{"id":30535,"date":"2026-03-15T08:42:31","date_gmt":"2026-03-15T08:42:31","guid":{"rendered":"https:\/\/secreerd.com\/?p=30535"},"modified":"2026-03-09T18:10:00","modified_gmt":"2026-03-09T18:10:00","slug":"rating-sistemleri-nec-islyir-elo-v-xg-metriklri","status":"publish","type":"post","link":"https:\/\/secreerd.com\/index.php\/2026\/03\/15\/rating-sistemleri-nec-islyir-elo-v-xg-metriklri\/","title":{"rendered":"Rating Sistemleri Nec\u0259 \u0130\u015fl\u0259yir – Elo v\u0259 xG Metrikl\u0259ri"},"content":{"rendered":"Rating Sistemleri Nec\u0259 \u0130\u015fl\u0259yir – Elo v\u0259 xG Metrikl\u0259ri<\/title><\/p>\n<h1>Idman T\u0259hlilind\u0259 Keyfiyy\u0259t \u00d6l\u00e7\u00fcl\u0259ri – Elo, xG v\u0259 Dig\u0259r Sisteml\u0259r<\/h1>\n<p>\u0130dman m\u00fc\u015fahid\u0259\u00e7isi kimi tez-tez "komanda reytinqi", "g\u00f6zl\u0259nil\u0259n qollar" v\u0259 ya "statistikan\u0131n arxas\u0131ndak\u0131 riyaziyyat" ifad\u0259l\u0259ri il\u0259 qar\u015f\u0131la\u015fm\u0131s\u0131n\u0131z. Bu g\u00f6st\u0259ricil\u0259r idman\u0131n keyfiyy\u0259tini nec\u0259 \u00f6l\u00e7\u00fcr? Bu m\u0259qal\u0259d\u0259, beyn\u0259lxalq v\u0259 Az\u0259rbaycan idman m\u00fchitind\u0259 istifad\u0259 olunan \u0259sas reytinq v\u0259 t\u0259hlil sisteml\u0259rini add\u0131m-add\u0131m izah ed\u0259c\u0259yik. M\u0259s\u0259l\u0259n, <a href=\"https:\/\/pinco-casino-az.org\/\">https:\/\/pinco-casino-az.org\/<\/a> kimi platformalarda tez-tez g\u00f6r\u00fcn\u0259n r\u0259q\u0259ml\u0259rin m\u0259nas\u0131n\u0131 anlamaq \u00fc\u00e7\u00fcn bu sisteml\u0259ri ba\u015fa d\u00fc\u015fm\u0259k vacibdir. Biz Elo reytinqi, xG (G\u00f6zl\u0259nil\u0259n Qollar) v\u0259 dig\u0259r "keyfiyy\u0259t" metrikl\u0259rinin prinsipl\u0259rini, onlar\u0131n nec\u0259 hesabland\u0131\u011f\u0131n\u0131 v\u0259 real oyunlar\u0131 t\u0259hlil etm\u0259k \u00fc\u00e7\u00fcn nec\u0259 t\u0259tbiq edil\u0259 bil\u0259c\u0259yini ara\u015fd\u0131raca\u011f\u0131q.<\/p>\n<h2>Reytinq Sisteml\u0259ri N\u0259dir v\u0259 Niy\u0259 Vacibdir<\/h2>\n<p>Reytinq sisteml\u0259ri idman\u00e7\u0131lar\u0131n, komandalar\u0131n v\u0259 ya oyun\u00e7ular\u0131n g\u00fcc\u00fcn\u00fc v\u0259 performans\u0131n\u0131 r\u0259q\u0259msal olaraq qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn riyazi modell\u0259rdir. Onlar t\u0259sad\u00fcfi n\u0259tic\u0259l\u0259ri aradan qald\u0131rma\u011fa, real qabiliyy\u0259ti \u00f6l\u00e7m\u0259y\u0259 v\u0259 g\u0259l\u0259c\u0259k u\u011fru proqnozla\u015fd\u0131rma\u011fa k\u00f6m\u0259k edir. Az\u0259rbaycanda, Az\u0259rbaycan Premyer Liqas\u0131nda v\u0259 beyn\u0259lxalq futbol \u00e7empionatlar\u0131nda bu c\u00fcr m\u0259lumatlar getdikc\u0259 daha \u00e7ox istifad\u0259 olunur.