Author: ivaninap

(21 ranking factors)

Factors
DssmBertDistillSinsigMseBaseRegChain web_production: 236 ivaninap is an author & a 'responsible' A pool of logs is marked with BERT trained on Sinsig. DSSM model is trained on this pool using BaseregionChain TG_REMOVED
DssmBertDistillRelevanceMseBaseRegChain web_production: 237 ivaninap is an author & a 'responsible' A pool from PRS logs is marked using BERT, trained for relevance. DSSM model is trained on this pool using BaseregionChain TG_REMOVED
DssmBertDistillSinsigCeCountryRegChain web_production: 437 ivaninap is an author & a 'responsible' A model trained on a PRS-Law PRS to predict BERT, trained on sinsig_ce with threshold value 0.5, using a chain of regions to the country 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_SIN_SIG_MARKUP, TG_BERT_DISTILL, TG_UNIMPLEMENTED, TG_DEPRECATED
OriginalRequestWordsFilteredByDssmSSHardFieldSet1Bm15FLogK0001 web_production: 1853 ivaninap is an author & a 'responsible' The factor for the filtered original request: the DSSM state from the request is calculated without words to the initial request, after which the threshold is cut off. Into aircraft association of the URLs, Title, Body, Links, Correctedctr, LongClick, OneClick, Browserpagerank, Splitdwelltime, SampleperiodDayFrc, SimpleClick, Yabarvisits, Yabartime. The algorithm for aggregation of the scales of words: BM15FLOG (BM15 Aggregation of Logarithm of Construction of Words). Normalization coefficient 0.001. TG_ANNOTATION_NOFILTER, TG_DOC, TG_LINK_TEXT, TG_DOC_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_ANNOTATION_FILTER, TG_DYNAMIC, TG_USER, TG_URL_TEXT, TG_USER_SEARCH, TG_NEURAL, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_SAMOHOD_UNIMPLEMENTED, TG_CALLISTO_UNIMPLEMENTED, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD
OriginalRequestWordsFilteredByDssmSSHardFieldSetUTBm15FLogW0K00001 web_production: 1854 ivaninap is an author & a 'responsible' The factor for the filtered original request: the DSSM state from the request is calculated without words to the initial request, after which the threshold is cut off. It is considered to be composational stream, consisting of an tokenized Url and a title of a document. The algorithm for aggregation of the scales of words: BM15FLOGW0. Normalization coefficient 0.0001. TG_DOC, TG_DOC_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_DYNAMIC, TG_URL_TEXT, TG_NEURAL, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_SAMOHOD_UNIMPLEMENTED, TG_CALLISTO_UNIMPLEMENTED
FractionOfPresentedInTitleWordsWithWeightsByDssmSSHardModel web_production: 1857 ivaninap is an author & a 'responsible' For all words of the request, the weight is calculated by the Query-Mutation method (the distance between the requests in nash and there is no word). The sum of the scales of the words found in the title is taken, divided by the sum of the scales of all words. TG_DOC, TG_DOC_TEXT, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_UNDOCUMENTED, TG_TEXT_MACHINE, TG_SAMOHOD_UNIMPLEMENTED, TG_NN_OVER_FEATURES_USE
MaxWeightOfAbsentInTitleWordsWithWeightsByDssmSSHardModel web_production: 1858 ivaninap is an author & a 'responsible' For all words of the request, the weight is calculated by the Query-Mutation method (the distance between the requests in nash and there is no word). Maximum weight is taken among words absent in the title of the document. TG_DOC, TG_DOC_TEXT, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_UNDOCUMENTED, TG_TEXT_MACHINE, TG_SAMOHOD_UNIMPLEMENTED, TG_NN_OVER_FEATURES_USE
