Author: enkidu

Video wizard with adult content, it differs from usual one

DiffCtr of video wizard for video requests

Normalizaed shows of video wizard for video requests

Video requests ratio

Ratio of clicks by video wizard to all clicks

Value of top-1 video doc factor: AnnCorrClicksBM15W1

Value of top-1 video doc factor: AnnCorrClicksBocmDouble

Value of top-1 video doc factor: QueryCtr

Value of top-1 video doc factor: YabarWordDepthNodesGradientMin

Average value of top-4 video docs factor: MatrixNet

Maximum value of top-4 video docs factor: AnnCorrClicksBocmDouble

Maximum value of top-4 video docs factor: AnnCorrClicksUFrcBocmWeightedW1

Maximum value of top-4 video docs factor: BestLinkBocm

Average value of top-10 video docs factor: FirstHitSentenceBocmFull

Average value of top-10 video docs factor: MarkUrlFrc30

Video wizard surplus model learned on video factors, average by top 4 video docs.

Video wizard ctr based on real shows.

Video narrow query classifier.

Video wide query classifier.

Video ultrawide query classifier.

Value of top-1 video doc relevance

Video wizard win model learned on video factors, average by top 4 video docs.

Average dwelltime by query on video, markerdopp normalization.

Average dwelltime by query on video after redirect from web serp, markerdopp normalization.

Player view depth on video, average by all results for query, markerdopp normalization.

Average viewtime by query on video, markerdopp normalization.

Average gain by query on video - ratio of long viewtime in session, markerdopp normalization.

The flag is a document trailer.

The authority of the host.

Request about the children's (0+) Mulsery.

The coincidence of the main ONTOID document and the film-serial object of the request.

Visual quality of content on MX-model on top of content factors.

Logdwelltime by the VEB model DSSM, trained in reformulations. It is also used in the ranking of ether.

FRC, counted for Marker-Syn normalization and extended using xFactor collaborative filtration

Win (click longer than 60 seconds) on the DSSM video model trained in reformulations.

The importance of the attractiveness of the cabinet on pair ratings.

The average moment of clicks.

CTR on request.

The proximity of the query and the DSSM model of the DSSM model, trained in relevance by distillation of the BERT model.

LVT for browser logs for 7 days of the last 7 videos of the author.

The clickability of the host documents on request with the normalization for the confidential coefficient. Doppelganger-norming the request and tearing video markers is used.

The share of the latest KLTIKS according to the host documents on request. Doppelganger-norming the request and tearing video markers is used.

The ratio of the number of clicks according to the documents of the host on request for all clicks on request. Doppelganger-norming the request and tearing video markers is used.

The share of deep views of the host documents on request. Doppelganger-norming the request and tearing video markers is used.

The clickability of the host documents with normalization for a confidential coefficient for 3 words of the request.

The ratio of the number of clicks according to the host documents is one of the clicks for 3 words of the request.

DiffCTR of host documents.

Weightctr documents of the host.

The share of the last clicks according to the host documents.

The probability of an event 'Video-flow of poor quality', the Video+query model.

The probability of an event 'Video-stream of good quality (HD), model Video+Query.

The normalized number of unique words in the titles of documents raised on request, taking into account Marker-DOPP normalization.

Whether the object of request and document coincided, objects are considered any film type.

The proximity of the request and video tack of the document according to the CV model: Target is a deep click, the step between the frames is 2.5 seconds, a maximum of 310 seconds, the picture carcass of version 8 is applied to the frame, then LSTM is used

Scalar work of the vector-enlarged amount of the Embling Lingvo-Boosting extensions of the QFUF request by the Video-Reformulations model.

Share of the last clicks (relative to all clicks)

The share of long Dwell Time Urla.

The fate of the short dwell time is urle.

PCTR document on request with marker normalization; Data is used in the last 30 days.

FRC document on request with marker normalization; Data is used in the last 30 days.

Tiktok Player

The document is defined as Stevensov.

The share of long Dwell Time host.

The fate of short dwell time host.

Coating trigrams of Title trigrams. It is also used in the ranking of ether.

Coating trigrams of a query trigrams of Urla.

The share of coincided tags allocated in the hippo, a request in the document.

The main components of the requesting Embling from the DSSMCTRNOMINER model. It is also used in the ranking of ether.

The main components of the requesting Embling from the DSSMCTRNOMINER model. It is also used in the ranking of ether.

The main components of the requesting Embling from the DSSMCTRNOMINER model. It is also used in the ranking of ether.

The main components of the requesting Embling from the DSSMCTRNOMINER model. It is also used in the ranking of ether.

The main components of the requesting Embling from the DSSMCTRNOMINER model. It is also used in the ranking of ether.

The main components of the requesting Embling from the DSSMCTRNOMINER model. It is also used in the ranking of ether.

The sum of the scales of the found words found in the Title. Weights from DSSM Serpsimilarityhard.

The normalized amount of the scales of the found words found in the Title. Weights from DSSM Serpsimilarityhard.

The maximum weight of an unenlightened word in Title. Weights from DSSM Serpsimilarityhard.

A player with legal content.

Player of social networks.

Pleyer with an illegal counterpart.

The number of the author’s videos normalized by the sigmoid y = x/(x+50)

Diffctr for all the author’s videos.