<\/p>\n<ul>\n<li>Obyektivlik: \u015e\u0259xsi r\u0259yl\u0259rd\u0259n as\u0131l\u0131 olmayan, r\u0259q\u0259ml\u0259r\u0259 \u0259saslanan qiym\u0259tl\u0259ndirm\u0259 t\u0259qdim edir.<\/li>\n<li>M\u00fcqayis\u0259: M\u00fcxt\u0259lif liqalarda v\u0259 ya m\u00fcxt\u0259lif d\u00f6vrl\u0259rd\u0259 \u00e7\u0131x\u0131\u015f ed\u0259n komandalar\u0131 bir-biri il\u0259 m\u00fcqayis\u0259 etm\u0259y\u0259 imkan verir.<\/li>\n<li>Proqnoz: G\u0259l\u0259c\u0259k oyunlar\u0131n n\u0259tic\u0259sini ehtimal daxilind\u0259 proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn \u0259sas yarad\u0131r.<\/li>\n<li>\u0130nki\u015faf\u0131n izl\u0259nm\u0259si: Komandan\u0131n v\u0259 ya oyun\u00e7unun zamanla nec\u0259 inki\u015faf etdiyini v\u0259 ya geril\u0259diyini g\u00f6st\u0259rir.<\/li>\n<li>Strategiya: M\u0259\u015fq\u00e7il\u0259r\u0259 v\u0259 analitikl\u0259r\u0259 qar\u015f\u0131 komandan\u0131n g\u00fccl\u00fc v\u0259 z\u0259if t\u0259r\u0259fl\u0259rini m\u00fc\u0259yy\u0259n etm\u0259kd\u0259 k\u00f6m\u0259k edir.<\/li>\n<\/ul>\n<h2>Elo Reytinq Sistemi – \u015eahmatdan Futbola<\/h2>\n<p>Elo sistemi ilk d\u0259f\u0259 1960-c\u0131 ill\u0259rd\u0259 professor Arpad Elo t\u0259r\u0259find\u0259n \u015fahmat oyun\u00e7ular\u0131n\u0131n g\u00fcc\u00fcn\u00fc qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn haz\u0131rlanm\u0131\u015fd\u0131r. Bu sistem indi futbol, tennis, basketbol v\u0259 h\u0259tta videooyunlar daxil olmaqla bir \u00e7ox sah\u0259d\u0259 istifad\u0259 olunur. Sistemin \u0259sas ideyas\u0131 sad\u0259dir: h\u0259r bir i\u015ftirak\u00e7\u0131n\u0131n g\u00fcc\u00fcn\u00fc t\u0259msil ed\u0259n bir r\u0259q\u0259m (reyting) t\u0259yin edilir. Oyun n\u0259tic\u0259sind\u0259n sonra, reytinql\u0259r yenid\u0259n hesablan\u0131r – qalib, m\u0259\u011flubdan reytinq xallar\u0131 al\u0131r.<\/p>\n<h3>Elo Hesablamas\u0131n\u0131n Add\u0131mlar\u0131<\/h3>\n<p>Bir oyunun n\u0259tic\u0259sind\u0259n sonra reytinqin nec\u0259 d\u0259yi\u015fdiyini ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn \u0259sas d\u00fcsturlara n\u0259z\u0259r salaq.<\/p>\n<ol>\n<li>G\u00f6zl\u0259nil\u0259n N\u0259tic\u0259: Oyun ba\u015flamazdan \u0259vv\u0259l, h\u0259r komandan\u0131n qalib g\u0259lm\u0259 ehtimal\u0131 hesablan\u0131r. Formula komandalar\u0131n cari Elo reytinql\u0259ri aras\u0131ndak\u0131 f\u0259rq\u0259 \u0259saslan\u0131r.<\/li>\n<li>Oyun N\u0259tic\u0259si: Oyun bitdikd\u0259n sonra n\u0259tic\u0259 r\u0259q\u0259ml\u0259\u015fdirilir (m\u0259s\u0259l\u0259n, q\u0259l\u0259b\u0259 \u00fc\u00e7\u00fcn 1, he\u00e7-he\u00e7\u0259 \u00fc\u00e7\u00fcn 0.5, m\u0259\u011flubiyy\u0259t \u00fc\u00e7\u00fcn 0).