Tag: TG_DYNAMIC

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

Link relevance. The factor will be remarked.

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.

Stript priority for TR is a text priority - there are all the words of the request somewhere in the document (while they pass contextual restrictions on the request, for example, both words DB in one sentence).

PHRASE priority for TR is a text priority - there are all the words of the request in a row in the document.

(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 presence of an accurate phrase (request text) in the header (more precisely, in the first sentence of the document). Contextual restrictions and feet are taken into account exactly as in TRP2, i.e. Factor [8] Minors Factor [5]

There was a plot that passed the quorum in which all the word positions are designated as those who have the relevance of Best_relev (title or Meta Keywords).

Hitweigt is a variant of textual relevance, in which the weights of all hits are considered equal (i.e., they do not take into account the allowances for title and the proximity of words). In this case, the corresponding hits must be restricted by the syntactic sorcerer, i.e. We can assume that the TRHITW factor is 0 and only when Softandok is 0

The amount of IDF words of the request. The name does not reflect the essence: for example, for the request of 'Gadyach' this factor will be more than for the request of 'Moscow Peter Yekaterinburg Samara'.

Means the coincidence of the region of the user and the site at the level of countries. Binar factor: 1-rush, 0-no. It is based on ((http://wiki.yandex-team.ru/ Yandexposisk/ Classification of Sytraitniki/ Geographic/Sospolzanievpoysk Geoklassification of sites)))))))

Coincidence of thematic spectra of request and document. Request themes-the result of work ((http://wiki.yandex-team.ru/evgenijjkroxalev/subquery Rules of the sorcerer Subquerysearch)) The subject of the document is taken from Yandex-Catalog

The factor about the number of Refines. In the queries, there is a feature of user refines ('' word that is faced with a percentage sign '). According to the idea, this means something like 'it would be good if the word in the document was'. The only famous ((http://staff.yandex-team.ru/gulin Andrey Gulin)) the valuable use of this feature is a request [ %official %site name of the film]. This feature is unknown to users, because Not described in any documentation. It is planned that it will disappear from the tongue of requests, but in the sorcerer the words with the priority of User_refine will remain. The factor indicates how much the maximum user_refine was simultaneously found in the framework of a single hit in the quorum. It is believed that there are from 0 to 3 (if> 3, then it is believed that 3). This number is waved in the half interval [0.1)

The number for which some linseed factors are multiplied (namely, factors number 6, 7, 47, 66), if text relevant 0, and there are few links

In textual relevance, Lemma coincides.

DSSM model, trained for reformulations, in the document uses relevant to the request of the proposal

The value of the news detector calculated in the Hippo. Always 0 with a detector value less than the threshold.

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 value of the cosinematchmaxprediction factor for the Stryim ALICEMUSIC

The popularity of the request

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

The value of the factor annotationmaxvalueEWEEGTED for Stryim ALICEMUSIC

How often they click in this URL for this request - CTR blasting for the correction factor

Simple BM25 in text.

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.

Simple BM25 in pairs of words - we take all pairs of words of the request and consider the number of their entry into the text of the document. In the quality of the weight of the pair we use the sum of the scales of words. It does not work if there is a stop-word in the request

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

BM25 from the number of sentences in the document in which it occurs.

BM25 according to only in the heading.

BM25 according to only with High Rel-bots ('significant', with the allocation (<b> ITP)).

Min (number of words of request/10, 1.f)

1 / quantity_lov_v_

The document has no TR.

The document has no LR.

For this Urla, for this request, there is no information about clickness 1 - request or request -URLA in the click database, 0 - query URL in the clicks database

For this request, there is no information about the clickness of 1 - there is no request in the click database, 0 - the request is in the click database.

Logarithm from LR, linearly displayed in [0.1].

the presence of pairs of words in the exact form

the number of sentences in which there are many words in the exact form

the presence of words in the header in the exact form

BM25 in the exact form

Simple BM25 in the exact form.

the presence of pairs of words taking into account synonyms (> = txtpair)

the number of sentences in which there are many words taking into account synonyms

the presence of words in the header, taking into account synonyms

BM25 taking into account synonyms

Simple BM25 taking into account synonyms.

How often they click in the URLs of this Domainid for this request - Ctr Domainid blasting for the correction factor

For this Domainid, for this request there is no information about clickability 1 - request or request -owner is not in the clicks database, 0 - the request for clicks is in the database of clicks

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

The musicality of the request. The results of the sorcerer Anton Konygin.

The number of links that exactly coincide with a request

The commercial request for the dictionary of phrases from Direct: 0 - maximum commercial, 1 - minimal.

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

Means the coincidence of the region mentioned in the request and found sites at the level of areas. Binar factor: 1-rush, 0-no. It is based on ((http://wiki.yandex-team.ru/ Yandexposisk/ Classification of Sytraitniki/ Geographic/Sospolzanievpoysk Geoklassification of sites)))))))

The percentage of incoming links with the words of the request

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

Are there any words from Yweb/Pornofilter/Porno.query.

The document does not have all the words of the request (with an accuracy to a synonym)

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

The document has all the words of the request (with an accuracy to a synonym)

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)

The value of the commerce detector calculated in the Hippo.

Tr by pairs of words in the reverse order

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

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

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

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

The document has all the words of the request (with an accuracy to the form)

The degree of centralization of the points from which the request is set

Whether the request of blog vocabulary contains

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

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

Binar non -profit request: Querynoncommerciality> 0.965.

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

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

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

[Bug: A copy of factor 45] How often they click in this URL for this request - CTR blasting for a correction factor

What part (on average by the session) from the user Urlov’s user, this URL user, who has been completed to it, is this URL. It is considered to be user sessions.

How often do they click in this URL for this request - CTR blasting for the correction factor, by small regions from Relev_regions.web.txt

How often they click in the URLs of this Domainid for this request - Ctr Domainid to the correction factor, by small regions from Relev_regions.web.txt

The ratio of the number of clicks on this Urlu to all clicks on request, by small regions from Relev_regions.web.txt

The ratio of the number of clicks on this Domainid to all clicks on request, by small regions from Relev_regions.web.txt

Query URL Clicks Combo, in small regions from Relev_regions.web.txt

Query Download Clicks Combo, in small regions from Relev_regions.web.txt

LR for catchard descriptions

LR to write off in Yandex.Catalog

The length of the maximum coincidence of forms in the text and request

Weight of maximum coincidence of forms in the text and request

The length of the maximum coincidence in the lemma in the text and request

The weight of the maximum coincidence by lemma in the text and request

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

Options for relevant factors taking into account the feet of words

Options for relevant factors taking into account the feet of words

TR of the best passage - how high -quality snippet

Tr with discount for suggestions

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

Domattr clickness for the most expressed word. For example, for all requests in which there is a word Wikipedia click on Wikipedia warders.

Hostrank by separate words

Domain clickability by words

The value of the Factor AnnotationMatchweighhedValue for Stryim ALICEMUSIC

Weight of maximum coincidence of forms in the text and request

Weight of maximum coincidence of forms in the text and request

Transitions to the site from search engines by individual words, according to the bar

BCLMIXPLAINK000001 Factor value for Alicemusic

The largest total tuning of Urla and request, normalized by the length of Urla

All coincidences are only in the URL, there are no coincidences in the text

Three levels of coincidence of the geography of the user and page

Three levels of coincidence of the region of links and request

Geographical proximity

Is the request for navigation, on the clicking of the answers

The most characteristic word of the request corresponding to the site, according to the bar

The clickability of the host according to the first word of the request. Quite often, the first (last) word word is a clear indication of the site on which the information should be sought.

