Slice: web_production

Page Rank. The factor will be remarked.

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).

This is the news (determined by the characteristic ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayaformula/tekushichiekomponenty/klassificacionnye?v=tkd#h45859-3 Patterns in URL URL)))).

This is a proposal store (determined by the characteristic ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayafformula/tekushhiekomponenty/klassificacionnye?v=tkd#h45859-4 Patterns in URL'TERN))))))))))). Not used (depreded)

This is a catalog (determined by the characteristic ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayafformula/tekushhiekomponenty/klassificacionnye? .

Attendance from the bar - ((http://wiki.yandex-team.ru/andrejjkostjagin/yabarlog/hoststat data description)). The factor will be remarked.

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

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'.

Long text without links.

This is a muzzle.

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

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.

Remapped mascot feature TrafgraphOutAll_share_d

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

The value of the cosinematchmaxprediction factor for the Stryim ALICEMUSIC

The number of incoming links. Remembrance.

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 language of the document is Russian.

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.

If the main page of the owner (most often a second -level domain, for example xxxx.ru), then the factor is 1. For bums, hosting, personal blogs, etc. (for example, Lifejornal, People.ru, etc.) - domains of the third level (such as xxxxx.narod.ru) will also have an equal factor 1.

The time for adding the main page of the owner (host?) Will be remaped like Addtime.

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.

There is advertising on the site.

On the site there is an advertisement for Yandex.

The Classifier of Spam for Picks from Antispam recognized the site not (!) Spam. Those. 0 = spam, 1 = good.

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.

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).

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 owner's clickness regardless of the request

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 quality classifier of incoming links 2 is broken, cm [407]

It is equal to one if the site has a Ukrainian geoist (i.e. 1 - Ukrainian site)

Page from the blogochosting

Page with Livejournal.com

Automatic classifier spam named after Alekseeva, the likelihood that the website spam (0 is not spam, 1- spam)

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

Text quality (classifier Alekseeva)

The core of the audience of owners according to Yandex.Mrazusing

The core of the audience of the hosts according to Yandex.Mrazusing

Does the host have a host

Spam karma named after antispamers is the likelihood that the host is spam; based on Whois information

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

The number of links that exactly coincide with a request

Document length in sentences

The length of the URL, divided by 5

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

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)

Document type - HTML

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.

Document from porn kitski

A document from a commercial clay. Not used (depreded)

Fast document

The page title contains commercial vocabulary. Not used (depreded)

page from ru.wikipedia.org

Commercial page (Classifier Savina)

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 content of content is not used. 'Hoost is good (from 0 to 1), calculated on the basis of how many and what hosts the content from this one borrow.

The content of content is not used. 'Host's badness' (from 0 to 1) - is proportional to the number of secondary content on the host.' The host (from 0 to 1) is proportional to the number of secondary content on the host.

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 length of the page text in the words tlen = map (number of words, 1/400), where map (x, y) = x*y / (1 + x*y)

The page is unattainable by the links from the muzzle.

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

URL satisfies forum_detector regularly

The value of the Factor AnnotationMatchweighhedValue for Stryim ALICEMUSIC

The URL has an ancient date. Ancient news are recognized. Factor 1 if there is a year in Url <= 2007.

Weight of maximum coincidence of forms in the text and request

Weight of maximum coincidence of forms in the text and request

The page has a about 'payment SMS'.

Antispamers pessimized the site - all dynamic linseed factors are reset. Zerolnk.flt

Stage of the page

Pornography of the page

Remapped mascot feature TrafgraphOutAll_share_m

Remapped mascot feature TrafgraphOutAllSE_share_d

Remapped mascot feature TrafgraphOutAllSE_share_m

Remapped mascot feature NoExtClicksShare

Search traffic - transitions from search engines to the site (2nd formula)

Search traffic - transitions from search engines to the site (2nd formula)

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))

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

A pool from PRS logs is marked using BERT, trained for relevance. DSSM model is trained on this pool using BaseregionChain

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

foreign cluster document

The size of the page of the page

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

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

Characterizes the promotion of the site with ling rings. Value is the share of external links that are included in the lingon rings and battleships.

