Tag: TG_LINK_TEXT

Link relevance. The factor will be remarked.

(strict) there is all the words of the request in one link.

(Phrase) There are all the words of the request in a row in one line.

The transformed number of words of the request in all url linos.

The document LR> 20 The number of words of the words of the request in the Links> 16, the factor about LR.

For documents with a high LR, a normalized lincat relevance excluding proximity, for documents with a low LR 0

URL High LR.

The quality of incoming links (the classifier of the bream) is broken, cm [405]

Simple BM25 for links, the weights of the braces are not taken into account.

Simple BM25 in text and links at the same time.

All the words of the request are in the text + links.

The same as txtpair, but for links; Link weights are not taken into account.

The document has no LR.

Logarithm from LR, linearly displayed in [0.1].

The relative frequency of the words in the links (1 - the words of the request are often found in links, 0.3 - rarely); More precisely, the value of this factor is pessimized provided: TR = 0 && LR = 0 & (there is not a single link with all the words of the request) && (did not pass the quorum) && (at least one pair of words of the request is found in the text)

There are all the words of the request in the links

There are all the words of the request in one link

There is a link that has passed quorum

What is the share of “good” links

How many “bad” links (bad = DPR = 0)

Maximum DPR links

TFIDF ordinary TF*IDF by links. The frequency of the word in the links is multiplied by the reverse document frequency and summarized in all words, then it is normalized to the length of the document.

Linkovaya relevance by Gulina

Linkovaya relevance by Gulina

Linkovaya relevance by Gulina

There is an exact form of all words of the request in the text/lincers

There is a lemma of all the words of the request in the text/lincers

The number of links that exactly coincide with a request

The number of reverse dispersion times of the appearance of links with the words of the request

Link relevance, taking into account thematicity

Link relevance, taking into account thematicity

Link relevance, taking into account thematicity

Link relevance, taking into account the quality of each link

Link relevance, taking into account the quality of each link

Link relevance, taking into account the quality of each link

Link relevance, taking into account the quality of each link and thematicity of each link

Link relevance, taking into account the non -profitability of each link

Link relevance, taking into account the non -profitability of each link and thematic

Link relevance, taking into account the non -profitability of each link and quality of each link

Link relevance, taking into account the non -profitability of each link, the quality of each link and thematicity

The percentage of incoming links with the words of the request

The percentage of incoming links with all the words of the request

The percentage of the words of the request in the links (with an accuracy to a synonym)

There are all the words of the request in the links (with an accuracy to a synonym)

Lr by pairs of words of the request in the reverse order

Lr by pairs of words of the request through one word in texts

log (lr, narrowed to the country of the user)

log (leerflr, narrowed to the country of the user)

The number of links that coincide with the text of the request (other Remap)

Xlerflrlogrelev (normalized for the amount of LerF-wwees of all links, and not for the amount of their source scales)

Xnoncommlrlogrelev (normalized for the amount of noncomm all links, and not for the amount of their source scales)

Link relevance, taking into account the non -profitability of each link and thematic

Xnoncommelrfnormlrlogrelev (normalized for the amount of noncommlrf-wigles of all links, and not for the amount of their source scales)

Link relevance, taking into account the non -profitability of each link, the quality of each link and thematicity

The average age of links that brought something to LR linkage = min (log (average age of links)/7, 1), 3 years are adopted for 1

LR, taking into account the coincidence of the language and request

LR, taking into account the coincidence of the language of the link and request and accuracy

LR for catchard descriptions

LR to write off in Yandex.Catalog

The maskimal age of a significant accumulation of links that brought something to LR

Options for relevant factors taking into account the feet of words

Options for relevant factors taking into account the feet of words

Options for relevant factors taking into account the feet of words

Host Rank according to the most pronounced word of request (usually this is the name of the site)

Hostrank by separate words

Three levels of coincidence of the region of links and request

Link factor about the presence of a video on the page.

The same for lingonic relevance

Characterizes the frequency of words in links. The factor is large, if the word that played in a lincoat relevance is rare for links.