<\/li>\n<li>Yeni Reytinqin Hesablanmas\u0131: Komandan\u0131n yeni reytinqi a\u015fa\u011f\u0131dak\u0131 kimi tap\u0131l\u0131r: K\u00f6hn\u0259 Reytinq + K * (Oyun N\u0259tic\u0259si – G\u00f6zl\u0259nil\u0259n N\u0259tic\u0259). Burada \u00abK\u00bb \u0259msal\u0131 reytinqin n\u0259 q\u0259d\u0259r tez d\u0259yi\u015f\u0259 bil\u0259c\u0259yini g\u00f6st\u0259rir. Y\u00fcks\u0259k K d\u0259y\u0259ri daha s\u00fcr\u0259tli d\u0259yi\u015fiklik dem\u0259kdir.<\/li>\n<li>D\u00fcz\u0259li\u015f: Sistem, g\u00f6zl\u0259nilm\u0259z n\u0259tic\u0259l\u0259rd\u0259 (a\u015fa\u011f\u0131 reytinqli komandan\u0131n qalib g\u0259lm\u0259si) daha \u00e7ox xal d\u0259yi\u015fikliyin\u0259, g\u00f6zl\u0259nil\u0259n n\u0259tic\u0259l\u0259rd\u0259 is\u0259 az d\u0259yi\u015fikliy\u0259 s\u0259b\u0259b olur.<\/li>\n<\/ol>\n<h2>G\u00f6zl\u0259nil\u0259n Qollar – xG Metriki<\/h2>\n<p>xG, v\u0259 ya \u00abExpected Goals\u00bb (G\u00f6zl\u0259nil\u0259n Qollar), futbolun \u0259n populyar inki\u015faf etmi\u015f metrikl\u0259rind\u0259n biridir. Bu, bir z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 0 il\u0259 1 aras\u0131nda bir r\u0259q\u0259ml\u0259 ifad\u0259 edir. Metrik, ke\u00e7mi\u015f minl\u0259rl\u0259 z\u0259rb\u0259 m\u0259lumat\u0131n\u0131 t\u0259hlil ed\u0259r\u0259k, m\u00fc\u0259yy\u0259n bir v\u0259ziyy\u0259td\u0259 qol vurma \u015fans\u0131n\u0131 proqnozla\u015fd\u0131r\u0131r.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/spacecoastdaily.com\/wp-content\/uploads\/2025\/06\/Why-Players-in-Azerbaijan-Prefer-Pinco-AZ-A-Top-Tier-Online-Casino-Experience.jpg\" alt=\"https:\/\/pinco-casino-az.org\/\" loading=\"lazy\"><\/p>\n<p>M\u0259s\u0259l\u0259n, penalti z\u0259rb\u0259sinin xG d\u0259y\u0259ri t\u0259xmin\u0259n 0.79-dur, y\u0259ni tarixi statistikaya \u0259sas\u0259n, penaltil\u0259rin 79%-i qola \u00e7evrilir. Uzaq m\u0259saf\u0259d\u0259n v\u0259 buca\u011f\u0131 dar olan bir z\u0259rb\u0259nin xG d\u0259y\u0259ri is\u0259 0.05 kimi \u00e7ox a\u015fa\u011f\u0131 ola bil\u0259r. Bu, komandan\u0131n yaratd\u0131\u011f\u0131 f\u00fcrs\u0259tl\u0259rin \u00abkeyfiyy\u0259tini\u00bb \u00f6l\u00e7m\u0259y\u0259 imkan verir. Sad\u0259c\u0259 z\u0259rb\u0259 say\u0131n\u0131 deyil, h\u0259min z\u0259rb\u0259l\u0259rin n\u0259 q\u0259d\u0259r t\u0259hlik\u0259li oldu\u011funu g\u00f6st\u0259rir. M\u00f6vzu \u00fczr\u0259 \u00fcmumi kontekst \u00fc\u00e7\u00fcn <a href=\"https:\/\/en.wikipedia.org\/wiki\/Expected_goals\">expected goals explained<\/a> m\u0259nb\u0259sin\u0259 baxa bil\u0259rsiniz.