The number of unique visitors, remarks exponentially

The share of traffic from search engines

The share of suits to the site is not by links (set with hands or from bookmarks)

average for users Active continuous time for user finding (in sec) on the host pages

The average for users Active continuous time of the user (in second) on the pages of the host. 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 (in second) on the pages of the host.

Implementation of the algorithm described in the article ((http://wiki.yandex-team.ru//h.yandex.net/?http%3A%2F%2FreseRosoft.microsoft.com%2fen-US%2FPEOPLIULIUUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUUP032-LIUUUU .pdf http://research.microsoft.com/en-us/people/tyliu/fp032-liu.pdf))

Varla's attendance according to I-Bara

The number of unique visitors to Urla

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

This is the SEA factor = s4_r/ (k_r+10) where S4_R is the number of clicks> 180 sec, k_r - the total number of clicks. It is considered taking into account reformalization.

This is the SEA factor = s4_r/ (k_r+10) where S4_R is the number of clicks> 180 sec, k_r - the total number of clicks. It is considered taking into account reformalization. Localized version

The degree of variety of requests for which this Urla click

Commercial page by keywords. Not used (depreded)

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

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

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

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

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

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))))))

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

Entropy - distribution of clicks

Entropy - distribution of shows

Entropy - Distribution of clique/shows.

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

Remapped mascot feature More120SecVisitsNotSearchShare

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

The owner's clickness regardless of the request, separately in the regions

Entropy is the distribution of clicks. Regionalized

Entropy is the distribution of shows. Regionalized

Entropy - distribution of clique/shows. Regionalized

equals 2 * NastyContent

equals 2 * NastyContent

always zero

Domna in Zone .com

Domain in the .ua zone

Domain is not in the .ru zone

LR by links from Yandex.Market

The poetry of the document

The maximum poetry of the quatrain

Document language - English

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

The language of the document is Cyrillic

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

There are no numbers in Urla

ALLWCMMAXMatch factor

The value of the cosinematchmaxprediction factor for the Stryim ALICEMUSIC

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))

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))

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/K normalized time to click

nd/i

CONTRY / K

w/k

o/i

Selected formula

r_s4b/(r_k + 10)

Does the request have a complete syntactic analysis

The date of the document that is registered on the page is remarkable

Remapped mascot feature VisitsPVisitors

Additional factors about the promotion of the site with ling rings, ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAformula/tekushhiekomponenty/antispam?v=181r#h58953-4))

Additional factors about the promotion of the site with ling rings, ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAformula/tekushhiekomponenty/antispam?v=181r#h58953-4))

Additional factors about the promotion of the site with ling rings, ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAformula/tekushhiekomponenty/antispam?v=181r#h58953-4))

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

An indicator of the unnaturalness of the text from the point of view of the Russian language. The number of bad pairs of words in the text, transferred to the segment [0.1] according to the Z/(Z+10) formula

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)

Additional factors about the promotion of the site with ling rings, ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAformula/tekushhiekomponenty/antispam?v=181r#h58953-4))

Previous factors - fixed

Previous factors - fixed

Previous factors - fixed

Previous factors - fixed

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 number of words in the text (the word is what the lemmeter selected) is displayed in [0.1] according to the formula x/(x+a)

The number of words of the Russian language in the title

The average length of the word

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 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

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

Logarithm of average geometric probabilities of trigrams in the text. (the probability of a trigram - the number of its meetings in the text, divided by the number of all trigrams) is displayed in [0.1] according to the formula -x (x+a)

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 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

The page has a big picture

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

The difference between the current date and the date of the document defined by the dates, 1 - the date of the document is equal to the current, 0 - the document of 10 years or more, if the date is not defined, equal to 0. Attention! ((1 - dateraage)*60)^2 = age of the page In days.