The value of the CMMATCHTCHTOP5AVGMATCH factor for the Stryim ALICEMUSIC

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 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)). In the inside of the Yandex. Bara/elements/browser counter

The average for users is the number of active actions (clicks, clicks) with the continuous finding of the user on the host pages after the transition on request from the search engine (the factor depends on the pair (request, Domattr)). . In the inside of the Yandex. Bara/elements/browser counter

The number of unique visitors from search engines for a specific request

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

The average for users Active continuous time of the user (in second) on the page after the transition on request from the search engine (the factor depends on the pair (request, URL)). In the inside of the Yandex. Bara/elements/browser counter

The average for users is the number of active actions (clicks, keystrokes) on the page after the transition on request from the search engine (the factor depends on the pair (request, URL))

PERWORDCMMAXMATCHMIN Factor value for Alicemusic Stryim

The value of the factor attenv1_bm15_k05 for the Stryim ALICEMUSIC

The value of the factor annotationmaxvalueEWEEGTED for Stryim ALICEMUSIC

Request is not in Russian

The size of the region of the request

The factor is inversely proportional to the size of the regional region

The geographical proximity of the user and the site

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

BM25 for the user region for localized queries, for the unflapped in Cuba, is a country. The texts of the queries sent for the regions can be viewed in Relev_regions.txt in the sorcerer

The same for lingonic relevance

Previous factor multiplied by Pornoquery

ComMlinksseohosts factor multiplied by Noncommercialquery

The request mentions the product category. Not used (depreded)

The request mentions a vendor. Not used (depreded)

Geographical distribution of the request

The request is set mainly at night

The request is set mainly in the morning

The request is given mainly in the afternoon

The request is set mainly in the evening

The severity of the querial tasks at different times of the day

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

Coincidence of thematic spectra of request and document. Request themes - the result of work ((http://wiki.yandex-team.ru/evgenijjkroxalev/subquery Rules of the sorcerer Subquerysearch)) The subject of the document is determined by the automatic classifier

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

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

Classifier of Porn Causions, another dictionary than Pornoquery

The value of the factor attenv1_bm15_k05 for the Stryim ALICEMUSIC

The geographical proximity of the country of the site and the country of request

Coating domain three -bouqu and request. (Chelyabinsk lottery - Chelloto. We translate a request to translite, find the three -book that are covered (Che, Hel, Lot, Olo), we look at what share of all three -bouquets are covered)

The same as the previous factor, but about the entire Url except the domain

The request is local-specific. The request is often reformulated with the obvious task of the region. ((https://ml.yandex-team.ru/archive/thread1433892/#Message1433892 more))

We consider text features, believing that the page title is attributed to each of its proposal, i.e. The distance between the word from Title and any other word 1 sentence. Len is the maximum attitude of words from the request of the text met in some sentence (with attributed Title) in relation to the length of the request. Example [Harms Circus Vertunov] for ((http://wiki.yandex-team.ru//h.yandex.net/?http%3A%2F%2FWWWWIKILIVRES.info%2FWIKI%2F%25D0%25A6%25D %25b8%25D1%2580%25D0%25D0%25A %25BC%25D1%2581%of this document))

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

The same as Jokerlen, in the exact forms

The same as Jokerweight, in the exact forms

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

Request about the video

LR by links from Yandex.Market

The request is fully covered by two exact groups consisting of an exact Match of the words of a contract in a row ((http://wiki.yandex-team.ru/poiskovajaplatform/tr/coveragebygroups about coating in groups))

There is a group consisting of an Exact Match of the words of the request that covers the request (possibly with a pass, addition or replacement of a word)

The share of the request, covered by the longest group consisting of any hits (including word forms and synonyms). Possibly with a pass, addition or replacement of a word

Characterizes the proximity of temporary profiles of request and documents on business days

Characterizes the proximity of temporary profiles of the request and documents on weekends

Requestful factors - the result of work ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayaformula/tekushhiekomponenty/georegionality classifier of geolocalization of the request)))))))))))))

R- Georelevan - regional results in the issuance could be useful, but nothing more

V- geovital - regional issuance is of fundamental importance

ALLWCMMAXMatch factor

The value of the cosinematchmaxprediction factor for the Stryim ALICEMUSIC

CONTRY / K

w/k

o/i

Selected formula

r_s4b/(r_k + 10)

Does the request have a complete syntactic analysis

The document has textual relevance

BM25, where the selected segments of the request act as 'words'

'Weight' of the segments of the request in the text

factor cunningly combined from FRC and Pseudo-CTR

factor cunningly combined from FRC and Pseudo-CTR

Link relevance with pessimization for great age Link

The analogue of the QueryDownerClickSpCTR factor differs from it in that the requests are normalized by doppelgage (details of such normalization -((http://staff.yandex-team.ru/finder Andrei Plakhov)), code/yandex/doppelganges)

The analogue of the QueryDownerClickspCTR factor differs from it in that the requests are normalized according to doppelgage (details of such normalization -((http://staff.yandex-team.ru/finder Andrei Plakhov)), code/yandex/Doppelganges). Localized to Relev_regions.web.txt

The analogue of the QueryurlClickSpCTR factor differs from it in that the requests are normalized by doppelgagers (details of such normalization - ((http://staff.yandex-team.ru/finder Andrei Plakhov)), code - Yandex/Doppelganges)

The analogue of the QueryurlClickSpCTR factor differs from it in that the requests are normalized by doppelgage (details of such normalization - ((http://staff.yandex-team.ru/finder Andrei Plakhov)), code - Yandex/Doppelganges). Localized to Relev_regions.web.txt

BM25 on URL'U

Matrixnet is applied to all factors - formula (tg_unized - to prevent the entrance to any formulas)

The maximum number of forms in all words of the request is max in all words of the request request_form_dl_lov/64

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 unwarmed amount of the number of forms is the amount in all words of the request of the number_form_dl_lov/64/number_lov_

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

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

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 value of the CMMATCHTCHTOP5AVGMATCH factor for the Stryim ALICEMUSIC

The request is the name of the organization (example: Gazprom, Gazprom) ((http://wiki.yandex-team.ru/arsengadzhikurbanov/warees Description))

The value of the CMMATCHTCHTOP5AVGMATCHVALUE factor for Stryim ALICEMUSIC

Link relevance without taking into account rare words

Requestful factors - the result of the work ((http://wiki.yandex-team.ru/poiskovajaplatforma/lingvistika/zaprosnyjefefactory/localizovannyjezaprosya classifier of the request of the request)) - a new version of factors [328] - [328] - [328]: u - u - u - u - u - u - uceleless sites the request is meaningless;

Запросные факторы - результат работы ((http://wiki.yandex-team.ru/PoiskovajaPlatforma/Lingvistika/ZaprosnyjeFactory/LocalizovannyjeZaprosy классификатора геолокализованности запроса)) - новая версия факторов [328]-[330]: R - георелевантные - региональные результаты в issuing could be useful, but nothing more;

Requestful factors - the result of work ((http://wiki.yandex-team.ru/poiskovajaplatforma/lingvistika/zaprosnyjefefactory/localizovannyjezaprosya classifier of the request of the request)) - a new version of factors [328]: Vegetable fundamental importance.