<\/p>\n<table>\n<thead>\n<tr>\n<th>Z\u0259rb\u0259 V\u0259ziyy\u0259ti<\/th>\n<th>T\u0259xmini xG D\u0259y\u0259ri<\/th>\n<th>\u0130zah\u0131<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Penalti<\/td>\n<td>0.79<\/td>\n<td>Qap\u0131\u00e7\u0131ya \u00e7ox yax\u0131n, qar\u015f\u0131s\u0131nda mane\u0259 olmayan bir f\u00fcrs\u0259t.<\/td>\n<\/tr>\n<tr>\n<td>Qap\u0131ya \u00e7ox yax\u0131n, a\u00e7\u0131q v\u0259ziyy\u0259t<\/td>\n<td>0.45<\/td>\n<td>6 yard m\u0259saf\u0259d\u0259, qap\u0131\u00e7\u0131 il\u0259 t\u0259k qar\u015f\u0131la\u015fma.<\/td>\n<\/tr>\n<tr>\n<td>Qap\u0131n\u0131n m\u0259rk\u0259zind\u0259n orta m\u0259saf\u0259li z\u0259rb\u0259<\/td>\n<td>0.12<\/td>\n<td>C\u0259za sah\u0259si i\u00e7ind\u0259n, lakin m\u00fcdafi\u0259\u00e7il\u0259r qar\u015f\u0131s\u0131nda at\u0131lan z\u0259rb\u0259.<\/td>\n<\/tr>\n<tr>\n<td>K\u00fcncd\u0259n s\u0259rb\u0259st vuru\u015f<\/td>\n<td>0.05<\/td>\n<td>Birba\u015fa qol vurmaq \u00fc\u00e7\u00fcn \u00e7\u0259tin bucaq.<\/td>\n<\/tr>\n<tr>\n<td>Uzaq m\u0259saf\u0259d\u0259n g\u00fccl\u00fc z\u0259rb\u0259<\/td>\n<td>0.03<\/td>\n<td>C\u0259za sah\u0259sind\u0259n k\u0259nardan, qap\u0131\u00e7\u0131n\u0131n \u00f6n\u00fcnd\u0259 \u00e7oxlu mane\u0259 il\u0259.<\/td>\n<\/tr>\n<tr>\n<td>Bo\u015f qap\u0131ya yax\u0131n m\u0259saf\u0259d\u0259n z\u0259rb\u0259<\/td>\n<td>0.90+<\/td>\n<td>Qap\u0131\u00e7\u0131n\u0131n m\u00f6vqeyind\u0259 olmad\u0131\u011f\u0131, dem\u0259k olar ki, qarantiyal\u0131 f\u00fcrs\u0259t.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Metrikl\u0259ri Nec\u0259 \u015e\u0259rh Etm\u0259li – Praktiki M\u0259sl\u0259h\u0259tl\u0259r<\/h2>\n<p>Statistik g\u00f6st\u0259ricil\u0259ri oxuyark\u0259n, onlar\u0131 t\u0259k ba\u015f\u0131na deyil, kontekstd\u0259 qiym\u0259tl\u0259ndirm\u0259k vacibdir. Y\u00fcks\u0259k xG, lakin az qol vuran bir komanda, ya s\u0259m\u0259r\u0259siz h\u00fccum edir, ya da yax\u015f\u0131 qap\u0131\u00e7\u0131 il\u0259 qar\u015f\u0131la\u015f\u0131r. A\u015fa\u011f\u0131 xG il\u0259 \u00e7ox qol vuran komanda is\u0259 ya \u00e7ox s\u0259m\u0259r\u0259li \u00e7\u0131x\u0131\u015f edir, ya da taleyin k\u00f6m\u0259yind\u0259n yararlan\u0131r – lakin bu, uzun m\u00fcdd\u0259td\u0259 davam etm\u0259y\u0259 bil\u0259r.<\/p>\n<ul>\n<li>Uzunm\u00fcdd\u0259tli Trendl\u0259r\u0259 Diqq\u0259t: Bir v\u0259 ya iki oyun statistikas\u0131 yan\u0131ld\u0131c\u0131 ola bil\u0259r. B\u00fct\u00fcn m\u00f6vs\u00fcm \u0259rzind\u0259ki trendl\u0259r daha etibarl\u0131 m\u0259lumat verir.<\/li>\n<li>Konteksti Unutmay\u0131n: Komandan\u0131n oyun plan\u0131 (m\u00fcdafi\u0259y\u0259 y\u00f6n\u0259lib, ya h\u00fccuma), oyunun \u0259hvali-ruhiyy\u0259si (q\u0131rm\u0131z\u0131 v\u0259r\u0259q\u0259, erk\u0259n qol) v\u0259 h\u0259tta hava \u015f\u0259raiti metrikl\u0259ri t\u0259sir ed\u0259 bil\u0259r.