Hard pessimization (AKA PR = 0), binary factor, is considered in Antispam

The host factors determine the sites screwed by the links-the second and third incoming degrees ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAformula/tekushhiekomponenty/antispam?v=181rh58958953

The host factors determine the sites screwed by the links-the second and third incoming degrees ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAformula/tekushhiekomponenty/antispam?v=181rh58958953

The number of incoming links without Russian letters. Remembrance.

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 share of different parts of speech in the text. The share of numerals (among all words that managed to recognize part of the speech)

The share of particles

The share of pronoun adjectives

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).

Quality of incoming links (hauser classifier) ​​corrected

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

Quality classifier of incoming links 2 corrected

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

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

Link relevance without taking into account rare words

The number of different internal links to the page

The city is defined for the site

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

Ukrainian Page Rank

= 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 popularity of the video roller comes from the video

The frequency of links to the site

The number of almost-periodic links

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

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

The presence of a LiveInternet meter

The popularity of Owner is in requests

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

Eleven factors based on the statistical properties of the distributions of the incoming degrees of peaks that refer to the fixed top of the hostographer. ((Http://wiki.yandex-team.ru/jandekpoisk/kachestvopoiska/obshayaformula/tekushhiekmponenty/HostdDEGRE)

The value of the pirate detector calculated in the hippo.

Type of canonized Urla Yandex Music - Album

It is considered as (10-x) where X is the return of the document in days (continuously) regarding the validity time of the document in Samovar

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

URL feature computed from rapid clicks spy_log counters with decay of 1 day

URL feature computed from rapid clicks spy_log counters with decay of 1 day

URL feature computed from rapid clicks spy_log counters with decay of 0.5 days

URL feature computed from rapid clicks spy_log counters with decay of 0.5 day

They are considered as (80 - x) / 80, where X is the age of the document in the watch. Factors make sense only for the fast -button base (the last 80 hours). Not used in ranking. Used in disconnecting.

They are considered as (80 - x) / 80, where X is the age of the document in the watch. Factors make sense only for the fast -button base (the last 80 hours). Not used in ranking. Used in disconnecting.

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

Logarithm of the number of shingles on which this document is not unique

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

Mascot feature MarketQualityRating

Medical host quality for new marks.

Medical host quality for new marks for experiments.

Finance or law host quality for new marks.

Finance or law host quality for new marks for experiments.

Finance or law host quality for new marks.

Finance or law host quality for new marks for experiments.

Factor for host in list of documentation cs hosts for experiments

It reads in the same way as the Hostrank factor, but not on all the Owner graph, but on its subrack, consisting of Owner's in this region. Belonging to the region is determined by TLD, or by the presence of pages with this Owner in the index, about which the GEO or Geoa classifier says that they are from this region. Mapped in the same way as the Hostrank factor, from 0 to 1 with 256 gradations

A document from the language section of Wikipedia corresponding to the user region

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

On the Porn Advertising page

URL feature computed from rapid clicks spy_log counters with decay of 3 days

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

The number of slashes in Url

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 presence of a built -in video player on the page

Video for downloading

URL feature computed from rapid clicks spy_log counters with decay of 3 days

URL feature computed from rapid clicks spy_log counters with decay of 14 days

The service factor that was needed to search the site, and in the future it will still be needed.

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

Model with the training of each trigram on '+' and '-' Urlah. It does not depend on the request.

URL feature computed from rapid clicks spy_log counters with decay of 14 days

Age of rapid clicks spy_log update, in seconds

Freshness of rapid clicks spy_log update

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 share of clicks for navigation requests

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

The share of the Urlov that respond without errors

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.

