Tag: TG_SRC_WEB

The number of hops of Url inpans (such as less - closer to the muzzle, the lower the value (0 - the muzzle, 1 - from the muzzle cannot be reached, 0 <can get from the muzzle <1). Normal value for the root of the nosta 0.0039).

The average for users Active continuous time of the user is (in second) on the host pages after the transition on request from the search engine (the factor depends on the pair (request, Domattr)).

The share of incoming corrupt links. The algorithm for recognition of commercial links is implemented. The factor will be remarked to [0.1] if the share of such links is 50%, otherwise 0. ((http://wiki.yandex-team.ru/svetlanashorina/topseolinks selection of wound sites))))))

The percentage of the number of words, which are 200 the most frequent words of the language, from the number of all words of the text

Logarithm of the average geometric conditional probabilities of trigrams. The conditional probability of a trigram is its probability, divided by the probability of a bigram from the first two words

The sum of the number of forms balanced by the scales of words - the amount in all words of the request of the number_form_dly_lov/64*weight_lov; REMAP species x/(1 + x).

The proportion of pronoun nouns

The proportion of pronoun nouns

The share of words that can be both masculine nouns and nouns of the feminine, but not of the middle kind, among all nouns (examples: 'hummingbirds' are an example of an indefinite kind that can be determined in two ways, 'Alexander' is homonymy).

The size of the largest text segment (from the factor [18] puretext)

question

The number of slashes in Url

Calculates the heading of the heading of the document header with letter trigrams

The number of COO-Thrilling links between hosts

Returns the maximum degree of household objects in the request under the name Wmaxone. (See ((http://wiki.yandex-team.ru/alekseysokirko/queryobjects SOM-OV)))). ((http://wiki.yandex-team.ru/arsengadzhikurbanov/Wares#maxone more)))))))

Similar to Yabarurlavgtime

Variation of Temo ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayaformula/tekushhiekomponenty/DBM25 dBM25), cm.

((http://wiki.yandex-team.ru/jandekspoisk/antispam/polunavigacionnyezaprosy#faktornnostiparyurl-zapros classifier)) pairs of vitalnikov [query url], Url Vital for the request, if value is valuable for Ф> 0.

The result of the work of the lexical classifier of requests predicting the likelihood of click on the theme of 3561

The angle in the Depth Nodes space, counted only by words (min for all)

The share of the words of the document from the segments with Score> 2.

The number of chains in which Url was the last normalized for the total number of chains in which this URL was.

BCLM for Annotation index, doc text and links.

Normalized corrected clicks count by query with user's city(gc=) mentioned

User return on URL

User return on URL

CorrectedctrxFactor in the annotation index, factor Valuewcmavg

DoubleFRC in the annotation index, QueryMatchpredical factor

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: CosinemaxMatchprediction in text and Title. The maximum value of the expansion factor.

OneClickFRC, calculated by the sampled period and collaboratively expanded, SuffixMatchcount factor

среднее от MixMatchWeightedValue factor over hits from BQPRSample stream

среднее от FullMatchValue factor over hits from SamplePeriodDayFrc stream

Average from SampleperiodDayFrcMixMatchWeightedValue

Average Deviation DoubleFrcmatchtop5AVGMATCH

Average deviation from SampleperidDayFrcMixMatchWeightedValue

Middle from AvgdtWeightedbyrankmobilefullmatchvalue

Minimum from Qfufallavgw, which: Linguistic Boosting factor. The average weight of the QFUF type extensions.

Maximum from Qfufalltotalw, which: Linguistic Boosting factor. Type of extensions: QFUF. Transferred the total weight of the extensions.

Minimum from RandomlogqueryavGaddtime: ADDTIME average value for the year. It is calculated in offline.

At least from RandomlogqueryavgtXthirelsy: the average Txthirelsy value for the year. It is calculated in offline.

At least from Randomlogqueryavgtextlike: the average Textlike value for the year. It is calculated in offline.

