan qiym\u0259tl\u0259ndir\u0259 v\u0259 daha m\u0259nal\u0131 m\u00fczakir\u0259l\u0259r aparmaq imkan\u0131 \u0259ld\u0259 edirl\u0259r.<\/p>\n<p>N\u0259tic\u0259 etibaril\u0259, idman analitikas\u0131 statistik g\u00f6st\u0259ricil\u0259r toplusundan daha \u00e7oxdur. O, q\u0259rarlar\u0131n \u0259sasland\u0131r\u0131lmas\u0131, prosesl\u0259rin optimalla\u015fd\u0131r\u0131lmas\u0131 v\u0259 idman hadis\u0259l\u0259rinin daha ayd\u0131n \u015f\u0259kild\u0259 qiym\u0259tl\u0259ndirilm\u0259si \u00fc\u00e7\u00fcn g\u00fccl\u00fc bir vasit\u0259dir. Onun d\u00fczg\u00fcn t\u0259tbiqi idman\u0131n inki\u015faf\u0131na \u0259h\u0259miyy\u0259tli t\u00f6hf\u0259 ver\u0259 bil\u0259r.<\/p>\n<p>G\u0259l\u0259c\u0259kd\u0259 texnologiyalar\u0131n t\u0259kmill\u0259\u015fm\u0259si il\u0259 bu metodlar daha da d\u0259qiql\u0259\u015f\u0259c\u0259k v\u0259 geni\u015f yay\u0131lacaq. Bu, idman\u0131n r\u0259q\u0259msalla\u015fmas\u0131n\u0131n t\u0259bii n\u0259tic\u0259sidir v\u0259 onun inki\u015faf dinamikas\u0131n\u0131n ayr\u0131lmaz hiss\u0259sin\u0259 \u00e7evrilir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Elo, xG v\u0259 Keyfiyy\u0259t \u00d6l\u00e7\u00fcl\u0259ri: R\u0259q\u0259msal Analizin D\u0259rinliyi Az\u0259rbaycanda \u0130dman T\u0259hlili \u00fc\u00e7\u00fcn Elo, xG v\u0259 Dig\u0259r Keyfiyy\u0259t Metrikalar\u0131 \u0130dman\u0131n r\u0259q\u0259msalla\u015fmas\u0131 d\u00fcnyan\u0131 oldu\u011fu kimi Az\u0259rbaycan\u0131 da d\u0259yi\u015fir. Art\u0131q q\u0259l\u0259b\u0259 v\u0259 m\u0259\u011flubiyy\u0259tl\u0259ri anlamaq \u00fc\u00e7\u00fcn sad\u0259 hesablar kifay\u0259t etmir; m\u00fcr\u0259kk\u0259b statistik modell\u0259r v\u0259 keyfiyy\u0259t g\u00f6st\u0259ricil\u0259ri idman t\u0259hlilinin \u0259sas\u0131n\u0131 t\u0259\u015fkil edir. Burada \u0259n vacib anlay\u0131\u015flardan ikisi – Elo reytinq […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-6428","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/gyansheel.in\/index.php?rest_route=\/wp\/v2\/posts\/6428","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gyansheel.in\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gyansheel.in\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gyansheel.in\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gyansheel.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6428"}],"version-history":[{"count":1,"href":"https:\/\/gyansheel.in\/index.php?rest_route=\/wp\/v2\/posts\/6428\/revisions"}],"predecessor-version":[{"id":6429,"href":"https:\/\/gyansheel.in\/index.php?rest_route=\/wp\/v2\/posts\/6428\/revisions\/6429"}],"wp:attachment":[{"href":"https:\/\/gyansheel.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6428"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gyansheel.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6428"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gyansheel.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6428"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}