The size of the page of the page

Freshness of rapid clicks spy_log update, calculated at the request time

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

The number of incoming muzzle links

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)

Page - '404' (share of tokens '404' in relation to the total number of tokens on the page)

URL feature computed at the request time from rapid clicks spy_log counters with decay of 1 day

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))

ND/K normalized time to click

URL feature computed at the request time from rapid clicks spy_log counters with decay of 0.5 days

CONTRY / K

w/k

o/i

Selected formula

r_s4b/(r_k + 10)

Number of letters in the AUX segment

The number of spaces in the AUX segment

The number of commas in the Content segment

Page is a store. ((http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayAformula/tekushhiekomponenty/opisanijafaktorov#SSHOP Description)). Not used (depreded)

Logarithm of the number of shingles in the document added by the owner of the site as original texts in ((http://wiki.yandex-team.ru/jandekspoisk/jekosistema/marketingPr/webmasters/plan/vtorcontect of originality plugin)). It does not participate in the formula, it is needed to disconnect the takes

The average filtered number of sources of authorship of the document. It does not participate in the formula, it is needed to disconnect the takes

((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,

Urlngramsmodel ranking factor in ERF

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

The order of words in exiles.

The degree of variety of requests for which this Urla click is read by regions

nd/i

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.

Document links dispersion

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 popularity of the language of the document. Number from 0 to 1. (http://wiki.yandex-team.ru/jandekspoisk/kachestvopoiska/obshayaformula/tekushhiekomponenty/languaguaguagepopalarity)))))))

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.

URL feature computed at the request time from rapid clicks spy_log counters with decay of 3 days

URL feature computed at the request time from rapid clicks spy_log counters with decay of 14 days

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

Dispersion of languages ​​in XMAP

There is a typo in the request

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

It is known about URL that it is shown too often with very low relevance (according to Bert and/or BM25)

The ratio of the number of incoming links, the text of which is the URL, is one of the incoming links

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

The number of 'Nebukv 'in Url

The length of the URL with an accuracy to the symbol. Disconnected in production.

Habi page

The degree of commerce page title. Not used (depreded)

BM25 page title by its text

BM25 page title by texts of links to it

The number of COO-Thrilling links between hosts

Static URL factor for search sessions for 1600 days calculated on mobile sessions. Average dwelltime, and DwellTime is cut from the session if more than 180 seconds

Static URL factor for search sessions for 1600 days calculated on mobile sessions. The probability that the URL click will be more than 120 seconds

Static URL factor for search sessions for 1600 days calculated on mobile sessions. The probability that URL is not clicks if they click at least one URL below.

Static URL factor for search sessions for 1600 days calculated on mobile sessions. Average dwelltime, and DwellTime is cut from the session if more than 3600 seconds. Localization to the level of countries.

Static URL factor for search sessions for 1600 days calculated on mobile sessions. Average dwelltime, and DwellTime is cut from the session if more than 180 seconds. Localization to the level of countries.

The value of the health detector calculated in the Hippo.

OffersBase feature for ecoboost.

OffersBase feature for ecoboost.

OffersBase feature for ecoboost.

OffersBase feature for ecoboost.

The share of unique trigrams in the trigrams of links

Share of unique trigrams of links in trigrams header

The greasy of the page

Similar to Yabarurlvisits

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

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

The sum of the maximum values ​​of Sourcerank's for each incoming link, taking into account the uniqueness of the owner.

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

Allows you to evaluate whether the document is 'alive' is from the point of view of links to it coming.

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

Similar to Yabarurlvisitors

Similar to Yabarurlavgtime

The core of the page of the pages on which there is a metric counter

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)

OffersBase feature for ecoboost.

OffersBase feature for ecoboost.

Business kernel.

Business kernel.

Business kernel.

URL feature computed at the request time from rapid clicks search counters with decay of 1 day

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)).

URL feature computed at the request time from rapid clicks search counters with decay of 30 days

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.

Personalized Turkish Pagerank

Expected number of found on request

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

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

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

URL is an offer in the latest version of the market base.