<\/li>\n<li>Oyun\u00e7u S\u0259viyy\u0259sind\u0259 T\u0259hlil: Komanda xG-si h\u0259r bir oyun\u00e7unun f\u0259rdi t\u00f6hf\u0259sini gizl\u0259d\u0259 bil\u0259r. M\u00fc\u0259yy\u0259n bir h\u00fccum\u00e7unun yaratd\u0131\u011f\u0131 f\u00fcrs\u0259tl\u0259rin keyfiyy\u0259tin\u0259 baxmaq daha faydal\u0131d\u0131r.<\/li>\n<li>M\u00fcdafi\u0259 Metrikl\u0259ri: T\u0259kc\u0259 h\u00fccum metrikl\u0259ri deyil, \u00abG\u00f6zl\u0259nil\u0259n Qol Buraxma\u00bb (xGA) kimi m\u00fcdafi\u0259 g\u00f6st\u0259ricil\u0259ri d\u0259 komandan\u0131n \u00fcmumi performans\u0131n\u0131 qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn vacibdir.<\/li>\n<li>Az\u0259rbaycan Liqas\u0131na T\u0259tbiqi: Yerli \u00e7empionatda m\u0259lumatlar\u0131n toplanmas\u0131 v\u0259 t\u0259hlili d\u0259 geni\u015fl\u0259nir. Komandalar\u0131n performans\u0131n\u0131 qiym\u0259tl\u0259ndir\u0259rk\u0259n, liqan\u0131n \u00fcmumi oyun t\u0259rzini v\u0259 statistik bazan\u0131n h\u0259cmini n\u0259z\u0259r\u0259 almaq laz\u0131md\u0131r.<\/li>\n<\/ul>\n<h2>Dig\u0259r M\u00fch\u00fcm Keyfiyy\u0259t \u00d6l\u00e7\u00fcl\u0259ri<\/h2>\n<p>Elo v\u0259 xG-d\u0259n \u0259lav\u0259, idman analitikas\u0131nda bir \u00e7ox ba\u015fqa sistem v\u0259 metrikd\u0259n istifad\u0259 olunur. Onlar\u0131n h\u0259r biri oyunun m\u00fcxt\u0259lif aspektl\u0259rini i\u015f\u0131qland\u0131r\u0131r.<\/p>\n<h3>Passing Network Analizi<\/h3>\n<p>Bu, komandan\u0131n oyun qurulu\u015funu v\u0259 oyun\u00e7ular aras\u0131ndaki \u0259laq\u0259l\u0259ri vizualla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn istifad\u0259 olunur. Hans\u0131 oyun\u00e7ular\u0131n oyun qurucu oldu\u011funu, komandan\u0131n h\u00fccumda \u0259sas istiqam\u0259tl\u0259rini g\u00f6st\u0259rir. M\u0259s\u0259l\u0259n, bir komandan\u0131n \u00f6t\u00fcrm\u0259l\u0259rinin \u00e7oxu m\u00fcdafi\u0259 x\u0259ttind\u0259n ba\u015flay\u0131rsa, bu, ehtiyatl\u0131 bir oyun t\u0259rzi il\u0259 \u0259laq\u0259l\u0259ndiril\u0259 bil\u0259r.<\/p>\n<h3>PPDA – H\u00fccumda H\u0259r Oyun\u00e7uya D\u00fc\u015f\u0259n T\u0259zyiq<\/h3>\n<p>Bu metrik komandan\u0131n m\u00fcdafi\u0259d\u0259 n\u0259 q\u0259d\u0259r aqressiv oldu\u011funu \u00f6l\u00e7\u00fcr. R\u0259qib komandan\u0131n \u00f6z yar\u0131s\u0131nda etdiyi h\u0259r bir \u00f6t\u00fcrm\u0259y\u0259 n\u0259 q\u0259d\u0259r t\u0259zyiq t\u0259tbiq edildiyini hesablay\u0131r. A\u015fa\u011f\u0131 PPDA d\u0259y\u0259ri daha y\u00fcks\u0259k t\u0259zyiq dem\u0259kdir – komanda topu itirdiyi anda d\u0259rhal geri qazanma\u011fa \u00e7al\u0131\u015f\u0131r.