The value of the PERWORDCMMAXPREDITICIONMIN factor for the Stryim ALICEMUSIC

= 1 - v. Download formula. Class requests: download/watch online/play/photo/listen

The result of the classifier of the request - in the request there are words from the corresponding dictionary. brand

Medication Dictionary

question

Specific request for Moscow

organization

porn

trips

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

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

DSSM model with early binding, trained on reforming and learned by ASR hypotheses of musical requests for Alice

A model trained on a PRS-Law PRS to predict BERT, trained on sinsig_ce with threshold value 0.5, using a chain of regions to the country

DSSM model with early binding, trained on reforming and learned on musical requests for Alice

The value of the pirate detector calculated in the hippo.

The host of the document is recognized in the request

URL consists only of the host, which is recognized in the request

URL is the plot of Yandex News

Cunning BM25 in a sliding window. The size of the window is set in sentences. 'Jokers' are used for headlines and the beginning of the document. Morphological proximity and structure of the text are taken into account. The weight of the window fades with the removal from the beginning of the document.

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

Simple BM25 in pairs of words - we take all pairs of words of the request and consider the number of their entry into the text of the document. Weight = 1. It does not work if there is a stop-word in the request

The language of the document corresponds to the language language

The popularity of the request within the country

The degree of centralization of the points from which the request is set (inside the country)

Geographical distribution of the request within the country

The hour at which this request is given the most

The degree of severity of the querial tasks at different times of the day (inside the country)

The country of the document (domain) and the country of the user coincide ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayaFormula/tekushhiekomponijafaktorov#national

Country classifier of localization - how much the request implies the context of the country

BM25 with different parameters for different fields, including an incoming anchortekst. The weight of the text of the links included on the page is normalized depending on Delta Page Rank links

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))

Buettcher, Clarke and Lushman factor (modified) ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAformula/tekushichiekomponenty/bclm 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))

Unigramal language model. Language is modeling according to the document, smoothed out by the general linguistic model. When building a model, the document uses information on which field of the document met the word request (Title, Head or Plain Text)

The coincidence of geography, determined from the Url of the document and the city of the request (IP or LR)

The coincidence of geography, determined from the Url of the Document and the Request region (IP or LR)

The coincidence of geography, determined from the Url of the document and the country of request (IP or LR). Actual for Russia and Ukraine.

The coincidence of geography, determined from Ural Documents and the City in the request (GEOCITY rule)

The value of the chopped commerce detector, calculated in the hippo.

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

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

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 sentence; It is normalized for the length of the document.

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.

The result has a geography of the user at the city level ([415] == 1 && [215] == 0)

Request geovitality for results from the user region

Request geovitality for the results is not from the user region

Coincidence of the thematic spectrum (according to DMOZ) request and document. The theme of the request is determined ((http://wiki.yandex-team.ru/jandekspoisk/zarubezhnyjjinternet/dmozqueryClassifier1 The rule of the sorcerer Dmoztheme))

Coincidence of the thematic spectrum (according to DMOZ) request and document. The theme of the request is determined by the best result ((http://wiki.yandex-team.ru/jandekspoisk/zarubezhnyjjinternet/dmozqueryClassifier1 Rules for the sorcerer DmozTheme)) The subject of the document is determined by the automatic classifier

Evaluates the minimum distance between the pairs of words of the request, taking into account the remoteness of the pair from the beginning of the document (Minimal Pair Size with Attenuation). Steles are understood to mean all consistent bigrams of the words of the request. Thus, the number of vapor is equal to the number of words in a request reduced by 1. Accordingly, the factor makes sense for requests consisting of more than one word. (Http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayaformula/ Tekushhiekomponenty/MPSA MPSA))

It differs from BCLM in that the weights of all words are considered the same. ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAformula/tekushhiekomponenty/bclm2 BCLM2))))))))))))

Text relevant based on the language model, taking into account the absolute position. We go along the text with a window of 20 words, build a language model on each window (that is, the distribution of probabilities in the words of the Russian language) and calculate the probability of generating a request. For removal from the beginning of the document, we finish the model.

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))

It launches for the basic search under the name ISMUSIC the maximum weight of the Music or Music1 category of the category of the Category in the request. (See ((http://wiki.yandex-team.ru/alekseysokirko/queryobjects SOM-OV)))). ((http://wiki.yandex-team.ru/arsengadzhikurbanov/warees 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)))))))))))))

When responding to a request, the results are important in close proximity ([pharmacies], [children's clinic])

When answering a request, the results within the city are important (the bulk of localized queries)

When responding to a request, the results from the region of the user ([airport], [dairy]) are important

Fixed YMWFull. It differs from the previous version only by behavior on 2 -word queries. ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAformula/tekushhiekomponenty/ymw Read more))

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

'Country praets' (AUXQC)

'Country praets' (AUXQC)

BM25, in which the weight of the word is machine -like

The factor evaluates as the words of the request is grouped with each other in the text of the document without taking into account their order. ((http://wiki.yandex-team.ru/sergejjkrylov/queryWordCohesionTR Description))

CONTRY / K

w/k

o/i

Selected formula

r_s4b/(r_k + 10)

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

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

Dispersion of IDF words,

The language of the document corresponds to the country's request

The order of words in exiles.

The share of the segments of the request present in the text

The language of the document is one of the permissible for Turkey (Turkish, English, German, French, Arabic, Azerbaijani) or the document has zero length. In the search stage is calculated only for Isrealgeolocal requests.

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

The number of clicks on the owner and the number of clicks on request more than 5

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 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 amount of factors 192 and 341 with scales 0.298942 and 0.454625, respectively.

The factor evaluates the differences in the positions of words in the heading from the posterity in the request

There is a typo in the request

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

A pool of logs is marked with BERT trained on Sinsig. DSSM model is trained on this pool using BaseregionChain

The value of the health detector calculated in the Hippo.

The URL document corresponds to the user (http://wiki.yandex-team.ru/jandekspoisk/kacheStvopoiska/geo/regnavquerispoisk/KacheStvopoiska/GEO/RENAVAVQURIES)

URL document corresponds to the city of the user

Regional and navigation request - in the user region there are one or more navigation results on it

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

It launches on the basic search under the name ISHUM the maximum weight of the enclosed object of the Hum or Hum1 category in the request. (See ((http://wiki.yandex-team.ru/alekseysokirko/queryobjects SOM-OV)))). ((http://wiki.yandex-team.ru/arsengadzhikurbanov/Wares#ishum more)))))

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)))

It launches on the basic search under the name Ispicture the maximum weight of the Picture or Picture1 category of the category of the category of the category in the request. (See ((http://wiki.yandex-team.ru/alekseysokirko/queryobjects SOM-OV)))). ((http://wiki.yandex-team.ru/arsengadzhikurbanov/Wares#ispicture))))))))))))))))))

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)))))))

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)))))

BM25 on the request for Domattr index

BM25 on the request for Domattr index

BM25 on the request for Domattr index

BCLM for the Domattr Index

BCLM on the request of the owners index

Maximum amount weight of the words of the request in the window of 50 words

The share of clicks on this Urlu among all clicks on similar requests

Corrected CTR of this Urla for all similar requests

Clicking domain on biograms (excluding thesaurus extensions of requests)

Transitions to the site from search engines by biograms, according to the bar (excluding thesaurus extensions of requests)

The clickableness of the host according to the latest request (excluding thesaurus extensions of requests)

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 most likely theme of the request determined ((http://wiki.yandex-team.ru/jandekspoisk/zarubezhnyjjinternet/dmozqueryClassifier1 The rule of the sorcerer DmozTheme)), only the most popular topics are taken into account (but there are more than in the DMOZQUREMES factor). The factor contains the likelihood of a correspondence of the request of the theme, but for each topic, its own interval is taken on the segment [0..1]

The theme of the request determined ((http://wiki.yandex-team.ru/jandekspoisk/zarubezhnyjjinternet/dmozqueryClassifier1 The rule of the sorcerer Dmoztheme)), only a few of the most popular topics are taken into account.