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

Regional attendance of Urla according to the I-Bara

The average time of the user stay on the host with an external (from another non-search site) entry from a specific URL

The average 'depth' (the number of transitions within the framework of the host) of the user stay on the host with an external (from another non-playing site) entry from a specific URL

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.

Assessment of the probability of leaps from the document

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

User outflow coefficient from the search after a visit to the site

The document contains a name from the request.

This is Index. (HTML/PHP/ASPX?/...), without CGI parameters. It is considered to be for all takes.

This is Index. (HTML/PHP/ASPX?/...), possibly with CGI parameters. It is considered to be for all takes.

Whether the host is the owner, conditionally host == Owner (Host).

The minimum length of Pathandquery for all half -shoes.

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

Classifier for estimates of commercial sites

The document has a direct link to the file

The document has a link to filehosting

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

Clicks on the urlahs shown in the issuance for requests, by which they went to look for other search engines

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

Classifier of the commerciality of the site

In the latest version of the market base there are offers from this host.

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

Url satisfies the regexp expression set in the demon

The document contains user review/comment

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)

Classifier that approximate the quality of commercial sites based on user behavior data

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 function of the credibility of the distribution of years in the document. Temporarily disconnected

Num of Sovetnik URLS

Dispersion of the number of words in the links.

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

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

The average position of Urla for all requests

The average position of the host for all requests

Number of requests for URL

Number of requests for host

Implementation of the algorithm described in the article ((http://wiki.yandex-team.ru//h.yandex.net/?http%3A%2F%2FreseRosoft.microsoft.com%2Fen-US%2FPEOPLIULIUUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUULYUUP032-LIUUUU .pdf http://research.microsoft.com/en-us/people/tyliu/fp032-liu.pdf)) by large regions (tube)

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

The rank of site quality used for boosts of the Moscow commercial formula

The factor is used in Selectionrank. TG_UNUSED: should not be included in the formulas to avoid feedback

URL feature computed at the request time from rapid clicks search counters with decay of 3 days

The weight of the document on a monosyllabic dictionary of commercial vocabulary

Shows that a request in Ukrainian

Average query commerciality

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

URL feature computed from rapid clicks search frozen counters with decay of 1 day

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 length of the Depth Nodes petal counted for hosts

Dispersion of the angle in the space of Nodes Time, calculated for hosts

0.9-quarter of the length of the petal in the space of Nodes Time, calculated for hosts

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

Content ugliness factor.

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

Static trigrams intercection of url and queries by which users visited the url.

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.

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

The number of chains on request / (the number of chains in which URL + the number of chains on request participated).

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

Number of transitions to URL from Wikipedia

URL feature computed from rapid clicks search frozen counters with decay of 30 days

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

DSSM Prediction of the probability of URL + Title that there is no product on the page.

FRC Popular Search System for Browser Logs

Weighted mean of log(query_clicks)/log(query_shows) for given host. Weights are proportional to log(query_shows) + 0.2.

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.

DSSM Prediction of the probability of URL + Title, which is on the page one product.

DSSM Prediction of the probability of URL + Title, that there are a lot of goods on the page.

URL feature computed from rapid clicks search frozen counters with decay of 3 days

For Urla, a geo-approval of the city level is determined according to the rules of the BUKI-1125

For Urla, a geo-approval of the country's level is determined according to the BUKI-1125 rules

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

PageRegionsize Factor by GEO attribute

PageRegioncoverage Factor GEO attribute

PageRegioncoverage Factor on Adresa attribute

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.