<\/p>\n<h3>PostShot xG<\/h3>\n<p>Bu, adi xG-d\u0259n daha inki\u015faf etmi\u015f bir metrikdir. O, t\u0259kc\u0259 z\u0259rb\u0259nin v\u0259ziyy\u0259tini deyil, h\u0259m d\u0259 z\u0259rb\u0259nin \u00f6z\u00fcn\u00fcn keyfiyy\u0259tini (m\u0259s\u0259l\u0259n, z\u0259rb\u0259nin istiqam\u0259tini v\u0259 g\u00fcc\u00fcn\u00fc) n\u0259z\u0259r\u0259 alaraq, qol olma ehtimal\u0131n\u0131 yenid\u0259n qiym\u0259tl\u0259ndirir. Bu, qap\u0131\u00e7\u0131n\u0131n xilas\u0131n\u0131 daha d\u0259qiq qiym\u0259tl\u0259ndirm\u0259y\u0259 k\u00f6m\u0259k edir.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/pinup-registraciya.com\/app\/img\/article\/pinup-casino4.jpeg\" alt=\"https:\/\/pinco-casino-az.org\/\" loading=\"lazy\"><\/p>\n<h2>Reytinql\u0259r v\u0259 Az\u0259rbaycan \u0130dman M\u0259d\u0259niyy\u0259ti<\/h2>\n<p>Az\u0259rbaycanda idman statistikas\u0131na maraq, beyn\u0259lxalq yay\u0131m h\u00fcquqlar\u0131 v\u0259 onlayn platformalar\u0131n yay\u0131lmas\u0131 il\u0259 birlikd\u0259 art\u0131r. Yerli t\u0259hlil\u00e7il\u0259r v\u0259 azarke\u015fl\u0259r art\u0131q yaln\u0131z hesabla deyil, oyunun keyfiyy\u0259ti il\u0259 d\u0259 maraqlan\u0131r. Premyer Liqa komandalar\u0131n\u0131n performans\u0131n\u0131 m\u00fczakir\u0259 ed\u0259rk\u0259n, \u00abhans\u0131 komanda daha yax\u015f\u0131 f\u00fcrs\u0259tl\u0259r yarad\u0131b\u00bb sual\u0131 getdikc\u0259 daha aktual olur.<\/p>\n<p>Bu, idman\u0131n ba\u015fa d\u00fc\u015f\u00fclm\u0259sini d\u0259rinl\u0259\u015fdirir. M\u0259s\u0259l\u0259n, bir komanda b\u00f6y\u00fck derbi oyununda he\u00e7-he\u00e7\u0259 ed\u0259 bil\u0259r, lakin xG statistikas\u0131 g\u00f6st\u0259r\u0259 bil\u0259r ki, onlar \u0259slind\u0259 daha t\u0259hl\u00fck\u0259li f\u00fcrs\u0259tl\u0259r yarad\u0131b v\u0259 oyunun gedi\u015fin\u0259 n\u0259zar\u0259t edibl\u0259r. Bu c\u00fcr d\u0259rin analiz, komandalar\u0131n uzunm\u00fcdd\u0259tli inki\u015faf strategiyalar\u0131n\u0131 formala\u015fd\u0131rmaqda da k\u00f6m\u0259k ed\u0259 bil\u0259r. G\u0259l\u0259c\u0259kd\u0259, yerli komandalar\u0131n beyn\u0259lxalq reytinql\u0259rd\u0259 (FIFA, UEFA \u0259msallar\u0131 kimi) daha y\u00fcks\u0259k m\u00f6vqel\u0259r\u0259 y\u00fcks\u0259lm\u0259si \u00fc\u00e7\u00fcn bu metrikl\u0259rd\u0259n daha aktiv istifad\u0259 oluna bil\u0259r.<\/p>\n<h2>Metrikl\u0259rin M\u0259hdudiyy\u0259tl\u0259ri v\u0259 S\u0259hvl\u0259ri<\/h2>\n<p>He\u00e7 bir riyazi model m\u00fck\u0259mm\u0259l deyil. Reytinq sisteml\u0259ri d\u0259 m\u00fc\u0259yy\u0259n \u00e7at\u0131\u015fmazl\u0131qlara malikdir v\u0259 onlar\u0131 kor-koran\u0259 t\u0259tbiq etm\u0259k yanl\u0131\u015f n\u0259tic\u0259l\u0259r\u0259 g\u0259tir\u0259 bil\u0259r. Q\u0131sa v\u0259 neytral istinad \u00fc\u00e7\u00fcn <a href=\"https:\/\/www.premierleague.com\/\">Premier League official site<\/a> m\u0259nb\u0259sin\u0259 bax\u0131n.