Maximum from Randomlogqueryavghasnoallwordstersy: The average Hasnoallwordstersy value for the year. It is calculated in offline.

minimum of randomlogqueryavgisforum

minimum of randomlogQueryvgQuerydowneronlyclickrate

minimum of randomlogqueryavglongesttext

Average from RandomlogqueryavgdiferentinTernallinks

minimum of randomlogQueryvgQuerydowneronlyclickrate_reg

minimum of randomlogqueryavgbm25_0

minimum of randomlogQueryvgqueriesavgcm2

minimum of randomlogQueryavgregBrowseruserhub

maximum of randomlogQueryvgquieurlcorreCTRXTRXFACTOR

A minimum of randomlogQueryavgxfdshowallsumwfsumwbodyminwindowsize

Maximum from RandomlogQuryClicksweightedavgyabarururlavgtime: Malinated by clicks Yabarurlavgtime for the year. It is calculated in offline.

maximum of randomlogQueryclickSweigtedavgdifferentinternllinks

Average deviation from VPCGCORRECTEDCLICSSLPPERWORDCMAXPREXPRECTIONMIN

среднее от VpcgCorrectedClicksSLPMixMatchWeightedValue

Average deviation from VPCGCORRECTEDCLICSLPMATCHTOP5AVGPREDION

Maximum of QuerydopMediandwellTime

Average from QuerydoppmultIclicksshows

Maximum of QuerydoppmultipleClicksprobability

maximum of xfdshowalltotalw

Page Rank. The factor will be remarked.

Long document (the longer the document, the greater the value of the factor).

The complex Static Rank is assembled from static components according to a separate formula ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAfermula/tekushhiekomponenty/#oftnd1 *))).

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

The quality of the text. It is considered a rather complex formula

The size of the Host named after Raskovalov in the documents without taking into account the takes (each double is taken into account in the factor by an independent document)

The percentage of incoming links with the words of the request

The percentage of all the words of the request in the text (with an accuracy to the form)

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

the ratio of the number of clicks on this Urlu to all clicks on request

TR of the best passage - how high -quality snippet

Tr with discount for suggestions

The average for users is the number of active actions (clicks, clicks) with the continuous finding of the user (in second) on the pages of the host.

Varla's attendance according to I-Bara

The average for users time is the user on the page. It is read as the difference between neighboring transitions.

IDF for various parts of the document, broken, are not used

Geographical distribution of the request

Entropy - distribution of clicks

Entropy - distribution of shows

V- geovital - regional issuance is of fundamental importance

Show how much the text is unnatural from the point of view of the Russian language. Assessment of how much the text of the document can be considered as a generated synonymizer or automatic. ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAfermula/tekushhiekomponenty/antispam?v=1il#h58953-2 more))

nd/i

Does the request have a complete syntactic analysis

The proportion of bad steam among all found in the table: Z/(X+1), where Z is the number of bad couples in the text, and X is (http://wiki.yandex-team.ru/evgenijgrechnikov/testsynonimizers of 2000-navigable )) steam

The number of Latin letters in the text (not counting the markings) driven into [0.1] formula n/(n+100)

Previous factors - fixed

Previous factors - fixed

The percentage of the number of words inside the tag <a> .. </a> from the number of all words

The percentage of the number of words outside the tags (outside the brackets <>) from the number of all words

The number used in the text 500 of the most popular words of the language, divided by 500

Logarithm of the average geometric conditional probabilities of trigrams. The conditional probability of a trigram is its probability, divided by the probability of a bigram from the first two words

The sum of the number of forms balanced by the scales of words - the amount in all words of the request of the number_form_dly_lov/64*weight_lov; REMAP species x/(1 + x).

Summer of the number of forms balanced by scales

Request segments are parts of the request, which in themselves are frequency requests. The factor shows how much the segments are in the text. value 0 - all words are found only within the framework of the indicated segments, 1 - all the entries break segments

The share of particles

The proportion of pronoun nouns

The share of verbs

The share of words that can be both masculine nouns and nouns of the feminine, but not of the middle kind, among all nouns (examples: 'hummingbirds' are an example of an indefinite kind that can be determined in two ways, 'Alexander' is homonymy).

question

The factor about that, a good snippet can turn out.

Logarithm of the number of shingles on which this owner of the document is recognized as the author

The average weight of non-ugly shingles of this document

The number of slashes in Url

The factor is calculated from the text of Url using the classifier of sequences Quality/Seq/GSK

The size of the minimum piece of text, including all the words of the request found in the document. Not used now. ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAformula/tekushhiekomponenty/ymw Read more))

The measure of 'commercial' request. It is a comprehensively calculated Matrixnet factor formula for the procurement vocabulary in direct + for user queries + add. Intensive dictionaries. Requests with intensity to buy a factor seeks to -> 1 commodity requests -> 0.6 with intensity cannot buy, reviews, etc. -> 0 ((http://wiki.yandex-team.ru/Faktorydljanovogokatorazaprosov Factors of the Classifier))) (HTTP : //wiki.yandex-team.ru/jandekspoisk/antispam/antiseo/klassifikATORCHESSKIXZAPROSOV STUNITURE OF HIM))

Calculates the coating of the request with letter trigrams of the document header

