Author: kpolitay

(24 ranking factors)

Factors
NoProductsProbability web_production: 772 kpolitay is an author DSSM Prediction of the probability of URL + Title that there is no product on the page. TG_L2, TG_NEURAL, TG_URL_TEXT, TG_STATIC, TG_NN_OVER_FEATURES_USE
OneProductProbability web_production: 777 kpolitay is an author DSSM Prediction of the probability of URL + Title, which is on the page one product. TG_L2, TG_NEURAL, TG_STATIC, TG_URL_TEXT, TG_NN_OVER_FEATURES_USE
ManyProductsProbability web_production: 778 kpolitay is an author DSSM Prediction of the probability of URL + Title, that there are a lot of goods on the page. TG_L2, TG_NEURAL, TG_STATIC, TG_URL_TEXT, TG_NN_OVER_FEATURES_USE
ReformulationsLongestClickLogDtEarlyBindingDssm web_production: 1892 kpolitay is an author & a 'responsible' DSSM model with early binding, trained in reformulations, which predicts the logarithm of the longest click on the Serpa. TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_URL_TEXT, TG_DOC_TEXT, TG_NEURAL, TG_UNSUPPORTED, TG_NN_OVER_FEATURES_USE, TG_RTMODELS_SERVICE
DssmFomula8YearsCe25Prediction web_production: 1906 kpolitay is an author & a 'responsible' A model trained to predict an assessment of the USSR-DUMP-20190719 PRS-20190720 ALL-8-YEARS [T> 0.25] Crossentropy 20K 0.25 -s 0.8 -z 1. TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_URL_TEXT, TG_DOC_TEXT, TG_NEURAL, TG_UNIMPLEMENTED, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_RTMODELS_SERVICE
DssmFomula8YearsCe25PredictionRatings web_production: 1912 kpolitay is an author & a 'responsible' A model trained to predict an assessment of the USSR-DUMP-20190719 PRS-20190720 ALL-8-YEARS [T> 0.25] Crossentropy 20K 0.25 -s 0.8 -z 1 and an educational study on assessments of relevance. TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_URL_TEXT, TG_DOC_TEXT, TG_NEURAL, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_RTMODELS_SERVICE
UserClicksOdd01Decay30 rapid_pers_clicks: 76 kpolitay is an author & a 'responsible' TG_STATIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
UserClicksOdd01Decay30XClicksThreshold1Decay30 rapid_pers_clicks: 77 kpolitay is an author & a 'responsible' TG_STATIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
UserClicksOdd02Decay30 rapid_pers_clicks: 78 kpolitay is an author & a 'responsible' TG_STATIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
UserClicksOdd02Decay30XClicksThreshold1Decay30 rapid_pers_clicks: 79 kpolitay is an author & a 'responsible' TG_STATIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
UserHostClicksOdd09Decay30 rapid_pers_clicks: 80 kpolitay is an author & a 'responsible' TG_STATIC, TG_DOWNER, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
UserHostClicksOdd09Decay30XClicksThreshold1Decay30 rapid_pers_clicks: 81 kpolitay is an author & a 'responsible' TG_STATIC, TG_DOWNER, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
UserHostClicksOdd01Decay30XClicksThreshold1Decay30 rapid_pers_clicks: 82 kpolitay is an author & a 'responsible' TG_STATIC, TG_DOWNER, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
UserHostClicksThreshold120Decay30XClicksThreshold1Decay30 rapid_pers_clicks: 83 kpolitay is an author & a 'responsible' TG_STATIC, TG_DOWNER, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
UserHostClicksThreshold300Decay30XClicksThreshold1Decay30 rapid_pers_clicks: 84 kpolitay is an author & a 'responsible' TG_STATIC, TG_DOWNER, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
UserUrlClicksThreshold300Decay30XClicksThreshold1Decay30 rapid_pers_clicks: 85 kpolitay is an author & a 'responsible' TG_STATIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
UserUrlClicksThreshold120Decay30XClicksThreshold1Decay30 rapid_pers_clicks: 86 kpolitay is an author & a 'responsible' TG_STATIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
UserHostClicksDwelltime600Decay30XClicksThreshold1Decay30 rapid_pers_clicks: 87 kpolitay is an author & a 'responsible' TG_STATIC, TG_DOWNER, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
UserUrlClicksDwelltime600Decay30XClicksThreshold1Decay30 rapid_pers_clicks: 88 kpolitay is an author & a 'responsible' TG_STATIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
UserHostClicksOdd02Decay30XClicksThreshold1Decay30 rapid_pers_clicks: 89 kpolitay is an author & a 'responsible' TG_STATIC, TG_DOWNER, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_META, TG_UNDOCUMENTED, TG_PERS, TG_DATA_FROM_RTMR, TG_L3, TG_UNIMPLEMENTED
CommonWordsCountPrevQCurQRealtime web_meta_pers: 113 kpolitay is an author & a 'responsible' Saturated number of common words in current and previous query TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_PERS, TG_USER_QUERY, TG_DEPRECATED
NnOverFeaturesFormulaAll4YearsQMSEPrediction web_production_formula_features: 0 kpolitay is an author & a 'responsible' A model trained to predict an assessment of the USSR-DUMP-20191206 PRS-20191207 ALL-4-YEARS QMSE 20K 0.2 -s 0.8 -z 1 formula. TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_DEPRECATED, TG_FORMULA_2245_DEP
NnOverFeaturesFormulaAll8YearsCe25Prediction web_production_formula_features: 1 kpolitay is an author & a 'responsible' A model trained to predict an assessment of the USSR-DUMP-20191206 PRS-20191207 ALL-8-YEARS [T> 0.25] Crossentropy 20K 0.25 -s 0.8 -z 1. TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_USE_MARKUP, TG_ALL_RELEVANCE_MARKUP, TG_DEPRECATED, TG_FORMULA_2245_DEP
NnOverFeaturesFormulaYangRelevance2YearsCe50Prediction web_production_formula_features: 2 kpolitay is an author & a 'responsible' A model trained to predict an assessment of the USSR-DUMP-20191206 PRS-20191207 Yang-Relevance-2-Years [T> 0.5] Crossentropy 20K 0.25 -s 0.8 -z 1. TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_USE_MARKUP, TG_YANG_RELEVANCE_MARKUP, TG_DEPRECATED