<\/p>\n<ul>\n<li>M\u0259lumat\u0131n Keyfiyy\u0259ti: Modell\u0259r daxil edil\u0259n m\u0259lumatlar q\u0259d\u0259r yax\u015f\u0131d\u0131r. Qeyri-d\u0259qiq v\u0259 ya natamam statistikalar (x\u00fcsusil\u0259 a\u015fa\u011f\u0131 liqalarda)<\/li>\n<\/ul>\n<p>modelin n\u0259tic\u0259l\u0259rini \u0259h\u0259miyy\u0259tli d\u0259r\u0259c\u0259d\u0259 t\u0259hrif ed\u0259 bil\u0259r. M\u0259s\u0259l\u0259n, bir vuru\u015fun buca\u011f\u0131 v\u0259 ya m\u0259saf\u0259si s\u0259hv qeyd\u0259 al\u0131narsa, xG hesablamas\u0131 etibars\u0131z olar.<\/p>\n<h3>Kontekstin Olmamas\u0131<\/h3>\n<p>Statistik modell\u0259r oyunun emosional v\u0259 psixoloji aspektl\u0259rini, oyun\u00e7ular\u0131n yor\u011funlu\u011funu, konkret r\u0259qibin taktiki x\u00fcsusiyy\u0259tl\u0259rini v\u0259 ya meydan\u0131n v\u0259ziyy\u0259tini n\u0259z\u0259r\u0259 ala bilmir. Hesablamalar \u0259sas\u0259n r\u0259q\u0259msal m\u0259lumatlara \u0259saslan\u0131r.<\/p>\n<h3>Proqnozla\u015fd\u0131rma \u00c7\u0259tinliyi<\/h3>\n<p>Bu sisteml\u0259r ad\u0259t\u0259n ke\u00e7mi\u015f performans\u0131 t\u0259hlil etm\u0259k \u00fc\u00e7\u00fcn n\u0259z\u0259rd\u0259 tutulub, g\u0259l\u0259c\u0259k n\u0259tic\u0259l\u0259ri d\u0259qiq proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn deyil. Futbol t\u0259bi\u0259ti il\u0259 qeyri-m\u00fc\u0259yy\u0259ndir v\u0259 he\u00e7 bir alqoritm g\u00f6zl\u0259nilm\u0259z hadis\u0259l\u0259ri tam olaraq n\u0259z\u0259r\u0259 ala bilm\u0259z.<\/p>\n<h2>G\u0259l\u0259c\u0259k Perspektivl\u0259r<\/h2>\n<p>\u0130dman analitikas\u0131n\u0131n g\u0259l\u0259c\u0259yi daha m\u00fcr\u0259kk\u0259b m\u0259lumatlar\u0131n inteqrasiyas\u0131ndan ke\u00e7ir. Sensor texnologiyalar\u0131 v\u0259 komp\u00fcter g\u00f6rm\u0259 sisteml\u0259ri art\u0131q oyun\u00e7ular\u0131n h\u0259r\u0259k\u0259t m\u0259lumatlar\u0131n\u0131 daha d\u0259qiq y\u0131\u011f\u0131r. Bu, yeni n\u00f6v performans g\u00f6st\u0259ricil\u0259rinin yaranmas\u0131na s\u0259b\u0259b olacaq.<\/p>\n<p>S\u00fcni intellekt modell\u0259ri t\u0259kmill\u0259\u015fdikc\u0259, onlar t\u0259kc\u0259 n\u0259 ba\u015f verdiyini deyil, h\u0259m d\u0259 niy\u0259 ba\u015f verdiyini daha yax\u015f\u0131 izah ed\u0259 bil\u0259c\u0259k. Bu, komandalar\u0131n taktiki haz\u0131rl\u0131\u011f\u0131n\u0131 v\u0259 oyun\u00e7u se\u00e7imini daha da inki\u015faf etdir\u0259c\u0259k. Eyni zamanda, statistikalar\u0131n izah\u0131 v\u0259 t\u0259qdimat\u0131 da daha \u0259l\u00e7atan olma\u011fa do\u011fru ir\u0259lil\u0259yir, bel\u0259likl\u0259 daha geni\u015f auditoriya \u00fc\u00e7\u00fcn ba\u015fa d\u00fc\u015f\u00fcl\u0259n olur.