0 or 1, depending on the presence in the request of the clearly expressed intent Need_photo from the variety

0 or 1, depending on the presence in the request of the clearly expressed intent Need_map from the variety

The factor is an analogue of LongQuery (the sum of the IDF words of the request), but with the 'correct' accounting of synonyms. Specifically, a minimum of IDF (i.e. the most frequent) of synonyms and words is selected.

Url contains a token that coincides with the short name of the user country. The factor is considered only on the EU stream.

Expected number of found on request

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

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

Variation on the topic BM25

Variation on the topic BM25

Variation on the topic BM25

'Fixed' clicks counted using REQUESTAGGRETELIB

'Fixed' clicks calculated using Requestaggregatelib. Regional version

DBM separately by numbers

DBM separately by geo-objects of request

DBM separately on the noun

The average length of the logical session in which there was a request

BCLM (Weighted) by Hopes texts.

Evals the correspondence of the positions of words in the sentences of the document to the positions of words in the request.

The document contains a name from the request.

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

((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> 0.5

0 or 1 - whether the request is matured by the tickt

0 or 1 - whether the request is matured by the tickt

0 or 1 - whether the request is matured by the tickt

The prediction of the share of “good” (at least two different cities and frequency> = 10) references to the request with geography in Turkey

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

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

Rank 'navigation'

Regional attendance from search engines for a specific request

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)))))))))

Corrected CTR of this Urla for all similar requests, country version, see (http://wiki.yandex-team.ru/development/poisk/Arcadia/indexregex Indexregex))))))

The average number of found on request

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

Dispersion of the number of words in the links.

BM with attenuation in the text of catalog links.

The average position of Urla for a normalized request

The average position of Domattr for a normalized request

Shows that a request in Ukrainian

The number of requests in the group of frequency requests similar to a given

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

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

The relative popularity of the Word -Host pair, where Word is the word from the Title article on Wikipedia, and the Host is the host that is referred to in this article.

The relative clickability of the three Countryid-Word-Host according to the search in Yandex.

The relative clickability of the three Countryid-Word-Host according to the data from popular search engines on the bar and Similargroup.

The share of clicks on this Urlu among all clicks on similar requests, counted according to Popular Search Engine

The average according to the request is the probability of download the file from the host after click.

CTR according to click data, the request is normalized according to Sinsets

Regional CTR according to click data, the request is normalized according to Sinsets

The result of the work of Adult Rules for the Sorcerer.

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

TEXTBM25 is considered in the title by the text of the name of the user region - similar to the factor 268.

BCLM for Annotation index, doc text and links.

FRC Popular Search System for Browser Logs

The number of transitions on the request for URL, found in the Hopes chain, normalized to the general garlic of the transitions on request.

The probability of Urla to be the last upon request in the chain of Hopes.

Factor Gorelevregions of the 1th Attichut and Geoa

Factor GorelevregionRegionRegion Natthew GEOA

Factor Geogeetryproxim ▪ Attributu GEOA

Factor Gorelevaliencity n Att. Att. Attibtu Geoa

Factor Geovqueryinusercidence n Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Att. Attfruut and Geoa

Geovquery Geovqueryinieniencity n Att. Att. Attib

GeorelevregionCity Factor on Adresa attribute

What part (on average in the session) from the clinked in this query Urlov is this URL. It is considered to be user sessions.

BCLM (Plane) in texts from hopes.

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

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

Half -Summaria assessment of the position of Url with a median position for all similar queries on bisters

Finetuned reformulations DSSM to commercial clicked bargain odd-like target from visit log

The value of the conversion of the request calculated in the Hippo.

URL is Shopinshopcpa.

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

Normalized corrected clicks maximum ratio by query with not user's city(gc=) mentioned

The value of PURCHASETOTALPredict, calculated in the Hippo.

The value of serpsummarysurpluspredict, calculated in the hippo.

Requestwith120d3ClickpartPredict value, calculated in the Hippo.

The value of the requester detector of the parasites calculated in the hippo.

The value of Halfecompredict, calculated in the Hippo.

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

A factor similar to REGEXMAXCLICKPERCENTYABARREG, but calculated according to PREFFIX-SUFFIX Generalization.

Request and documentary navigation model.

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

The value of Matrixnet is a slow ranking model.

The value of Matrixnet with a quick ranking model.

The value of the Matrixnet filter model.

The factor on the text of the request and heading (Title) of the document, assessment of the compliance of numerical ranges in words-markers

The value of Polynom is a slow ranking model.

The value of Polynom is a quick ranking model.

The value of the Polynom filter ranking model.

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 (Synnorm) during the day.

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

QI version of factor 861. MaxValue over the set of popular similar queries.

QI version of factor 798. MaxValue over the set of popular similar queries.

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

The value of Matrixnet with a fast filter model.

The value of Polynom with a quick filter ranking model.

QI version of factor 879.

Meet Matrixnet Meaning.

Meeting Polynom.

Correctedctrreg factor in the annotation index, AnnotationMatchprediction factor

Correctedctrreg factor in the annotation index, QueryMatchpredical factor

Correctedctrreg factor in the annotation index, factor Valuewcmavg

Correctedctrreg factor in the annotation index, factor BM15V4K5

DSSM CLOSE DISCOUNT according to data specific for Alice

The factor for telephone attributes Tel_Full from the original request text of the document. Algorithm for aggregation of the scales of words BOCM15. Normalization coefficient 0.01.

SampleperiodDayFRC Factor in the annotation index, QueryMatchpredical factor

SampleperiodDayFRC Factor in the annotation index, AnnotationMatchprediction factor

OneClick factor in the annotation index, QueryMatchpredical factor

OneClick factor in the annotation index, AnnotationMatchpredical factor

OneClick factor in the annotation index, factor BM15AK4

OneClick Factor in the annotation index, Bocmweightedw1k3 factor

LongClick factor in the annotation index, Querymatchpredical factor

LongClick Factor in the annotation index, AnnotationMatchpredical factor

Longclick factor in the annotation index, factor BM15AK4

LongClick factor in the annotation index, Bocmweightedw1k3 factor

SPLITDWELLTIME Factor in the annotation index, QueryMatchpredical factor

SPLITDWELLTIME Factor in the annotation index, AnnotationMatchpredical factor

BQPR factor in the annotation index, QueryMatchpredical factor

BQPR Factor in the annotation index, AnnotationMatchpredical factor

Yabarvisits Factor in the annotation index, QueryMatchpredical factor

Yabarvisits Factor in the annotation index, AnnotationMatchprediction factor

Yabartime factor in the annotation index, QueryMatchpredical factor

Yabartime Factor in the annotation index, AnnotationMatchpredical factor

SimpleClick factor in the annotation index, QueryMatchpredical factor

SimpleClick factor in the annotation index, AnnotationMatchprediction factor

LongClick factor in the annotation index, BOCMPLain factor

The result of collaborative filtration for the FI_DBM35 factor from Random Log in the annotation index, Fullmatchpredical factor

The result of collaborative filtration for the FI_DBM35 factor from Random LOG 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 Valuewcmavg

