Tag: TG_DATA_FROM_BIGRT

(131 ranking factors)

Factors
RcSpylogUrlRationalSigmoidD1T240 web_production: 446 URL feature computed from rapid clicks spy_log counters with decay of 1 day TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogUrlRationalSigmoidD1T240Frozen web_production: 447 URL feature computed from rapid clicks spy_log counters with decay of 1 day TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_SPYLOG_RAPID_CLICKS_BIGRT, TG_NN_OVER_FEATURES_USE
RcSpylogUrlRationalSigmoidD0_5T30 web_production: 448 URL feature computed from rapid clicks spy_log counters with decay of 0.5 days TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogUrlRationalSigmoidD0_5T30Frozen web_production: 449 URL feature computed from rapid clicks spy_log counters with decay of 0.5 day TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_SPYLOG_RAPID_CLICKS_BIGRT, TG_NN_OVER_FEATURES_USE
RcSpylogUrlRationalSigmoidD3T120 web_production: 478 URL feature computed from rapid clicks spy_log counters with decay of 3 days TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogUrlRationalSigmoidD3T120Frozen web_production: 484 URL feature computed from rapid clicks spy_log counters with decay of 3 days TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_SPYLOG_RAPID_CLICKS_BIGRT, TG_NN_OVER_FEATURES_USE
RcSpylogUrlRationalSigmoidD14T300 web_production: 485 URL feature computed from rapid clicks spy_log counters with decay of 14 days TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogUrlRationalSigmoidD14T300Frozen web_production: 489 URL feature computed from rapid clicks spy_log counters with decay of 14 days TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_SPYLOG_RAPID_CLICKS_BIGRT, TG_NN_OVER_FEATURES_USE
RcSpylogAge web_production: 490 Age of rapid clicks spy_log update, in seconds TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_NOT_01, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogFreshness web_production: 491 Freshness of rapid clicks spy_log update TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogFreshnessAtReq web_production: 519 Freshness of rapid clicks spy_log update, calculated at the request time TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_SPYLOG_RAPID_CLICKS_BIGRT, TG_NN_OVER_FEATURES_USE
RcSpylogUrlRationalSigmoidD1T240AtReq web_production: 532 URL feature computed at the request time from rapid clicks spy_log counters with decay of 1 day TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_SPYLOG_RAPID_CLICKS_BIGRT, TG_NN_OVER_FEATURES_USE
RcSpylogUrlRationalSigmoidD0_5T30AtReq web_production: 536 URL feature computed at the request time from rapid clicks spy_log counters with decay of 0.5 days TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_SPYLOG_RAPID_CLICKS_BIGRT, TG_NN_OVER_FEATURES_USE
RcSpylogUrlRationalSigmoidD3T120AtReq web_production: 570 URL feature computed at the request time from rapid clicks spy_log counters with decay of 3 days TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_SPYLOG_RAPID_CLICKS_BIGRT, TG_NN_OVER_FEATURES_USE
RcSpylogUrlRationalSigmoidD14T300AtReq web_production: 571 URL feature computed at the request time from rapid clicks spy_log counters with decay of 14 days TG_STATIC, TG_DOC, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_SPYLOG_RAPID_CLICKS_BIGRT, TG_NN_OVER_FEATURES_USE
RcSearchBaseUrlRationalSigmoidD1TM600AtReq web_production: 635 URL feature computed at the request time from rapid clicks search counters with decay of 1 day TG_STATIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_L2, TG_SEARCH_RAPID_CLICKS_BIGRT, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNUSED
RcSearchBaseUrlContrastD30Odd0_9_X_D30T1AtReq web_production: 638 URL feature computed at the request time from rapid clicks search counters with decay of 30 days TG_STATIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_L2, TG_SEARCH_RAPID_CLICKS_BIGRT, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNUSED
RcSearchBaseUrlRationalSigmoidD3T120AtReq web_production: 735 URL feature computed at the request time from rapid clicks search counters with decay of 3 days TG_STATIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_L2, TG_SEARCH_RAPID_CLICKS_BIGRT, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNUSED
RcSearchBaseUrlRationalSigmoidD1TM600Frozen web_production: 746 URL feature computed from rapid clicks search frozen counters with decay of 1 day TG_STATIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_L2, TG_SEARCH_RAPID_CLICKS_BIGRT, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNUSED
RcSearchBaseUrlContrastD30Odd0_9_X_D30T1Frozen web_production: 768 URL feature computed from rapid clicks search frozen counters with decay of 30 days TG_STATIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_L2, TG_DATA_FROM_BIGRT, TG_SEARCH_RAPID_CLICKS_BIGRT, TG_UNDOCUMENTED, TG_UNUSED
