Tag: TG_USERFEAT_MULTI_PERIOD

(32 ranking factors)

Factors
QUBm15Weighted web_production: 761 Weighed BM15 for a request for an index document - a list of requests for which they switched to it. TG_DYNAMIC, TG_DOC, TG_USER, TG_USER_SEARCH, TG_BROWSER, TG_USER_EXT_DATA, TG_ANNOTATION_FILTER, TG_L2, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD
XfDtShowAllMaxFFieldSet2Bm15FLogK0001 web_production: 1025 Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: BM15 in the group of streams 2. The maximum value of the factor for extensions. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_URL_TEXT, TG_ANNOTATION_FILTER, TG_ANNOTATION_NOFILTER, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_USERFEAT_FIELDSET2, TG_FORMULA_2245_DEP_2, TG_DEPRECATED
XfDtShowAllMaxFFieldSet3BclmWeightedFLogW0K0001 web_production: 1026 Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: BCLMWEIGHTEDFLOGW0 in the Stream group 3. The maximum value of the expansion factor. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_ANNOTATION_NOFILTER, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_FORMULA_2245_DEP_2, TG_DEPRECATED
XfDtShowAllMaxFFieldSetUTBm15FLogW0 web_production: 1027 Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: BM15FLOGW0 for Urlu and Title. The maximum value of the expansion factor. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_URL_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_FORMULA_2245_DEP_2, TG_DEPRECATED
XfDtShowAllSumW2FSumWFieldSetUTBm15FLogW0 web_production: 1033 Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: BM15FLOGW0 for Urlu and Title. The average balanced values of the factor multiplied by weight (\ frac {\ sum w_i * (w_i * f_i)} {\ sum w_i}) for extensions. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_URL_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_FORMULA_2245_DEP_2, TG_DEPRECATED
XfDtShowBagOfWordsFieldSetBagOfWordsOriginalRequestFractionExact web_production: 1035 Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: ORIGINALREQUARY ORIGINALREKETRACTRENEXACT for a group of streams for bag factors (text, Title, annotation streams). TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_ANNOTATION_NOFILTER, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_FORMULA_2245_DEP_2, TG_DEPRECATED
XfDtShowTopMinWFFieldSet3BclmWeightedFLogW0K0001 web_production: 1040 Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: BCLMWEIGHTEDFLOGW0 in the Stream group 3. The minimum balanced value of the factor for the expansion top. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_ANNOTATION_NOFILTER, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_FORMULA_2245_DEP_2, TG_DEPRECATED
XfDtShowTopSumWFSumWFieldSet3BclmWeightedFLogW0K0001 web_production: 1046 Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: BCLMWEIGHTEDFLOGW0 in the Stream group 3. The average balanced values of the factor for the expansion top. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_ANNOTATION_NOFILTER, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_FORMULA_2245_DEP_2, TG_DEPRECATED
FieldSet1Bm15FLogK0001 web_production: 1097 Bm15FLogK0001 factor over hits from FieldSet1 stream TG_DYNAMIC, TG_DOC_TEXT, TG_DOC, TG_USER, TG_USER_SEARCH, TG_ANNOTATION_NOFILTER, TG_ANNOTATION_FILTER, TG_LINK_TEXT, TG_DEPRECATED, TG_TEXT_MACHINE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD
FieldSet2Bm15FLogK0001 web_production: 1098 Bm15FLogK0001 factor over hits from FieldSet2 stream TG_DYNAMIC, TG_DOC_TEXT, TG_DOC, TG_USER, TG_USER_SEARCH, TG_ANNOTATION_NOFILTER, TG_ANNOTATION_FILTER, TG_TEXT_MACHINE, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_USERFEAT_FIELDSET2
FieldSet3BclmWeightedFLogW0K0001 web_production: 1099 BclmWeightedFLogW0K0001 factor over hits from FieldSet3 stream TG_DYNAMIC, TG_DOC_TEXT, TG_DOC, TG_USER, TG_USER_SEARCH, TG_ANNOTATION_NOFILTER, TG_TEXT_MACHINE, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD
FieldSetUTBm15FLogW0K00001 web_production: 1100 Bm15FLogW0K00001 factor over hits from FieldSetUT stream TG_DYNAMIC, TG_DOC, TG_DOC_TEXT, TG_URL_TEXT, TG_TEXT_MACHINE, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD
RequestWithRegionNameFieldSet2Bm15FLogK0001 web_production: 1264 Linguistic boosting factor. Type of extensions: Requestwithregionname. Factor: BM15 in the group of streams 2. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_URL_TEXT, TG_ANNOTATION_FILTER, TG_ANNOTATION_NOFILTER, TG_LINGBOOST, TG_TEXT_MACHINE, TG_LOCALIZED_REGION, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_USERFEAT_FIELDSET2
RequestWithRegionNameFieldSet3BclmWeightedFLogW0K0001 web_production: 1265 Linguistic boosting factor. Type of extensions: Requestwithregionname. Factor: BCLMWEIGHTEDFLOGW0 in the Stream group 3. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_ANNOTATION_NOFILTER, TG_LINGBOOST, TG_TEXT_MACHINE, TG_LOCALIZED_REGION, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD
MetaPolyGen8AllWcmMaxMatch web_production: 1299 MetaPolyGen8 TG_DYNAMIC, TG_DOC, TG_ANNOTATION_NOFILTER, TG_LOCALIZED_COUNTRY, TG_USER, TG_USER_SEARCH, TG_USER_SEARCH_ONLY, TG_TEXT_MACHINE, TG_CALLISTO_UNIMPLEMENTED, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_USERFEAT_META_STREAM
QfufTopSumWFSumWFieldSet3BclmWeightedFLogW0K0001 web_production: 1390 Linguistic boosting factor. Type of extensions: QFUF. Factor: BCLMWEIGHTEDFLOGW0_K0.001 FIELDSET3. The average balanced values of the TOP-10 factor by extensions. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_ANNOTATION_NOFILTER, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD
QfufAllSumWFSumWFieldSet3BclmWeightedFLogW0K0001 web_production: 1396 Linguistic boosting factor. Type of extensions: QFUF. Factor: BCLMWEIGHTEDFLOGW0_K0.001 FIELDSET3. The average balanced values of the expansion factor. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_ANNOTATION_NOFILTER, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD
XfDtShowKnnAllMaxWFMetaPolyGen8BclmMixPlainKE5 web_production: 1420 Linguistic boosting factor. Type of extensions: XFDTSHOWKNN (closest to the DSSM models trained to predict XFDTSHOW of extension). Aggregation on all extensions. The greatest balanced value of the factor. A mixture of many streams, weight is calculated by a fixed Polita component from the scales on this annotation. The algorithm for aggregation of words weights is BCLMMIXPLAIN: a linear mixture of annotation BCLM weights and balanced Positionless weights of the word, then the former meters are aggregated through BM15. Normalization coefficient 10^(-5). TG_LOCALIZED_COUNTRY, TG_ANNOTATION_NOFILTER, TG_DOC, TG_KNN, TG_LINGBOOST, TG_TEXT_MACHINE, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_NEURAL, TG_CALLISTO_UNIMPLEMENTED, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_USERFEAT_META_STREAM, TG_DEPRECATED, TG_FORMULA_2245_DEP
XfDtShowKnnAllMaxWFFieldSet2Bm15FLogK0001 web_production: 1574 Linguistic boosting factor. Type of extensions: XFDTSHOWKNN. Factor: BM15FLOG in the group of streams 2. The maximum balanced value of the factor. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NEURAL, TG_KNN, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_USERFEAT_FIELDSET2, TG_DEPRECATED, TG_FORMULA_2245_DEP
XfDtShowKnnBagOfWordsFieldSetBagOfWordsOriginalRequestFraction web_production: 1575 Linguistic boosting factor. Type of extensions: XFDTSHOWKNN. Factor: ORIGINALREQUENTFRACTFRACTION OF THE FIELDSETBAGOFWORDS Stream. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NEURAL, TG_KNN, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_DEPRECATED, TG_FORMULA_2245_DEP
XfDtShowKnnTopMinFFieldSet3BclmWeightedFLogW0K0001 web_production: 1578 Linguistic boosting factor. Type of extensions: XFDTSHOWKNN. Factor: BCLMWEIGHTEDFLOGW0 in the Stream group 3. The minimum value of the factor for the expansion top. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NEURAL, TG_KNN, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_DEPRECATED, TG_FORMULA_2245_DEP
XfDtShowKnnAllSumW2FSumWFieldSet3BclmWeightedFLogW0K0001 web_production: 1579 Linguistic boosting factor. Type of extensions: XFDTSHOWKNN. Factor: BCLMWEIGHTEDFLOGW0 in the Stream group 3. The total balanced values of the factor multiplied by weight (\ frac {\ sum w_i * (w_i * f_i)} {\ sum w_i}) normalized for the total weight. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NEURAL, TG_KNN, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_DEPRECATED, TG_FORMULA_2245_DEP