DssmReformulationsWithExtensions web_production: 1898 ivaninap is an author & a 'responsible' DSSM model trained on a reformal pool, which in the request, in addition to the request itself, receives 4 extensions of the XFDT with the largest weight TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_URL_TEXT, TG_DOC_TEXT, TG_NEURAL, TG_UNSUPPORTED, TG_LINGBOOST, TG_NN_OVER_FEATURES_USE, TG_RTMODELS_SERVICE
IsLawQuery begemot_query_factors: 282 ivaninap is an author & a 'responsible' Prediction of the classifier that the request is a legal TG_DYNAMIC, TG_QUERY_ONLY, TG_NEURAL, TG_THEME_CLASSIF, TG_REARR_USE, TG_USE_MARKUP, TG_NOT_01, TG_USED_IN_CONF_REARR
IsFinancialQuery begemot_query_factors: 283 ivaninap is an author & a 'responsible' Prediction of the classifier that the request is financial TG_DYNAMIC, TG_QUERY_ONLY, TG_NEURAL, TG_THEME_CLASSIF, TG_REARR_USE, TG_USE_MARKUP, TG_NOT_01, TG_USED_IN_CONF_REARR
RegionChainLength web_meta: 402 ivaninap is an author & a 'responsible' The length of the regional chain, where the request was. TG_DYNAMIC, TG_QUERY_ONLY, TG_LOCALIZED_REGION, TG_META
UserBertPersMSE web_rtmodels: 3 ivaninap is an author user-bert-model sbr:2366952047 predict, distilled small pers model predicts TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_L3, TG_PERS, TG_DATA_FROM_RTMR, TG_BERT_RUNTIME, TG_USERBERT
UserBertOddMSE web_rtmodels: 4 ivaninap is an author user-bert-model sbr:2366952047 predict, distilled small odd model predict TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_L3, TG_PERS, TG_DATA_FROM_RTMR, TG_BERT_RUNTIME, TG_USERBERT
UserBertSurplusMSE web_rtmodels: 5 ivaninap is an author user-bert-model sbr:2366952047 predict, distilled small surplus model predict TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_L3, TG_PERS, TG_DATA_FROM_RTMR, TG_BERT_RUNTIME, TG_USERBERT
UserBertLinTrMSE web_rtmodels: 6 ivaninap is an author user-bert-model sbr:2366952047 predict, distilled small lintr model predict TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_L3, TG_PERS, TG_DATA_FROM_RTMR, TG_BERT_RUNTIME, TG_USERBERT
UserBertPos1MSE web_rtmodels: 7 ivaninap is an author user-bert-model sbr:2366952047 predict, distilled small pos1 model predict TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_L3, TG_PERS, TG_DATA_FROM_RTMR, TG_BERT_RUNTIME, TG_USERBERT
UserBertPos4MSE web_rtmodels: 8 ivaninap is an author user-bert-model sbr:2366952047 predict, distilled small pos4 model predict TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_L3, TG_PERS, TG_DATA_FROM_RTMR, TG_BERT_RUNTIME, TG_USERBERT
FeaturesPersonalModelPers web_rtmodels: 15 ivaninap is an author & a 'responsible' Features personal model pers predict TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_L3, TG_PERS, TG_DATA_FROM_BIGRT, TG_RTMODELS_SERVICE
FeaturesPersonalModelOdd web_rtmodels: 16 ivaninap is an author & a 'responsible' Features personal model odd predict TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_L3, TG_PERS, TG_DATA_FROM_BIGRT, TG_RTMODELS_SERVICE, TG_UNIMPLEMENTED
FeaturesPersonalModelTr web_rtmodels: 17 ivaninap is an author & a 'responsible' Features personal model tr predict TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_L3, TG_PERS, TG_DATA_FROM_BIGRT, TG_RTMODELS_SERVICE, TG_UNIMPLEMENTED
FeaturesPersonalModelSurplus web_rtmodels: 18 ivaninap is an author & a 'responsible' Features personal model surplus predict TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_L3, TG_PERS, TG_DATA_FROM_BIGRT, TG_RTMODELS_SERVICE, TG_UNIMPLEMENTED