OneClick Factor in the annotation index, Bocmweightedmaxk1 factor

OneClick factor in the annotation index, factor BM15StRictk2

OneClick factor in the annotation index, factor BM15MAXK3

OneClick factor in the annotation index, factor BCLMPLainW1k3

OneClick factor in the annotation index, factor Valuewcmmax

OneClick factor in the annotation index, factor ValuewcMPREDION

OneClick factor in the annotation index, factor BCLMWEIGHTEDK3

BQPR Factor in the annotation index, Bocmweightedw1k3 factor

BQPR factor in the annotation index, factor BM15StRictk2

SPLITDWELLTIME Factor in the annotation index, factor Bocmweightedmaxk1

SPLITDWELLTIME Factor in the annotation index, Fullmatchpredical factor

SPLITDWELLTIME Factor in the annotation index, factor Valuewcmavg

Correctedctrreg factor in the annotation index, factor BM15StricTK2

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

The request is a Urle with an accuracy of the points and testing characters - the ISURL sorcerer's rule is used

The result of collaborative filtration for the FI_DBM35 factor from Random LOG in the annotation index, the factor Valuewcmmmax

The result of collaborative filtration for the FI_DBM35 factor from Random Log in the annotation index, factor Valuewcmavg

The result of collaborative filtration for the FI_DBM35 factor from Random LOG in the annotation index, factor BM15StricTK2

The result of collaborative filtration for the FI_DBM35 factor from Random log in the annotation index, the BCLMPLainW1K3 factor

The result of collaborative filtration for the FI_DBM35 factor from Random LOG in the annotation index, the BCLMWEIGHTEDK3 factor

The result of collaborative filtration for the FI_DBM35 factor from Random log in the annotation index, the Bocmweightedw1k3 factor

CorrectedctrxFactor in the annotation index, AnnotationMatchprediction factor

CorrectedctrxFactor in the annotation index, QueryMatchpredical factor

CorrectedctrxFactor in the annotation index, factor Valuewcmmax

CorrectedctrxFactor in the annotation index, factor Valuewcmavg

CorrectedctrxFactor in the annotation index, Bocmweightedw1k3 factor

CorrectedctrxFactor in the annotation index, BCLMPLALINK3 factor

CorrectedctrxFactor in the annotation index, factor BCLMIXPLainW1K1

The prediction of the total time spent to the end of the session, provided that this pair is implemented by the request-document

The prediction of the contribution of this pair request-document to the timetable

SampleperiodDayFRC Factor in the annotation index, factor Valuewcmavg

SampleperiodDayFRC Factor in the annotation index, factor BM15MAXK3

SampleperiodDayFRC Factor in the annotation index, Bocmweightedk3 factor

SampleperiodDayFRC Factor in the annotation index, BocmDoublek5 factor

SPLITDWELLTIME Factor in the annotation index, factor BM15MAXK3

SimpleClick factor in the annotation index, BCLMWEIGHTEDK3 factor

The prediction of the percentage of the length of the track, which will be lost subject to the implementation of this pair of the request

PopularseFrcbrowser Factor in the annotation index, AnnotationMatchprediction factor

PopularseFrcbrowser Factor in the annotation index, SynonyMatchprediction factor

PopularseFrcbrowSER Factor in the annotation index, factor ValuewcMPrediction

PopularseFrcbrowSER Factor in the annotation index, factor BCLMWEIGHTEDV2K3

PopularseFrcbrowSER Factor in the annotation index, factor BCLMIXPLainW1K1

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

OneClick Factor in the annotation index, AnnotationMatchpredictionWeighted factor

LongClick Factor in the annotation index, AnnotationMatchpredictionWeighted factor

Yabartime Factor in Annotacionnom Indexes, Factor AnnotationMatchpredictionWeighted

LongClicksAMPLEPEROD Factor in the annotation index, AnnotationMatchprediction factor

LongClicksAMPLEPEROD Factor in the annotation index, QueryMatchpredical factor

LongClicksAMPLEPEROD Factor in the annotation index, factor Valuewcmavg

LongClicksampleperiod Factor in the annotation index, factor ValuewcMPREDION

LongClicksAMPLEPEROD Factor in the annotation index, factor BCLMPLainW1K3

LongClicksampleperiod Factor in the annotation index, BCLMWEIGHTEDK3 factor

LongClicksAMPLEPEROD Factor in the annotation index, factor Bocmweightedw1k3

LongClicksAMPLEPEROD Factor in the annotation index, BCLMPLAINK5 factor

LongClicksAMPLEPEROD Factor in the annotation index, factor BCLMWEIGHTEDV2K3

LongClicksampleperiod Factor in the annotation index, BocmDoublek5 factor

LongClicksAMPLEPEROD Factor in the annotation index, factor BM15StRictk2

Normalized corrected clicks maximum ratio by query with user's city(gc=) mentioned equal by region

Normalized corrected clicks maximum ratio by query with user's city(gc=) mentioned equal to user's region

BQPR in a minimumatic period. Annotation index. WCMCOVERAGEMAX factor

BQPR in a minimumatic period. Annotation index. Fullmatchprediction factor

BQPR in a minimumatic period. Annotation index. Factor AnnotationMatchpredicalWeighted

BQPR in a minimumatic period. Annotation index. Valuepcamavg factor

BQPR in a minimumatic period. Annotation index. Valuewcmavg factor

BQPR in a minimumatic period. Annotation index. BM15V4K8 factor

BQPR in a minimumatic period. Annotation index. BocmweightedV4K8 factor

BQPR in a minimumatic period. Annotation index. Samplewcmmax factor

BQPR in a minimumatic period. Annotation index. SynonyMatchprediction factor

BQPR in a minimumatic period. Annotation index. Factor AnnotationMatchpredical

BQPR in a minimumatic period. Annotation index. SuffixMatchCount factor

BQPR in a minimumatic period. Annotation index. WCMCOVERAGEPREDION factor

DoubleFRC in the annotation index, Fullmatchpredical factor

DoubleFRC in the annotation index, SynonyMatchpredical factor

DoubleFRC in the annotation index, AnnotationMatchpredical factor

DoubleFRC in the annotation index, AnnotationMatchpredicalWeighted factor

DoubleFRC in the annotation index, QueryMatchpredical factor

DoubleFRC in the annotation index, factor Valuewcmavg

DoubleFRC in the annotation index, factor Bocmweightedmaxk1

DoubleFRC in the annotation index, factor BM15V4K5

DoubleFRC in the annotation index, BocmweightedV4K5 factor

DoubleFRC in the annotation index, BocmDoublek1 factor

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

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: BM15 in the group of streams 2. The maximum value of the factor for extensions.

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: CosinemaxMatchprediction in text and Title. The maximum value of the expansion factor.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: BM15 on Ural. 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: CosinemaxMatchpredical bag for stream LongClicksp.

