#1864 - 2019-05-22

Xf One Se Knn All Max W F Max W Field Set1 Bm15 F Log K0001

XfOneSeKnnAllMaxWFMaxWFieldSet1Bm15FLogK0001 FI_XF_ONE_SE_KNN_ALL_MAX_WF_MAX_W_FIELD_SET1_BM15FLOG_K0001
Linguistic Boosting Factor. Type of extensions: XfOneSeKnn (closest by dssm-model, trained to predict XfDtShow extensions). Aggregation over all extensions. Highest weighted factor value. Normalized to the maximum weight of the extension. Weighted aggregation of stream Url,Title,Body,Links,CorrectedCtr,LongClick,OneClick,BrowserPageRank,SplitDwellTime,SamplePeriodDayFrc,SimpleClick,YabarVisits,YabarTime. Word weights aggregation algorithm: Bm15FLog (Bm15 aggregation of word occurrence logarithms). The normalization coefficient is 0.001.

tags

  • annotation nofilter
  • doc
  • link text
  • doc text
  • knn
  • lingboost
  • annotation filter
  • dynamic
  • user
  • url text
  • user search
  • neural
  • text machine
  • undocumented
  • nn over features use
  • userfeat
  • userfeat 90d
  • deprecated
  • formula 2245 dep

Details

index 1864
cppName FI_XF_ONE_SE_KNN_ALL_MAX_WF_MAX_W_FIELD_SET1_BM15FLOG_K0001
name XfOneSeKnnAllMaxWFMaxWFieldSet1Bm15FLogK0001
ticket THES-361
description Фактор лингвистического бустинга. Тип расширений: XfOneSeKnn (ближайшие по dssm-модели, обучаемой предсказывать XfDtShow расширения). Агрегация по всем расширениям. Наибольшее взвешенное значение фактора. Нормировано на максимальный вес расширения. Взвешенное объединение стримов Url,Title,Body,Links,CorrectedCtr,LongClick,OneClick,BrowserPageRank,SplitDwellTime,SamplePeriodDayFrc,SimpleClick,YabarVisits,YabarTime. Алгоритм агрегации весов слов: Bm15FLog (Bm15 агрегация логарифмов встречаемости слов). Коэффициент нормализации 0.001.
tags TG_ANNOTATION_NOFILTER,TG_DOC,TG_LINK_TEXT,TG_DOC_TEXT,TG_KNN,TG_LINGBOOST,TG_ANNOTATION_FILTER,TG_DYNAMIC,TG_USER,TG_URL_TEXT,TG_USER_SEARCH,TG_NEURAL,TG_TEXT_MACHINE,TG_UNDOCUMENTED,TG_NN_OVER_FEATURES_USE,TG_USERFEAT,TG_USERFEAT_90D,TG_DEPRECATED,TG_FORMULA_2245_DEP
useArtifact [object Object]
implementationTime 2019-05-22
The ranking factor information on this page is based on the leaked source code repository of the Yandex Search Engine. For the purpose of this project, the source was transformed into JSON and descriptions were translated into English. The source is publicly available devidw/yandex-ranking-factors.
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