RcSearchBaseUrlRationalSigmoidD3T120Frozen web_production: 779 URL feature computed from rapid clicks search frozen counters with decay of 3 days TG_STATIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_L2, TG_SEARCH_RAPID_CLICKS_BIGRT, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNUSED
RcSpylogHostRationalSigmoidD3T0AtReq web_production: 800 Host feature computed at the request time from rapid clicks spy_log counters with decay of 3 days TG_STATIC, TG_HOST, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogHostRationalSigmoidD3DTM3600AtReq web_production: 801 Host feature computed at the request time from rapid clicks spy_log counters with decay of 3 days TG_STATIC, TG_HOST, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogHostRationalSigmoidD14T0AtReq web_production: 802 Host feature computed at the request time from rapid clicks spy_log counters with decay of 14 days TG_STATIC, TG_HOST, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogHostRationalSigmoidD14DTM3600AtReq web_production: 803 Host feature computed at the request time from rapid clicks spy_log counters with decay of 14 days TG_STATIC, TG_HOST, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogHostRationalSigmoidedCTRD3DT0TM3600AtReq web_production: 804 Host feature computed at the request time from rapid clicks spy_log counters with decay of 3 days TG_STATIC, TG_HOST, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogHostRationalSigmoidedCTRD14DT0TM3600AtReq web_production: 805 Host feature computed at the request time from rapid clicks spy_log counters with decay of 14 days TG_STATIC, TG_HOST, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogHostRationalSigmoidD3T0Frozen web_production: 806 Host feature computed from rapid clicks spy_log counters with decay of 3 days TG_STATIC, TG_HOST, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogHostRationalSigmoidD3DTM3600Frozen web_production: 807 Host feature computed from rapid clicks spy_log counters with decay of 3 days TG_STATIC, TG_HOST, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogHostRationalSigmoidD14T0Frozen web_production: 808 Host feature computed from rapid clicks spy_log counters with decay of 14 days TG_STATIC, TG_HOST, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogHostRationalSigmoidD14DTM3600Frozen web_production: 809 Host feature computed from rapid clicks spy_log counters with decay of 14 days TG_STATIC, TG_HOST, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogHostRationalSigmoidedCTRD3DT0TM3600Frozen web_production: 810 Host feature computed from rapid clicks spy_log counters with decay of 3 days TG_STATIC, TG_HOST, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
RcSpylogHostRationalSigmoidedCTRD14DT0TM3600Frozen web_production: 811 Host feature computed from rapid clicks spy_log counters with decay of 14 days TG_STATIC, TG_HOST, TG_USER, TG_BROWSER, TG_L2, TG_DATA_FROM_BIGRT, TG_UNDOCUMENTED, TG_UNIMPLEMENTED, TG_UNUSED
FadingEmbLogDwelltimeBigramsDoc01daysDwt120Less web_meta_pers: 0 Cosine similarity between document and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime less than 120sec) TG_STATIC, TG_DOC, TG_DOC_TEXT, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDoc01daysDwt120More web_meta_pers: 1 Cosine similarity between document and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime more than 120sec) TG_STATIC, TG_DOC, TG_DOC_TEXT, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDoc05daysDwt120Less web_meta_pers: 2 Cosine similarity between document and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.5days, dwelltime less than 120sec) TG_STATIC, TG_DOC, TG_DOC_TEXT, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDoc05daysDwt120More web_meta_pers: 3 Cosine similarity between document and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.5days, dwelltime more than 120sec) TG_STATIC, TG_DOC, TG_DOC_TEXT, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDoc3daysDwt120Less web_meta_pers: 4 Cosine similarity between document and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=3days, dwelltime less than 120sec) TG_STATIC, TG_DOC, TG_DOC_TEXT, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDoc3daysDwt120More web_meta_pers: 5 Cosine similarity between document and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=3days, dwelltime more than 120sec) TG_STATIC, TG_DOC, TG_DOC_TEXT, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDocXQuery01daysDwt120Less web_meta_pers: 10 Cosine similarity between query embedding and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime less than 120sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDocXQuery01daysDwt120More web_meta_pers: 11 Cosine similarity between query embedding and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime more than 120sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDocXQuery05daysDwt120Less web_meta_pers: 12 Cosine similarity between query embedding