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: Chain0wcm in text. 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 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, Valuewcmavg factor

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

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

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

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

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

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

OneClickFRC, calculated by the sampled period and collaboratively expanded, factor BM15V0W1K1

The value of the classifier of localization for request

Relev_locale == ru

Relev_locale == ua

relev_locale == by

relev_locale == kz

relev_locale == tr

relev_locale == world

Porn query classification result from Wizard (iad_vw flag, based on Vowpal Wabbit)

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

Querydwelltime, фактор full -match prediction

QueryDwellTime, фактор SynonymMatchPrediction

QueryDwellTime, фактор AnnotationMatchPrediction

QueryDwellTime, фактор AnnotationMatchPredictionWeighted

QueryDwellTime, фактор QueryMatchPrediction

Querydwelltime, Valuewcmavg factor

Querydwelltime, BCLMPLainW1k3 factor

Querydwelltime, BM15CoveRAGEV4K3 factor

Querydwelltime, BCLMPLAINK4 factor

QuerydwellTime, factor Bocmweightedv4k5

Bm15K01 factor over hits from Url

Bm15K01 factor over hits from Title

Bocm15K001 factor over hits from Title

Bm11Norm16384 factor over hits from Text

Bocm11Norm256 factor over hits from Text

CosineMatchMaxPrediction factor over hits from Text

Bm15FLogK0001 factor over hits from FieldSet1 stream

Bm15FLogK0001 factor over hits from FieldSet2 stream

BclmWeightedFLogW0K0001 factor over hits from FieldSet3 stream

Bm15FLogW0K00001 factor over hits from FieldSetUT stream

Chain0Wcm factor over hits from Body

PairMinProximity factor over hits from Body

MinWindowSize factor over hits from Body

CosineMatchMaxPrediction factor over hits from PopularSeFrcBrowser stream

MixMatchWeightedValue factor over hits from DoubleFrc stream

AnnotationMaxValueWeighted factor over hits from DoubleFrc stream

AnnotationMaxValue factor over hits from DoubleFrc stream

AnnotationMatchWeightedValue factor over hits from DoubleFrc stream

AllWcmWeightedValue factor over hits from DoubleFrc stream

AllWcmMatch95AvgValue factor over hits from DoubleFrc stream

AllWcmWeightedPrediction factor over hits from DoubleFrc stream

AllWcmMatch80AvgValue factor over hits from DoubleFrc stream

FullMatchValue factor over hits from DoubleFrc stream

FullMatchAnyValue factor over hits from DoubleFrc stream

ExactQueryMatchAvgValue factor over hits from DoubleFrc stream

BclmMixPlainKE5 factor over hits from OneClickFrcXfSp stream

Bm15StrictAnnotationK01 factor over hits from OneClickFrcXfSp stream

AllWcmWeightedValue factor over hits from OneClickFrcXfSp stream

AllWcmWeightedPrediction factor over hits from OneClickFrcXfSp stream

AllWcmMatch80AvgValue factor over hits from OneClickFrcXfSp stream

MixMatchWeightedValue factor over hits from OneClickFrcXfSp stream

AnnotationMatchWeightedValue factor over hits from OneClickFrcXfSp stream

BclmPlaneProximity1Bm15W0Size1K0001 factor over hits from OneClickFrcXfSp stream

BclmWeightedProximity1Bm15Size1K001 factor over hits from OneClickFrcXfSp stream

BclmMixPlainKE5 factor over hits from BQPRSample stream

AllWcmWeightedValue factor over hits from BQPRSample stream

AllWcmWeightedPrediction factor over hits from BQPRSample stream

AllWcmMaxPrediction factor over hits from BQPRSample stream

AllWcmMatch80AvgValue factor over hits from BQPRSample stream

MixMatchWeightedValue factor over hits from BQPRSample stream

CosineMatchMaxPrediction factor over hits from BQPRSample stream

AnnotationMaxValueWeighted factor over hits from BQPRSample stream

AnnotationMaxValue factor over hits from BQPRSample stream

AnnotationMatchWeightedValue factor over hits from BQPRSample stream

Bocm15K001 factor over hits from BQPRSample stream

BclmPlaneProximity1Bm15W0Size1K0001 factor over hits from BQPRSample stream

BclmWeightedProximity1Bm15Size1K001 factor over hits from BQPRSample stream

BclmPlaneProximity1Bm15W0Size1K0001 factor over hits from LongClickSP stream

Bm15MaxAnnotationK001 factor over hits from LongClickSP stream

FullMatchValue factor over hits from LongClickSP stream

MixMatchWeightedValue factor over hits from LongClickSP stream

CosineMatchMaxPrediction factor over hits from LongClickSP stream

AnnotationMaxValue factor over hits from LongClickSP stream

AnnotationMaxValueWeighted factor over hits from LongClickSP stream

AnnotationMatchWeightedValue factor over hits from LongClickSP stream

AllWcmMatch95AvgValue factor over hits from LongClickSP stream

AllWcmWeightedValue factor over hits from LongClickSP stream

AllWcmMaxMatch factor over hits from LongClickSP stream

AllWcmWeightedPrediction factor over hits from LongClickSP stream

Bocm15K001 factor over hits from LongClickSP stream

QueryPrefixMatchOriginalWordValue factor over hits from LongClickSP stream

BclmPlaneProximity1Bm15W0Size1K0001 factor over hits from SamplePeriodDayFrc stream

AttenV1Bm15K05 factor over hits from SamplePeriodDayFrc stream

FullMatchValue factor over hits from SamplePeriodDayFrc stream

FullMatchAnyValue factor over hits from SamplePeriodDayFrc stream

AllWcmWeightedValue factor over hits from SamplePeriodDayFrc stream

AllWcmWeightedPrediction factor over hits from SamplePeriodDayFrc stream

AllWcmMatch95AvgValue factor over hits from SamplePeriodDayFrc stream

AllWcmMatch80AvgValue factor over hits from SamplePeriodDayFrc stream

MixMatchWeightedValue factor over hits from SamplePeriodDayFrc stream

AnnotationMatchWeightedValue factor over hits from SamplePeriodDayFrc stream

AnnotationMaxValue factor over hits from SamplePeriodDayFrc stream

AnnotationMaxValueWeighted factor over hits from SamplePeriodDayFrc stream

Bocm15K001 factor over hits from SamplePeriodDayFrc stream

AllWcmWeightedValue factor over hits from CorrectedCtrXFactor stream

AllWcmMaxPrediction factor over hits from CorrectedCtrXFactor stream

AllWcmWeightedPrediction factor over hits from CorrectedCtrXFactor stream

AllWcmMatch80AvgValue factor over hits from CorrectedCtrXFactor stream

MixMatchWeightedValue factor over hits from CorrectedCtrXFactor stream

AnnotationMatchWeightedValue factor over hits from CorrectedCtrXFactor stream

BclmPlaneProximity1Bm15W0Size1K001 factor over hits from CorrectedCtrXFactor stream

BclmWeightedProximity1Bm15Size1K001 factor over hits from CorrectedCtrXFactor stream

AllWcmMaxPrediction factor over hits from LongClick stream

MixMatchWeightedValue factor over hits from LongClick stream

AnnotationMaxValueWeighted factor over hits from LongClick stream

FullMatchValue factor over hits from LongClick stream

AnnotationMatchWeightedValue factor over hits from LongClick stream

AllWcmWeightedValue factor over hits from SimpleClick stream

AllWcmWeightedPrediction factor over hits from SimpleClick stream

AllWcmMaxPrediction factor over hits from SimpleClick stream

MixMatchWeightedValue factor over hits from SimpleClick stream

AnnotationMatchWeightedValue factor over hits from SimpleClick stream

AnnotationMaxValueWeighted factor over hits from BrowserPageRank stream

AnnotationMatchWeightedValue factor over hits from BrowserPageRank stream

AnnotationMaxValue factor over hits from BrowserPageRank stream

Bocm15K001 factor over hits from BrowserPageRank stream

MixMatchWeightedValue factor over hits from OneClick stream

FullMatchValue factor over hits from OneClick stream

AnnotationMatchWeightedValue factor over hits from OneClick stream

AllWcmWeightedPrediction factor over hits from SplitDwellTime stream

Bm15MaxAnnotationK001 factor over hits from SplitDwellTime stream

BclmWeightedProximity1Bm15Size1K0001 factor over hits from QueryDwellTime stream

AttenV1Bm15K001 factor over hits from QueryDwellTime stream

MixMatchWeightedValue factor over hits from QueryDwellTime stream

AnnotationMaxValueWeighted factor over hits from QueryDwellTime stream

AnnotationMaxValue factor over hits from QueryDwellTime stream

AnnotationMatchWeightedValue factor over hits from QueryDwellTime stream

AllWcmWeightedValue factor over hits from QueryDwellTime stream

AllWcmMatch80AvgValue factor over hits from QueryDwellTime 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

relev_locale == id

In those cases when fi_national_domain is 0, and Herf.NationalDomainid is filled 1

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: MixmatchweightedValue by Stream Querydwelltime. The maximum balanced value of the expansion factor.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: MixmatchweightedValue by Stream Querydwelltime. The average balanced value of the expansion factor.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: MixmatchweightedValue by Stream Querydwelltime. The minimum balanced value of the factor on the expansion top.