Aries is a store

Aries is a service

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

Host feature computed at the request time from rapid clicks spy_log counters with decay of 3 days

Host feature computed at the request time from rapid clicks spy_log counters with decay of 3 days

Host feature computed at the request time from rapid clicks spy_log counters with decay of 14 days

Host feature computed at the request time from rapid clicks spy_log counters with decay of 14 days

Host feature computed at the request time from rapid clicks spy_log counters with decay of 3 days

Host feature computed at the request time from rapid clicks spy_log counters with decay of 14 days

Host feature computed from rapid clicks spy_log counters with decay of 3 days

Host feature computed from rapid clicks spy_log counters with decay of 3 days

Host feature computed from rapid clicks spy_log counters with decay of 14 days

Host feature computed from rapid clicks spy_log counters with decay of 14 days

Host feature computed from rapid clicks spy_log counters with decay of 3 days

Host feature computed from rapid clicks spy_log counters with decay of 14 days

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

Is legal video distributor

Average value of feature OneProductProbability

Average value of feature ManyProductsProbability

Average value of feature PayDetectorPredict

Aries is a partner

The document is Shopinshop

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

The factor according to the name from the original request is considered according to the contents of the document. Algorithm: Chain0wcm

At least one offer from a sporled scheme has an accessibility status.

There is not a single offer in the porous scheme.

For Ural from Ytier, it is known that he has low -quality content

For Ural from Ytier, it is known that he has a content of acceptable quality

For Ural from Ytier, it is known that he has good quality content

For Urla from Ytier, it is known that he has an excellent content content

The host has an ecom purchase.

The host has a purchase by Visit Log.

URL is a product on the market.

URL is a product on the market and has Offerid.

URL is Shopinshopcpa.

At least one offer from a sporled scheme has an inaccessibility status.

Owner has an ecom purchase.

Owner has a purchase by Visit Log.

DSSM Prediction of the probability of URL + Title that the document is an overlap.

In the offer from the new Parser, the PartnerOfferContent Available field is exhibited.

In an offer from the new Parser, the PartnerOfferContent Available Field == True.

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

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.

User return on URL

Requestwith120d3ClickpartPredict value, calculated in the Hippo.

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

Middle Logarithm by the user's location on the host with localization in the country; It is considered according to Yabar logs

The attitude of Dwell Time on a host in this region to Dwell Time on a host in all regions

The attitude of Dwell Time on the page in this region to Dwell Time on a page in all regions

The more users add to bookmarks a url, the more factor value it has

Predict SOS.DSSM models by URL + Title.

Med.DSSM Predictions URL + Title models.

FIN_LAW.DSSM Predictions URL + TITLE.

On danny url is a link from inFobox-ov to Wikipedia.

Predict Cruelty.dssm URL + TITLE models.

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.

The average sung of inclination in the plane of the peak

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.

A sign that the document was received by machine translation

Prediction of Med_with_Trash.DSSM (Medic. Document model with Tresh Valley in Lern) Models for URL + Title.

Prediction FIN_LAW_WITH_TRASH.DSSM (Fin-Jur. Document model with a tresh valve in Lern) Models for URL + Title.

The factor according to the name from the original request is considered according to the contents of the document. The minimum window size, which includes all the words of the request. It is normalized for the number of words in the request.

Factor for name from the original request text of the document. Algorithm Cosinematchmaxpredical.

The factor for all the name from the original request Aggregation on all extensions. Type of aggregation for extensions: the greatest value of the factor; It is considered according to the contents of the document. Algorithm: Chain0wcm

The factor for all the name from the original request Aggregation on all extensions. Type of aggregation for extensions: the greatest value of the factor; It is considered according to the contents of the document. The minimum window size, which includes all the words of the request. It is normalized for the number of words in the request.

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.

The factor for all the name from the original request Aggregation on all extensions. Type of aggregation for extensions: the greatest value of the factor; The text of the document. Algorithm Cosinematchmaxpredical.

DSSM, predicting the Page Quality rating for the document

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.

A document is a short video (Tiktok, Reels, Shorts).

Document-telegram channel in web format.

Document - post in a telegram.

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

Factor about the presence of a symbol '?' In Url. It is zero if the Url has CGI parameters (more precisely: all duplicate have a symbol '?' In Url).

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