and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.5days, dwelltime less than 120sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDocXQuery05daysDwt120More web_meta_pers: 13 Cosine similarity between query embedding and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.5days, dwelltime more than 120sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDocXQuery3daysDwt120Less web_meta_pers: 14 Cosine similarity between query embedding and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=3days, dwelltime less than 120sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDocXQuery3daysDwt120More web_meta_pers: 15 Cosine similarity between query embedding and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=3days, dwelltime more than 120sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDeltaTimestamp01daysDwt120Less web_meta_pers: 37 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime less than 120sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsDeltaTimestamp01daysDwt120More web_meta_pers: 38 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime more than 120sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsDeltaTimestamp05daysDwt120Less web_meta_pers: 39 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.5days, dwelltime less than 120sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsDeltaTimestamp05daysDwt120More web_meta_pers: 40 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.5days, dwelltime more than 120sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsDeltaTimestamp3daysDwt120Less web_meta_pers: 41 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=3days, dwelltime less than 120sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsDeltaTimestamp3daysDwt120More web_meta_pers: 42 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=3days, dwelltime more than 120sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_DEPRECATED
LogDwelltimeUserAllClicksDwt0allXQueryEmbMaxScoreXWeight web_meta_pers: 44 DotProducts = (all click embeddings from user_history) * QueryEmb, Take top1 weighted DotProduct TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserAllClicksDwt0allXDocEmbMaxScoreXWeight web_meta_pers: 45 DotProducts = (all click embeddings from user_history) * DocEmb, Take top1 weighted DotProduct TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserAllClicksDwt60lessXDocEmbMaxScoreXWeight web_meta_pers: 46 DotProducts = (all click embeddings from user_history where dwelltime < 60) * DocEmb, Take top1 weighted DotProduct TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserAllClicksDwt60lessXDocEmbScoreThreshold50pCount web_meta_pers: 47 DotProducts = (all click embeddings from user_history where dwelltime < 60) * DocEmb, Take DotProducts > 0.50, f = count / count + 10 TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
LogDwelltimeUserAllClicksDwt60lessXDocEmbMinscore web_meta_pers: 48 DotProducts = (all click embeddings from user_history where dwelltime < 60) * DocEmb, min DotProducts TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserAllClicksDwt60moreXDocEmbAvgtop2ScoreXWeight web_meta_pers: 49 DotProducts = (all click embeddings from user_history where dwelltime >= 60) * DocEmb, Take average of top2 weighted DotProducts TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserAllClicksDwt60moreXDocEmbAvgtop4ScoreXWeight web_meta_pers: 50 DotProducts = (all click embeddings from user_history where dwelltime >= 60) * DocEmb, Take average of top4 weighted DotProducts TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserAllClicksDwt90moreXDocEmbAvgtop2ScoreXWeight web_meta_pers: 51 DotProducts = (all click embeddings from user_history where dwelltime >= 90) * DocEmb, Take average of top2 weighted DotProducts TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserAllClicksDwt90moreXDocEmbScoreThreshold40pCount web_meta_pers: 52 DotProducts = (all click embeddings from user_history where dwelltime >= 90) * DocEmb, Take DotProducts > 0.40, f = count / count + 10 TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
LogDwelltimeUserAllClicksDwt90moreXDocEmbMintop40pScore web_meta_pers: 53 DotProducts = (all click embeddings from user_history where dwelltime >= 90) * DocEmb, sort descending, f = DotProducts[0.4 * len(DotProducts)] TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserAllClicksDwt180moreXDocEmbAvgtop4ScoreXWeight web_meta_pers: 54 DotProducts = (all click embeddings from user_history where dwelltime >= 180) * DocEmb, Take average of top4 weighted DotProducts TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserAllClicksDwt210moreXDocEmbMintop10pScore web_meta_pers: 55 DotProducts = (all click embeddings from user_history where dwelltime >= 210) * DocEmb, sort descending, f = DotProducts[0.1 * len(DotProducts)] TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserAllClicksDwt450moreXDocEmbScoreThreshold100pRelcount web_meta_pers: 56 DotProducts = (all click