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

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: AnnotationMatchWeightedValue by Stream Querydwelltime. The maximum balanced value of the expansion factor.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: Allwcmmatch95Avgvalue Stream QueryDwellTime. The average balanced value of the factor on the expansion top.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: MixMatchweightedValue for Stream BQPRSAMPLE. The maximum balanced value of the expansion factor.

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: MixMatchweightedValue in stream DoubleFrc. The maximum balanced value of the expansion factor.

DSSM model trained on clicks.

DSSM model trained on clicks.

DSSM model trained on clicks.

DSSM model trained on clicks.

DSSM model trained on clicks.

DSSM model trained on clicks.

DSSM model trained on clicks.

DSSM model trained on clicks.

request came from yandsearch (rearr.is_desktop == 1)

request came from touchsearch (rearr.is_mobile == 1)

request came from padsearch (rearr.is_tablet == 1)

request came from device with Android OS (rearr.dd_osfamily == Android)

request came from device with iOS (rearr.dd_osfamily == iOS)

request came from device with Windows OS (rearr.dd_osfamily == Windows)

request does not come from devices with Android, iOS or Windows OS (rearr.dd_osfamily != [Android, iOS, Windows])

FullMatchValue factor over hits from CorrectedCtrLongPeriod stream

MixMatchWeightedValue factor over hits from CorrectedCtrLongPeriod stream

AnnotationMaxValueWeighted factor over hits from CorrectedCtrLongPeriod stream

AnnotationMatchWeightedValue factor over hits from CorrectedCtrLongPeriod stream

AllWcmMatch95AvgValue factor over hits from CorrectedCtrLongPeriod stream

AllWcmMatch80AvgValue factor over hits from CorrectedCtrLongPeriod stream

AllWcmWeightedValue factor over hits from CorrectedCtrLongPeriod stream

AllWcmWeightedPrediction factor over hits from CorrectedCtrLongPeriod stream

Neural model of content quality for medical subjects (for ex -)

BclmMixPlainKE5 factor over hits from NHopSumDwellTime stream

Match80AvgValue factor over hits from NHopSumDwellTime stream

MixMatchWeightedValue factor over hits from NHopSumDwellTime stream

Neural model of content quality for financial and legal topics (for exposures)

BclmMixPlainKE5 factor over hits from FirstClickDtXf stream

FullMatchValue factor over hits from FirstClickDtXf stream

AnnotationMaxValueWeighted factor over hits from FirstClickDtXf stream

AnnotationMatchWeightedValue factor over hits from FirstClickDtXf stream

BclmPlaneProximity1Bm15W0Size1K001 factor over hits from FirstClickDtXf stream

Linguistic boosting factor. Type of extensions: Requestwithregionname. BM11 in the text and the Title of the Document

Linguistic boosting factor. Type of extensions: Requestwithregionname. Cosinematchmaxprediction on the text and dump title

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

Linguistic boosting factor. Type of extensions: Requestwithregionname. Factor: Fullmatchvalue according to Stream OneClick.

Linguistic boosting factor. Type of extensions: Requestwithregionname. Factor: AnnotationMatchvalue according to Stream OneClick.

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

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

Linguistic boosting factor. Type of extensions: Requestwithregionname. Factor: AnnotationMaxValueweded by Stream BQPRSAMPLE.

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

Linguistic boosting factor. Type of extensions: Requestwithregionname. Factor: BM15 in the group of streams 2.

Linguistic boosting factor. Type of extensions: Requestwithregionname. Factor: BCLMWEIGHTEDFLOGW0 in the Stream group 3.

Linguistic boosting factor. Type of extensions: Requestwithregionname. Chain0WCM factor on the text of the document

Random float in [0,1] by user request and document

Neural model of content quality for SOS subjects (for ex -)

Copy of Old Version No.294 Factor. Added for Use on L3 Stage Only. Coating domain three -bouqu and request. (Chelyabinsk lottery - Chelloto. We translate a request to translite, find the three -book that are covered (Che, Hel, Lot, Olo), we look at what share of all three -bouquets are covered)

Fast version of FI_URL_DOMAIN_FRACTION

Prediction of the time of the session, provided that this pair is requested by the request-document

Request-document model Sinsiga.

The factor for the original request. It is considered to be toxicated by Ural. Algorithm Cosinematchmaxpredical.

The factor for the original request. It is considered to be toxicated by Ural. The weight of the hit is multiplied by 1/ (1 + the position of the word in the sentence) an algorithm for aggregation of the scales of words: BM15. Normalization coefficient 0.5.

The factor for the original request. It is considered according to the heading of the document. 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).

The factor for the original request. It is considered according to the heading of the document. CMMATCHTOP5AVGMATCHVALUE algorithm.

The factor for the original request. It is considered according to the heading of the document. The degree of coating of the words of the request is accurate to the form (without synonyms).

The factor for the original request. It is considered according to the heading of the document. The weight of the hit is multiplied by 1/ (1 + the position of the word in the sentence) an algorithm for aggregation of the scales of words: BM15. Normalization coefficient 0.5.

The factor for the original request. It is considered according to the contents of the document. 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).

The factor for the original request. It is considered according to the contents of the document. Algorithm Cosinematchmaxpredical.

The factor for the original request. It is considered according to the contents of the document. Algorithm Allwcmweightedpredical.

The factor for the original request. It is considered according to the contents of the document. Algorithm for aggregation of the scales of words BOCM15. Normalization coefficient 0.01.

The factor for the original request. It is considered according to the contents of the document. Algorithm: Querypartmatchsumvalueany.

The factor for the original request. It is considered according to the contents of the document. The degree of coating of the words of the request is accurate to the form (without synonyms).

The factor for the original request. It is considered according to the contents of the document. The degree of covering the words of the request in the exact form.

The factor for the original request. It is considered according to the contents of the document. Libra Agnregation algorithm: BM15Maxannotation normalization coefficient 0.01.

MetaPolyGen8

CMMatch80AvgValue factor over hits from QueryDwellTime stream

CMMatchTop5AvgMatch factor over hits from DoubleFrc stream

PerWordCMMaxMatchMin factor over hits from OneClickFrcXfSp stream

PerWordCMMaxMatchMin factor over hits from FirstClickDtXf stream

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: PerwordcMaxMatchmin for LongClicksp Stream. The maximum balanced value of the expansion factor.

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

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: PerwordCmmaxMatchmin for stream FIRSTCLICKDTXF. The minimum balanced value of the factor on the expansion top.