Probabilistic model built on the texts of incoming links

The share of clicks for navigation requests

It launches on the basic search under the name ISGEO the maximum weight of the meters of the gelator in the request. A geo-object is understood as an object of the category GEO, Geo1, Geoaddr, Geoaddr1, Landmark, Landmark1 (see ((http://wiki.yandex-team.ru/alekseysokirko/queryobjects kaovsky allocation))))))))))))))))))))))))))))))). wiki.yandex-team.ru/arsengadzhikurbanov/wares Read more))

Modification of the BCLM2 factor, lightweight for use in tulle. The main difference is that BCLMLite does not use absolute displacements of words relative to the beginning of the document. Instead, the factor works with the usual positions of the type <number of the_prising, position_v_production>. At the same time, the proximity between the words is taken into account only inside the sentence. (Http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayaFormula/tekushichiekomponenty/bclmlite bclmlite)))))))))))))

CONTRY / K

w/k

The number of spaces in the AUX segment

The number of commas in the Content segment

Dispersion of IDF words,

Urlngramsmodel ranking factor in ERF

The amount of factors QueryDownerClicksFRC and BM25FDPRFIXED with scales 0.358449 and 0.184922, respectively. '565' in the name of the factor does not need to be perceived literally, it is Legashi or a typo.

The number of 'Nebukv 'in Url

The share of unique trigrams in the trigrams of links

The greasy of the page

The number of sessions in which Url was the last, classified as the sessions in which Url appeared

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

It launches on the basic search under the name ISTEXT the maximum weight of the TEXT or Text1 category of the category of the category met in the request. (See ((http://wiki.yandex-team.ru/alekseysokirko/queryobjects SOM-OV)))). ((http://wiki.yandex-team.ru/arsengadzhikurbanov/Wares#istext more)))

Returns the maximum degree of household objects in the request under the name Wminone. (See ((http://wiki.yandex-team.ru/alekseysokirko/queryobjects SOM-OV)))). ((http://wiki.yandex-team.ru/arsengadzhikurbanov/Wares#minone more)))))

'Fixed' clicks calculated using Requestaggregatelib. Regional version

((http://wiki.yandex-team.ru/jandekspoisk/antispam/polunavigacionnyezaprosy#faktornnostiparyurl-zapros classifier)) pairs of vitalnikov [query url], Url Vital for the request, if value is valuable for Ф> 0.

The result of the work of the lexical classifier of requests predicting the likelihood of click on the page 3973 page

Urlov shows in the issuance for requests, by which they went to look for other search engines

The proximity of the words of the request to the most difficult word.

The share of clicks on this Urlu among all clicks according to similar requests, the country version, see ((http://wiki.yandex-team.ru/development/poisk/Arcadia/indexregex indexregex))))))))

The angle in the Depth Nodes space, counted only by words (min for all)

The time of creating a document with an accuracy of 1.0 is the current month, 0- 10 years ago and older. Temporarily disconnected

The time for updating the document with an accuracy of 1.0 is the current month, 0- 10 years ago and older. Temporarily disconnected

The arithmetic mean position of dates in the document. Temporarily disconnected

The share of the words of the document from the segments with Score> 2.

FRC groups of frequency requests similar to a given, with averaging through the sum of clicks and shows, according to regional statistics

Weighed BM15 for a request for an index document - a list of requests for which they switched to it.

The likelihood of a racing from a host after click (on the logs of the bar).

The number of chains in which Url was the last normalized for the total number of chains in which this URL was.

The page indicator is like a hub (how many pages are the bar users pass from it).

FRC by transitions from requests that were set by the user several times

The average weight of the shows on the first page; Click weighs 1, non -click - according to the SBM_GAMMAS table. Regional version

User return on URL

A factor similar to RegexmaxclickPercentreg, but calculated by Preffix-Suffix Generalization.

The share of Urla in the total number of Urlov closed for the session on request (Synnorm).

The average share of clicks for this UrLU for this request among all clicks for this request (QNORM) during the day.

Request-murl factor. Value is the result of the collaborative filtration of data for the SampleperiodDayFRC factor

QI version of factor 879.

Correctedctrreg factor in the annotation index, QueryMatchpredical factor

SampleperiodDayFRC Factor in the annotation index, AnnotationMatchprediction factor

LongClick Factor in the annotation index, AnnotationMatchpredical factor

BQPR Factor in the annotation index, AnnotationMatchpredical factor

OneClick Factor in the annotation index, SynonyMatchpredical factor

OneClick factor in the annotation index, Fullmatchpredical factor

OneClick factor in the annotation index, factor BCLMWEIGHTEDK3

Prediction of a share of requests with geography on a bag of words built for request

CorrectedctrxFactor in the annotation index, QueryMatchpredical factor

CorrectedctrxFactor in the annotation index, factor Valuewcmmax

CorrectedctrxFactor in the annotation index, factor Valuewcmavg

Linguistic boosting factor. Type of extensions: Requestwithregionname. Factor: AnnotationMatchWeightedValue by stream LongClicksp.