embeddings from user_history where dwelltime >= 450) * DocEmb, Take DotProducts > 0.10, f = 2 * count / (count + len(DotProducts)) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt600moreXQueryEmbMintop20pScore web_meta_pers: 57 DotProducts = (longer 120s click embeddings from user_history where dwelltime >= 600) * QueryEmb, sort descending, f = DotProducts[0.2 * len(DotProducts)] TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt30moreXDocEmbMaxscore web_meta_pers: 58 DotProducts = (longer 120s click embeddings from user_history) * DocEmb, max DotProducts TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt180lessXDocEmbAvgtop30pScoreXWeight web_meta_pers: 59 DotProducts = (longer 120s click embeddings from user_history where dwelltime < 180) * DocEmb, Take average of top(0.30 * len(DotProducts)) weighted DotProducts TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt180lessXDocEmbMintop90pScore web_meta_pers: 60 DotProducts = (longer 120s click embeddings from user_history where dwelltime < 180) * DocEmb, sort descending, f = DotProducts[0.9 * len(DotProducts)] TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt180moreXDocEmbMaxScoreXWeight web_meta_pers: 61 DotProducts = (longer 120s click embeddings from user_history where dwelltime >= 180) * DocEmb, Take top1 weighted DotProduct TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt180moreXDocEmbAvgtop2ScoreXWeight web_meta_pers: 62 DotProducts = (longer 120s click embeddings from user_history where dwelltime >= 180) * DocEmb, Take average of top2 weighted DotProducts TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt360moreXDocEmbMaxScoreXWeight web_meta_pers: 63 DotProducts = (longer 120s click embeddings from user_history where dwelltime >= 360) * DocEmb, Take top1 weighted DotProduct TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt360moreXDocEmbAvgtop10pScoreXWeight web_meta_pers: 64 DotProducts = (longer 120s click embeddings from user_history where dwelltime >= 360) * DocEmb, Take average of top(0.10 * len(DotProducts)) weighted DotProducts TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt360moreXDocEmbAvgtop2ScoreXWeight web_meta_pers: 65 DotProducts = (longer 120s click embeddings from user_history where dwelltime >= 360) * DocEmb, Take average of top2 weighted DotProducts TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt360moreXDocEmbMintop20pScore web_meta_pers: 66 DotProducts = (longer 120s click embeddings from user_history where dwelltime >= 360) * DocEmb, sort descending, f = DotProducts[0.2 * len(DotProducts)] TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt600lessXDocEmbMaxScoreXWeight web_meta_pers: 67 DotProducts = (longer 120s click embeddings from user_history where dwelltime < 600) * DocEmb, Take top1 weighted DotProduct TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt600lessXDocEmbAvgtop2ScoreXWeight web_meta_pers: 68 DotProducts = (longer 120s click embeddings from user_history where dwelltime < 600) * DocEmb, Take average of top2 weighted DotProducts TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt600lessXDocEmbScoreThreshold50pCount web_meta_pers: 69 DotProducts = (longer 120s click embeddings from user_history where dwelltime < 600) * DocEmb, Take DotProducts > 0.50, f = count / count + 10 TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt600moreXDocEmbAvgtop2ScoreXWeight web_meta_pers: 70 DotProducts = (longer 120s click embeddings from user_history where dwelltime >= 600) * DocEmb, Take average of top2 weighted DotProducts TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt600moreXDocEmbScoreThreshold40pSaturatedweightsum web_meta_pers: 71 DotProducts = (longer 120s click embeddings from user_history where dwelltime >= 600) * DocEmb, Take DotProducts > 0.40, f = weightSum / (weightSum + 1) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt600moreXDocEmbScoreThreshold100pRelcount web_meta_pers: 72 DotProducts = (longer 120s click embeddings from user_history where dwelltime >= 600) * DocEmb, Take DotProducts > 0.10, f = 2 * count / (count + len(DotProducts)) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
LogDwelltimeUserLong120ClicksDwt600moreXDocEmbMaxscore web_meta_pers: 73 DotProducts = (longer 120s click embeddings from user_history where dwelltime >= 600) * DocEmb, max DotProducts TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDocXQueryDays01Dwt30Less web_meta_pers: 74 Cosine similarity between query embedding and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime less than 30sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDocXQueryDays01Dwt30More web_meta_pers: 75 Cosine similarity between query embedding and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime more than 30sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDocXQueryDays01Dwt300Less web_meta_pers: 76 Cosine similarity between query embedding and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime less than 300sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDocDays01Dwt30More web_meta_pers: 77 Cosine similarity between document and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime more than 30sec) TG_STATIC, TG_DOC, TG_DOC_TEXT, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDocDays01Dwt300More web_meta_pers: 78 Cosine similarity between document and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime more than 300sec) TG_STATIC, TG_DOC, TG_DOC_TEXT, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDocDays01Dwt600More web_meta_pers: 79 Cosine similarity between document and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime more than 600sec) TG_STATIC, TG_DOC, TG_DOC_TEXT, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDocDays12Dwt90More web_meta_pers: 80 Cosine similarity between document and fading embedding of documents from RTMR user_history (model=LogDwellTimeBigrams, fadingCoef=12days, dwelltime more than 90sec) TG_STATIC, TG_DOC, TG_DOC_TEXT, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT
FadingEmbLogDwelltimeBigramsDeltaTimestampDays01Dwt30More web_meta_pers: 81 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime more than 30sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsDeltaTimestampDays01Dwt90Less web_meta_pers: 82 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime less than 90sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsDeltaTimestampDays01Dwt300More web_meta_pers: 83 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime more than 300sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsDeltaTimestampDays02Dwt600Less web_meta_pers: 84 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.2days, dwelltime less than 600sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsDeltaTimestampDays03Dwt30More web_meta_pers: 85 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.3days, dwelltime more than 30sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsDeltaTimestampDays03Dwt600More web_meta_pers: 86 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.3days, dwelltime more than 600sec) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsDeltaTimestampDays300Dwt30Less web_meta_pers: 87 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=300days, dwelltime less than 120sec DWT30) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsQuery001days web_meta_pers: 114 Cosine similarity between query embedding and fading embedding of queries from RTMR user_history, (model=LogDwellTimeBigrams, fadingCoef=0.01days) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY
FadingEmbLogDwelltimeBigramsQuery002days web_meta_pers: 115 Cosine similarity between query embedding and fading embedding of queries from RTMR user_history, (model=LogDwellTimeBigrams, fadingCoef=0.02days) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY
FadingEmbLogDwelltimeBigramsQueryXDoc001days web_meta_pers: 116 Cosine similarity between doc embedding and fading embedding of queries from RTMR user_history, (model=LogDwellTimeBigrams, fadingCoef=0.01days) TG_STATIC, TG_DOC, TG_DOC_TEXT, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY
FadingEmbLogDwelltimeBigramsQueryDeltaTimestamp003days web_meta_pers: 117 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.03days) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsQueryDeltaTimestamp12days web_meta_pers: 118 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=1.2days) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsQueryDeltaTimestamp6days web_meta_pers: 119 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=6days) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY, TG_DEPRECATED
FadingEmbLogDwelltimeBigramsQueryDeltaTimestamp14days web_meta_pers: 120 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=14days) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY, TG_DEPRECATED
LogDtBigramsUserLast10QueriesMaxScoreXWeight web_meta_pers: 136 Take last 10 query embeddings, Calc dot product with query embedding, f = MAX(Score[i] * Weights[i]) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY
LogDtBigramsUserLast10QueriesXDocMaxScoreXWeight web_meta_pers: 137 Take last 10 query embeddings, Calc dot product with doc embedding, f = MAX(Score[i] * Weights[i]) TG_STATIC, TG_DOC, TG_DOC_TEXT, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY
LogDtBigramsUserLast20QueriesMaxScoreXWeight web_meta_pers: 138 Take last 20 query embeddings, Calc dot product with query embedding, f = MAX(Score[i] * Weights[i]) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY
LogDtBigramsUserLast20QueriesAvgtop3ScoreXWeight web_meta_pers: 139 Take last 20 query embeddings, Calc dot product with query embedding, Take top3, f = AVG(Score[i] * Weight[i]) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY
LogDtBigramsUserLast30QueriesMintop5pScore web_meta_pers: 140 Take last 30 query embeddings, Calc dot product with query embedding, Sort descending, f = DotProduct[0.05 * length(DotProducts)] TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY
LogDtBigramsUserLast40QueriesMaxScoreXWeight web_meta_pers: 141 Take last 40 query embeddings, Calc dot product with query embedding, f = MAX(Score[i] * Weights[i]) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY
LogDtBigramsUserLast50QueriesMaxscore web_meta_pers: 142 Take last 50 query embeddings, Calc dot product with query embedding, f = MAX(DotProducts) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY
LogDtBigramsUserLast50QueriesMintop2Score web_meta_pers: 143 Take last 50 query embeddings, Calc dot product with query embedding, sort descending, f = DotProducts[1] (in zero-numeration) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_NOT_01, TG_DATA_FROM_BIGRT, TG_USER_QUERY
FadingEmbLogDtBigramsNormalizedDeltaTimestamp01daysDwt120Less web_meta_pers: 144 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime less than 120sec), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
FadingEmbLogDtBigramsNormalizedDeltaTimestamp01daysDwt120More web_meta_pers: 145 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime more than 120sec), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
FadingEmbLogDtBigramsNormalizedDeltaTimestamp05daysDwt120Less web_meta_pers: 146 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.5days, dwelltime less than 120sec), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
FadingEmbLogDtBigramsNormalizedDeltaTimestamp05daysDwt120More web_meta_pers: 147 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.5days, dwelltime more than 120sec), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
FadingEmbLogDtBigramsNormalizedDeltaTimestamp3daysDwt120Less web_meta_pers: 148 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=3days, dwelltime less than 120sec), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
FadingEmbLogDtBigramsNormalizedDeltaTimestamp3daysDwt120More web_meta_pers: 149 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=3days, dwelltime more than 120sec), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
FadingEmbLogDtBigramsNormalizedDeltaTimestampDays01Dwt30More web_meta_pers: 150 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime more than 30sec), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
FadingEmbLogDtBigramsNormalizedDeltaTimestampDays01Dwt90Less web_meta_pers: 151 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime less than 90sec), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
FadingEmbLogDtBigramsNormalizedDeltaTimestampDays01Dwt300More web_meta_pers: 152 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.1days, dwelltime more than 300sec), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
FadingEmbLogDtBigramsNormalizedDeltaTimestampDays02Dwt600Less web_meta_pers: 153 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.2days, dwelltime less than 600sec), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
FadingEmbLogDtBigramsNormalizedDeltaTimestampDays03Dwt30More web_meta_pers: 154 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.3days, dwelltime more than 30sec), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
FadingEmbLogDtBigramsNormalizedDeltaTimestampDays03Dwt600More web_meta_pers: 155 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.3days, dwelltime more than 600sec), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
FadingEmbLogDtBigramsNormalizedDeltaTimestampDays300Dwt30Less web_meta_pers: 156 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=300days, dwelltime less than 120sec DWT30), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT
FadingEmbLogDtBigramsNormalizedQueryDeltaTimestamp003days web_meta_pers: 157 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=0.03days), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT, TG_USER_QUERY
FadingEmbLogDtBigramsNormalizedQueryDeltaTimestamp12days web_meta_pers: 158 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=1.2days), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT, TG_USER_QUERY
FadingEmbLogDtBigramsNormalizedQueryDeltaTimestamp6days web_meta_pers: 159 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=6days), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT, TG_USER_QUERY
FadingEmbLogDtBigramsNormalizedQueryDeltaTimestamp14days web_meta_pers: 160 fadingEmbedding.Norm * CalcFading(fadingEmbedding.FadingCoef, requestTimestamp - fadingEmbedding.LastUpdTimestamp), (model=LogDwellTimeBigrams, fadingCoef=14days), f = 1 - 2^(-0.2 * value) TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_NEURAL, TG_PERS, TG_DATA_FROM_BIGRT, TG_USER_QUERY
FeaturesPersonalModelPers web_rtmodels: 15 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 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 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 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