Weightctr for all the author’s videos.

The normalized number of views of the author’s videos.

The normalized number of the last clips for the author’s videos.

The share of long views of the author of the author in DwellTime.

The share of short views of the author of the author in Dwelltime.

Scalar product of the Lingvo-Boosting vector, QFUF extensions of the Video + Query V4 model,

The proximity of the request and video flow of the document according to the CV model: Target is a deep click, the step between the frames is 2.5 seconds, a maximum of 300 seconds, the picture carcass of version 9 is used to the frame, then LSTM is used

Degree of confidence in accordance with content and metadata

The degree of porn of the host is considered based on the predictions of the classifier of porn according to documents

Requested Classifier: Request about vertical videos.

CTR Video-Roader, taking into account real shows

The value of the classifier of narrow video checks

The value of the classifier of wide video reviews

The value of the classifier of ultrashik video reviews

The proximity of the request and video flow of the document according to the CV model: carcass V7 for each of 60 frames with a step of 5 seconds, on top of them LSTM, target - deep viewing.

Is there a translated audio road from Russian for the document

Is there a translated text from Russian for the document

The share of long Dwell Time query taking into account MarkerDopPP-Normalization.

The flag of the presence of a player for a document for this platform/user device.

The proximity of the request and document on the Neuronet model trained on DSSM and static/request factors.

Classifier response to Video+Query V3 'Visual quality == Good'

Classifier response to Video+Query V3 'Visual quality == Norm'

Ligvobusting factor. Type of extension - XFDTSHOW, stream - text, factor - BM11ALLW0, maximum value of the factor for extensions.

Ligvobusting factor. Type of extension - XFDTSHOW, stream - text, factor - BOCM11, maximum value of the factor for extensions.

Ligvobusting factor. Type of extension - XFDTSHOW, stream - description of the video, factor - pairminProximity, maximum value of the factor in extensions.

Ligvobusting factor. Type of extension - XFDTSHOW, stream is the title of the roller, the factor - BM15, the maximum balanced value of the factor for extensions.

Ligvobusting factor. Type of extension - XFDTSHOW, stream - text, factor - BM11ALLW0, maximum balanced value of the factor for extensions.

Ligvobusting factor. Type of extension - XFDTSHOW, stream - description of the video, factor - FullmatchCoveraGestartingPercent, maximum balanced value of the factor for extensions, rationing for max. The meaning of the factor.

Ligvobusting factor. Type of extension - XFDTSHOW, stream - description of the video, factor - FullmatchCoveraGestartingPercent, the maximum balanced value of the factor for extensions, standardization for the amount of weights.

Ligvobusting factor. Type of extension - XFDTSHOW, stream - description of the video, minimum weight by extensions.

Ligvobusting factor. Type of extension - XFDTSHOW, Stream - Text, Factor - FullmatchCoveRagestartingPercent, the minimum value of the factor for extensions.

Ligvobusting factor. Type of extension - XFDTSHOW, stream is the title of the video, the factor - BM11, the average balanced values ​​of the factor multiplied by weight.

Ligvobusting factor. Type of extension - xfdtshow, a bag of words, stream - a title of a video, factor - AnnotationMatchavgvalue.

Ligvobusting factor. Type of extension - xfdtshow, bag of words, stream - text, factor - cosinemaxmatch.

Ligvobusting factor. Type of extension - xfdtshow, bag of words, stream - text, factor - cosinematchweightedValue.

Logdwelltime by the VEB model DSSM. It is also used in the ranking of ether.

HTML5 Flag at the host of the document.

Corrected CTR for issuing mobile devices.

Diffctr for mobile devices.

The average age of the video on mobile devices.

The sum of the depths of viewing video on mobile devices at the time of viewing.

Logdwelltime by the VEB model DSSM.

The similarity of the T2q vehicles of the Title and the request a la Klakhman, trained by clicks

DSSM with PlayerDepth Target on the deep click pool video. It is also used in the ranking of ether.

DSSM with PlayerDepth Target on the deep click of a video at L2 Stages.

A sign that the document is a collection

PCA0 from the request of the VEB -VEB model DSSM, trained in reformulations.

PCA1 from the request of the VEB -VEB model DSSM, trained in reformulations.

PCA2 from the request of the VEB model DSSM, trained in reformulations.

PCA3 from the request of the VEB -VEB model DSSM, trained in reformulations.

PCA4 from the request of the VEB -VEB model DSSM, trained in reformulations.

PCA0 from the request of the DSSM video model trained in reformulations.

PCA1 from the request of the DSSM video model trained in reformulations.

PCA2 from the request of the DSSM video model trained in reformulations.

PCA3 from the request of the DSSM video model trained in reformulations.

PCA4 from the request of the DSSM video model trained in reformulations.

PCA5 from the request of the DSSM video model trained in reformulations.

Is license required to show a video

Did you jump

Whether fragments are highlighted inside the video

Whether the sound track is recognized as a text

Share of documents with downloaded video content on the host

Share of documents with allocated fragments inside the video on the host

The share of documents with a sound path recognized as a text on a host

Share of documents with downloaded video content for the author

Share of documents with allocated fragments inside the video for the author

The share of documents with a sound path recognized as a text for the author