DoubleFRC in the annotation index, Fullmatchpredical factor

DoubleFRC in the annotation index, AnnotationMatchpredical factor

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: The minimum expansion weight.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: BCLMWEIGHTEDFLOGW0 in the Stream group 3. The maximum value of the expansion factor.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: BM15FLOGW0 for Urlu and Title. The maximum value of the expansion factor.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: Fullmatchvalue by stream LongClicksp. The maximum balanced value of the expansion factor.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: Fullmatchvalue according to Stream OneClick. The maximum balanced value of the expansion factor.

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.

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.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: Minwindowsize in text. The average balanced values ​​of the expansion factor.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: ORIGINALREQUARY ORIGINALREKETRACTRENEXACT for a group of streams for bag factors (text, Title, annotation streams).

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: CosinematchWeightedValue bag by stream LongClicksp.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: SIMPLECLIC SIMPLECLICS bag.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: CosinemaxMattcg bag.

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.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: AnnotationMatchWeightedValue by stream LongClicksp. The minimum balanced value of the factor on the expansion top.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: AnnotationMatchWeightedValue by stream LongClicksp. The minimum balanced value of the factor for the expansion top extensions normalized for maximum weight by the Top Extensions.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: Fullmatchvalue by stream LongClicksp. The average balanced values ​​of the factor multiplied by weight (\ frac {\ sum w_i * (w_i * f_i)} {\ sum w_i}) according to the expansion top.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: Fullmatchvalue according to Stream OneClick. The average balanced values ​​of the factor multiplied by weight (\ frac {\ sum w_i * (w_i * f_i)} {\ sum w_i}) according to the expansion top.

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.

OneClickFRC, calculated by the sampled period and collaboratively expanded, Fullmatchpredical factor

OneClickFRC, calculated by the sampled period and collaboratively expanded, AnnotationMatchpredictionWeighted factor

OneClickFRC, calculated by the sampled period and collaboratively expanded, WCMCOVERAGEPREDION factor

The value of the classifier of localization for request

URL coating with trigrams from the request. Analogue of Urldomainfraction, Urlpathandparamsfraction factors.

DSSM model trained on clicks, target=OneClicks/Clicks. Takes bigrams into account.

The result of the work of the lexical classifier of requests predicting the likelihood of click on the theme of 3561

The time of adding a page, more - a more old document; The root is placed from time displayed at the interval [0.1] so that 3+ years gives 1.

Linguistic boosting factor. Type of extensions: QFUF. Factor: MixMatchweightedValue on Querydwelltime Stream. The average balanced values ​​of the expansion factor.

The average Dateraage value for the year for a year predicted using a neural network.

The Malue Network DwellTime-AMI predicted using the neural network is the value of Urldomainfraction for the year.

The average value of the XFDTSHOWALSUMWFSUMWBODYMINWINDOWSIZE for the year for the year.

Dssm Boosting AvgTop02Score aggregation for XfWeight model over 5-means centroids (query as expansion).

The main components of the requesting Embling from the DSSMCTRNOMINER model

Double logarithm of the probability of a request for a language model of the Erratum typo service

The main components of the requesting Embling from the DSSMCTRNOMINER model

The number of URL shows on request, normalization x/(100 + x).

Text relevance (maxfreq is the frequency of the most frequent word that makes sense of the length of the document).

Priority bonus, priority 7 - text priority. The binary factor, matters 0 for all monosyllabic requests, and the value of 1 for almost all two or more words, except for a very small number of answers for which there is not a single link that has passed quorum, and the text also did not pass the quorum.

TR divided by a cube of the number of words in a request and transformed by a standard REMAPTR.

The document has no TR.

The document passed Softand on the restrictions of the syntactic sorcerer. Only for documents with textual relevance. For monosyllabic requests, always 1.

Weight of maximum coincidence of forms in the text and request

The ratio of the amount of IDF words in a sentence+Title to all words.

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

CosineMatchMaxPrediction factor over hits from FirstLastClick stream (Mobile sessions filtered)

Linguistic boosting factor. Type of extensions: Querytotext. Factor: PairminProximity according to the contents of the document. The average values ​​of the expansion factor.

The number of shows of the request with more than one click in history. The request is normalized by doppelgangers