The weight of the words of the request that is in the Links

The weight of the words of the request that is in the text and links

Document Porn on the text of Leskok

Document Porn on the text of Leskok, other normalization

Analogs of the corresponding text factors for links. BM25 from the number of links in which a coincidence occurred.

Simple BM25 in the exact form in link texts

The presence of pairs in the links of the words, taking into account synonyms

The number of links passed the threshold

Simple BM25 by links taking into account synonyms

LR by links from Yandex.Market

Link relevance with pessimization for great age Link

The number of incoming links without Russian letters. Remembrance.

The maximum number of forms in all words of the request

Summer of the number of forms balanced by scales

Undested amount of the number of forms

Analogues of the factors of the same name, the weight of the word = 1

Analogues of the factors of the same name, the weight of the word = 1

Analogues of the factors of the same name, the weight of the word = 1

Considered LinkQuality for this page or not (did not think, if there are few links) corrected

Link relevance without taking into account rare words

Probabilistic model built on the texts of incoming links

He considers the sum of the following species: the sequence of words of the request more than two, met in one link; It is normalized to the number of links.

Binary factor, every word of the request is in the text or in the links

((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAformula/tekushhiekomponenty/opisanijafaktorov#queryreftrigrams Description))))))))))))))))))

((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAformula/tekushhiekomponenty/opisanijafaktorov#queryreftrigrams Description))))))))))))))))))

The order of words in exiles.

BM25FDPR with standardization on the average length of the document, depending on the language of the document. ((http://wiki.yandex-team.ru/bm25frework test results.))

The share of unique trigrams in the trigrams of links

Share of unique trigrams of links in trigrams header

BM25 in texts and links with special. Libra in the level of coincidence (shape, lemma, synonym)

The weight of the words of the request that is in the text in the exact form

The weight of the words of the request that is in the text with an accuracy to lemma

The weight of the words of the request that is in the text

Копия фактора ((http://wiki.yandex-team.ru/JandeksPoisk/KachestvoPoiska/ObshayaFormula/TekushhieKomponenty/Locm LOCM)) для((http://wiki.yandex-team.ru/JandeksPoisk/KachestvoPoiska/ObshayaFormula/TekushhieKomponenty /Synset sinsetas)).

A copy of the LinkBM25 factor for ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayafformula/tekushhiekomponenty/synset Sinsetov)).

The share of unique trigrams of a footer fragment in trigrams of links

The share of unique trigrams of links among a fragment of trigrams of a footer

Regionalized (only links from the country of request are taken) variant of the Xlerfgeolrlogrelev factor

Regionalized (only links from the country of request are taken) variant of the factor XNONCOMMLERFNORMLRLOGRELAV

Regionalized (only links from the country of request are taken) Variant of Locm factor

Regionalized (only links from the country of request are taken) variant of factor xlrrelev

Regionalized (only links from the country of request are taken) variant of factor Xlerflrrelev200

Dispersion of the number of words in the links.

BM with attenuation in the text of catalog links.

BCLM for Annotation index, doc text and links.

It is considered to be a linkend index. Max (SUM (IDF)) for all links that are the subset of Query / Sum (IDF) for Query

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: BM15FLOG by the Stream group 1. The average balanced values ​​of the factor multiplied by weight (\ frac {\ sum w_i * (w_i * f_i)} {\ sum w_i}) for extensions.

Bm15FLogK0001 factor over hits from FieldSet1 stream

BclmPlaneProximity1Bm15W0Size1K0001 factor over hits from RandomLogDBM35 stream

Bm15StrictAnnotationK001 factor over hits from RandomLogDBM35 stream

MixMatchWeightedValue factor over hits from RandomLogDBM35 stream

AnnotationMaxValueWeighted factor over hits from RandomLogDBM35 stream

AnnotationMatchWeightedValue factor over hits from RandomLogDBM35 stream

AllWcmWeightedValue factor over hits from RandomLogDBM35 stream

FullMatchValue factor over hits from RandomLogDBM35 stream

ExactQueryMatchAvgValue factor over hits from RandomLogDBM35 stream

Linguistic boosting factor. Type of extensions: Requestwithregionname. Factor: BM15 in the group of streams 1.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: perwordcmmaxMatchmin for incoming links. The maximum balanced value of the expansion factor.