The distance from the city from where the request was set to Ankara

The distance from the city from where the request was set to Magadan

The geographical breadth of the city, from where a request was set

Geographical longitude of the city, from where a request was set

FullMatchValue factor over hits from LongClick stream (Mobile sessions filtered)

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

AnnotationMatchWeightedValue factor over hits from LongClick stream (Mobile sessions filtered)

AllWcmMatch95AvgValue factor over hits from LongClick stream (Mobile sessions filtered)

AllWcmWeightedValue factor over hits from LongClick stream (Mobile sessions filtered)

AllWcmWeightedPrediction factor over hits from LongClick stream (Mobile sessions filtered)

CMMatchTop5AvgValue factor over hits from LongClick stream (Mobile sessions filtered)

Bm15MaxAnnotationK001 factor over hits from LongClick stream (Mobile sessions filtered)

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

DSSM model trained on clicks. Takes bigrams into account.

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

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

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

AllWcmMatch95AvgValue factor over hits from FirstLastClick stream (Mobile sessions filtered)

CMMatchTop5AvgValue factor over hits from FirstLastClick stream (Mobile sessions filtered)

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

Was the request set in a voice

AllWcmWeightedValue factor over hits from AvgDTWeightedByRankMobile stream (Mobile sessions filtered)

AllWcmMatch95AvgValue factor over hits from AvgDTWeightedByRankMobile stream (Mobile sessions filtered)

CMMatchTop5AvgValue factor over hits from AvgDTWeightedByRankMobile stream (Mobile sessions filtered)

AnnotationMatchWeightedValue factor over hits from AvgDTWeightedByRankMobile stream (Mobile sessions filtered)

FullMatchValue factor over hits from AvgDTWeightedByRankMobile stream (Mobile sessions filtered)

MixMatchWeightedValue factor over hits from AvgDTWeightedByRankMobile stream (Mobile sessions filtered)

Linguistic boosting factor. Type of extensions: XFDTSHOW. Factor: AVGPERGRAGRAMMAXVALEANY in the Stream group 5. The average balanced values ​​of the factor for the expansion top.

Avgpertrigramavgvalueanya Factor by CorretedctrlongPeriod Strame

DSSM model trained on clicks. Takes bigrams into account. Embeddings for documents are computed offline.

A minimum of gradients according to the Bigramm LogdwellTime model.

Maximum from gradients according to the Bigramm Logdwelltime model.

The second central moment (dispersion) from gradients according to the Bigramm Logdwelltime model.

The third central moment from gradients according to the Bigramm Logdwelltime model.

The probability that the VK.com host is popular for this request in accordance with the corresponding DSSM model.

The likelihood that the Onliner.by host is popular for this request according to the corresponding DSSM model.

The probability that the Rambler.ru host is popular for this request in accordance with the corresponding DSSM model.

The likelihood that the ExpertCen.ru host is popular for this request in accordance with the corresponding DSSM model.

The probability that the Sunhome.ru host is popular for this request according to the corresponding DSSM model.

Summary Skorov words of a request for a language model 3GRAMS-YANDEX-DIRECT.

Summary of the Skorov words of the request by the Web-Mt language model.

Linguistic boosting factor. Type of extensions: QFUF. Factor: BCLMWEIGHTEDFLOGW0_K0.001 FIELDSET3. The average balanced values ​​of the TOP-10 factor by extensions.

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

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

Linguistic boosting factor. Type of extensions: Querytotext. Factor: Minwindowsize according to the contents of the document. The average balanced values ​​of the TOP-10 factor by extensions.

Linguistic boosting factor. Type of extensions: QFUF. Factor: BM15FLOGW0_K0.0001 on Ural and the heading. The maximum value of the expansion factor.

Linguistic boosting factor. Type of extensions: QFUF. Factor: BCLMWEIGHTEDFLOGW0_K0.001 FIELDSET3. The average balanced values ​​of the expansion factor.

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

Linguistic boosting factor. Type of extensions: Querytotext. Factor: Bocm11_norm256 according to the text of the document. The average values ​​of the expansion factor.

Linguistic boosting factor. Type of extensions: QFUF. Factor: COSINEMATCHMAXPRECTION on the text of the document. The maximum 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. Factor: Bocm11_norm256 according to the text of the document. The maximum value of the expansion factor.

Linguistic boosting factor. Type of extensions: QFUF. Factor: BM15FLOGW0_K0.0001 on Ural and the heading. The average balanced values ​​of the expansion factor.

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

DSSM model trained on clicks, target=QueryDwellTime stream value. Takes bigrams into account.

The normalized amount of the scales of the words of the request that met in the text of the document or links to it.

The normalized amount of the scales of the words of the request that Equal_by_String in the text of the document or links to it.

The normalized amount of the scales of the words of the request that met in the text of the document.

The normalized amount of the scales of the words of the request that met in the links to the document.

The normalized amount of the scales of the words of the request that Equal_by_String in the links to the document.

The normalized scales for the IFILTRETRATIONMODEL words of the request that met in the text of the document or links to it.

The normalized scales for the IFILTRETRATIONMODEL Words of the request, which are Equal_by_String in the text of the document or links to it.

The normalized scales for the IFILTRETRATIONMODEL Words of the request, which Equal_by_lemma in the text of the document or links to it.

The normalized scales for the IFILTRETRATIONMODEL words of the request that met in links to the document.

The normalized scales for the IFILTRETRATIONMODEL Words of the request, which Equal_by_String in the links to the document.

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: 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).

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. It is normalized for the maximum weight of expansion. Stream: Correctedctrlongperiod. The degree of coating of words query accurate to form (without synonyms).

Linguistic boosting factor. Type of extensions: QFUF. Aggregation on all extensions. The greatest balanced value of the factor. It is normalized for the maximum weight of expansion. The result of the VPCG for a long long period, data: CorrectedClicks. The average weight of the anntations among those in which the request was an accurate tuning.

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. It is normalized for the maximum weight of expansion. Stream: Correctedctrlongperiod. The BCLMPLANEPROXIMITY15W0SIZE1 algorithm: uses BCLM with free weight if there are several words of the request, if the word is one, then the sum of hits is used like a coincidence. Normalization coefficient 0.001.

Linguistic boosting factor. Type of extensions: XFDTSHOWKNN (closest to the DSSM models trained to predict XFDTSHOW of extension). Aggregation on all extensions. The average weight of extensions.

DSSM Prediction to determine Alice's irrelevant answers

The average value of News for the year. It is calculated in offline.

ADDTIME average value for the year. It is calculated in offline.

The average value of TXTHIRELSY for the year. It is calculated in offline.

The average TEXTLIKE value is for the year. It is calculated in offline.

The average Hasnoallwordstersy value for the year. It is calculated in offline.

The average value of ISFORUM for the year. It is calculated in offline.

The average value of Haspayments for the year. It is calculated in offline.

The average value is Yabarhostavgtime2 for the year. It is calculated in offline.

The average value of Yabarurlvisitors for the year. It is calculated in offline.

The average value of QueryDowneronlyClickRate for the year. It is calculated in offline.

The average value of Dateraage for the year. It is calculated in offline.

The average value of the LonGestText for the year. It is calculated in offline.

The average value is DifferentinTernallinks for the year. It is calculated in offline.

The average value of QueryDowneronlyClickRate_Rreg is for a year. It is calculated in offline.

The average ISHUB value is for the year. It is calculated in offline.

The average value is BM25_0 on request per year. It is calculated in offline.

The average value of BOCM for the year. It is calculated in offline.

The average ISindexpage is for the year. It is calculated in offline.

The average value of queriesavgcm2 for the year. It is calculated in offline.