<\/p>\n<p>N\u0259tic\u0259 etibaril\u0259, m\u00fcasir futbol reytinql\u0259ri v\u0259 metrikl\u0259ri idman\u0131n ba\u015fa d\u00fc\u015f\u00fclm\u0259sind\u0259 fundamental d\u0259yi\u015fiklik etdi. Onlar t\u0259hlil\u0259 d\u0259rinlik v\u0259 obyektivlik g\u0259tirir, lakin insan m\u00fchakim\u0259si v\u0259 kontekst anlay\u0131\u015f\u0131 il\u0259 tarazl\u0131qda istifad\u0259 edilm\u0259lidir. Bu al\u0259tl\u0259rin davaml\u0131 inki\u015faf\u0131 futbolun h\u0259m sah\u0259d\u0259, h\u0259m d\u0259 onun k\u0259nar\u0131nda nec\u0259 t\u0259hlil olunaca\u011f\u0131n\u0131 formala\u015fd\u0131rma\u011fa davam ed\u0259c\u0259k.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Rating Sistemleri Nec\u0259 \u0130\u015fl\u0259yir – Elo v\u0259 xG Metrikl\u0259ri Idman T\u0259hlilind\u0259 Keyfiyy\u0259t \u00d6l\u00e7\u00fcl\u0259ri – Elo, xG v\u0259 Dig\u0259r Sisteml\u0259r \u0130dman m\u00fc\u015fahid\u0259\u00e7isi kimi tez-tez "komanda reytinqi", "g\u00f6zl\u0259nil\u0259n qollar" v\u0259 ya "statistikan\u0131n arxas\u0131ndak\u0131 riyaziyyat" ifad\u0259l\u0259ri il\u0259 qar\u015f\u0131la\u015fm\u0131s\u0131n\u0131z. Bu g\u00f6st\u0259ricil\u0259r idman\u0131n keyfiyy\u0259tini nec\u0259 \u00f6l\u00e7\u00fcr? Bu m\u0259qal\u0259d\u0259, beyn\u0259lxalq v\u0259 Az\u0259rbaycan idman m\u00fchitind\u0259 istifad\u0259 olunan \u0259sas reytinq v\u0259 t\u0259hlil sisteml\u0259rini […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false},"categories":[1],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/secreerd.com\/index.php\/wp-json\/wp\/v2\/posts\/30535"}],"collection":[{"href":"https:\/\/secreerd.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/secreerd.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/secreerd.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/secreerd.com\/index.php\/wp-json\/wp\/v2\/comments?post=30535"}],"version-history":[{"count":1,"href":"https:\/\/secreerd.com\/index.php\/wp-json\/wp\/v2\/posts\/30535\/revisions"}],"predecessor-version":[{"id":30536,"href":"https:\/\/secreerd.com\/index.php\/wp-json\/wp\/v2\/posts\/30535\/revisions\/30536"}],"wp:attachment":[{"href":"https:\/\/secreerd.com\/index.php\/wp-json\/wp\/v2\/media?parent=30535"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/secreerd.com\/index.php\/wp-json\/wp\/v2\/categories?post=30535"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/secreerd.com\/index.php\/wp-json\/wp\/v2\/tags?post=30535"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}