Linguistic boosting factor. Type of extensions: QFUF. Factor: BM15FLOG_K0.001 according to Fieldset1. The average balanced values ​​of the factor with a quadratic weight in the top 10 in terms of factor value by extensions.

Linguistic boosting factor. Type of extensions: QFUF. Aggregation on all extensions. The greatest value of the factor. According to the stream from the lincum index of Linkannindicator. AnnotationmaxvalueWeighted algorithm - maximum weight (according to Mainweights Libra of Words) Operations coverage, weighed to the weight of the annotation

Linguistic boosting factor. Type of extensions: QFUF. Aggregation on all extensions. The greatest value of the factor. According to the stream from the lincum index of Linkannindicator. AnnotationmaxvalueWeighted algorithm - maximum weight (according to Mainweights Libra of Words) Operations coverage, weighed to the weight of the annotation

Linguistic boosting factor. Type of extensions: XFDTSHOW. Aggregation on all extensions. The greatest balanced value of the factor. It is normalized for the maximum weight of expansion. According to the stream from the lincum index of Linkannindicator. PerwordCmmaxMatchMin algorithm: The minimum according to CMMMAXMATCH weight.

Linguistic boosting factor. Type of extensions: Requestwithregionname. Factor: CMMATCHTOP5AVGMATCHVAVALU on Stream Floatmultiplicity Linkann index

Linguistic boosting factor. Factor: Perwordammaxvaluemin for stream Floatmultiplicity Linkann index

Linguistic boosting factor. Factor: Attenv1bm15K001 according to the stream Floatmultiplicity of the Linkann index

Linguistic boosting factor. Factor: BOCM11NORM256 according to the stream of the ISEXTERNAL Linkann index

Linguistic boosting factor. Type of extensions: Requestwithregionname. Factor: Annotationmaxvalue Stream Floatmultiplicity Linkann index

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.

Linguistic boosting factor. Type of extensions: XFONESEKNN (closest to the DSSM models trained to predict XFDTSHOW of extension). Aggregation on all extensions. The greatest balanced value of the factor. It is normalized for the maximum weight of expansion. 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.

The ratio of the number of words of the maximum general substitution of the text and the request for the words of the request.

The ratio of the number of words of the maximum general substitution of the text and the request for the words of the request with thesaurus extensions.

The largest share of the words of the request found in the leagues of the document.

The largest share of the words of the request found in the leagues of the document. Takes into account thesaurus extensions.

The largest share of the weight of the words of the request found in the leagues of the document.

The largest share of the weight of the words of the request found in the leagues of the document. Takes into account thesaurus extensions.

Link rank the best link.

The phrasal rank of the best link.

Link rank the best heading.

The phrasal rank of the best header.

Link rank the best description.

The phrasal rank of the best description.

Link rank the best link. Takes into account thesaurus extensions.

The phrasal rank of the best link. Takes into account thesaurus extensions.

Link rank the best heading. Takes into account thesaurus extensions.

The phrasal rank of the best header. Takes into account thesaurus extensions.

Link rank the best description. Takes into account thesaurus extensions.

The phrasal rank of the best description. Takes into account thesaurus extensions.

The number of links with hits. Takes into account thesaurus extensions.

The share of links with hits. Takes into account thesaurus extensions.

BM25 throughout the text, with standardization for the length of the document and the number of braces.

The maximum BOCM (compliance of the positions of words in the request and sentences of the document, proximity) in the text of the Links.

The best new DBM is only by numbers in lens.

The best new DBM only by numbers, no less than 12, in links.

The average value of the Besttitlelr factor is average.

The average value of the Besttitlephraseweight factor is average.

The average value of the Bestlrsyn factor is average.

The average value of the Linkswithhitsshare factor is average.

The average value of the BestlinkBocm factor is average.

Max metafactor on Production:LinkAnnLinkExternalBocm11Norm256(1520)

DFT_MAX metafactor on Production:LinkAnnLinkExternalBocm11Norm256(1520)