XfDtShowKnnAllMaxWFFieldSet1Bm15FLogK0001 web_production: 1580 Linguistic boosting factor. Type of extensions: XFDTSHOWKNN. Factor: BM15FLOG in the Stream group 1. The maximum balanced value of the factor. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NEURAL, TG_KNN, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_DEPRECATED, TG_FORMULA_2245_DEP
XfDtShowKnnAllSumWFSumWFieldSet1Bm15FLogK0001 web_production: 1581 Linguistic boosting factor. Type of extensions: XFDTSHOWKNN. Factor: BM15FLOG in the Stream group 1. The total balanced value of the factor is normalized for the total weight. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NEURAL, TG_KNN, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_DEPRECATED, TG_FORMULA_2245_DEP
XfDtShowKnnTopSumW2FSumWFieldSet1Bm15FLogK0001 web_production: 1583 Linguistic boosting factor. Type of extensions: XFDTSHOWKNN. Factor: BM15FLOG for the Stream group 1. The total balanced values of the factor multiplied by weight (\ frac {\ sum w_i * (w_i * f_i)} {\ sum w_i}) for expansion top extensions, standardized for the total weight of the expansion top. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NEURAL, TG_KNN, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_DEPRECATED, TG_FORMULA_2245_DEP
XfDtShowKnnTopMinWFMaxWFieldSet1Bm15FLogK0001 web_production: 1584 Linguistic boosting factor. Type of extensions: XFDTSHOWKNN. Factor: BM15FLOG in the Stream group 1. The minimum balanced value of the factor for the expansion top extensions normalized for the maximum weight by the expansion top. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NEURAL, TG_KNN, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_DEPRECATED, TG_FORMULA_2245_DEP
XfDtShowKnnAllSumW2FSumWFieldSet1Bm15FLogK0001 web_production: 1586 Linguistic boosting factor. Type of extensions: XFDTSHOWKNN. Factor: BM15FLOG for the Stream group 1. The total balanced values of the factor multiplied by weight (\ frac {\ sum w_i * (w_i * f_i)} {\ sum w_i}) normalized for total weight. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NEURAL, TG_KNN, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_DEPRECATED, TG_FORMULA_2245_DEP
QueryToTextByXfDtShowKnnBagOfWordsFieldSetBagOfWordsOriginalRequestFraction web_production: 1622 Linguistic boosting factor. Type of extensions: Querytotextbyxfdtshowknn. Factor: ORIGINALREQUENTFRACTFRACTION OF THE FIELDSETBAGOFWORDS Stream. TG_DOC, TG_DYNAMIC, TG_USER, TG_USER_SEARCH, TG_DOC_TEXT, TG_LINGBOOST, TG_TEXT_MACHINE, TG_NEURAL, TG_KNN, TG_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_DEPRECATED, TG_FORMULA_2245_DEP
QfufFilteredByXfOneSeAllMaxFFieldSet2Bm15FLogK0001 web_production: 1847 Linguistic boosting factor. Type of extensions: QFUFFILTEDBYXFONSE (QFUF, filtered on the DSSM models Xfonese). Aggregation on all extensions. The greatest value of the factor. Into aircraft association of the URLs, Title, Body, 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_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_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_USERFEAT_FIELDSET2, TG_FORMULA_2245_DEP_2, TG_DEPRECATED
QfufFilteredByXfOneSeAllMaxFFieldSet3BclmWeightedFLogW0K0001 web_production: 1848 Linguistic boosting factor. Type of extensions: QFUFFILTEDBYXFONSE (QFUF, filtered on the DSSM models Xfonese). Aggregation on all extensions. The greatest value of the factor. Rebelled association of streams Title, Body, LongClick, LongClicksp, OneClick. The algorithm for aggregation of the scales of words: BCLMWEIGHTEDFLOGW0. Normalization coefficient 0.001. TG_ANNOTATION_NOFILTER, TG_DOC, 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_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_FORMULA_2245_DEP_2, TG_DEPRECATED
QfufFilteredByXfOneSeTopSumWFSumWFieldSet2Bm15FLogK0001 web_production: 1851 Linguistic boosting factor. Type of extensions: QFUFFILTEDBYXFONSE (QFUF, filtered on the DSSM models Xfonese). Aggregation by TOP-10 (by the value of the factor) extensions. A suspended sum of the Libra of factors. Normalized for the total weight of extensions. Into aircraft association of the URLs, Title, Body, 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_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_NN_OVER_FEATURES_USE, TG_USERFEAT, TG_USERFEAT_MULTI_PERIOD, TG_USERFEAT_FIELDSET2, TG_FORMULA_2245_DEP_2, TG_DEPRECATED
OriginalRequestWordsFilteredByDssmSSHardFieldSet1Bm15FLogK0001 web_production: 1853 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