Slice: images_recommendations

The value of the DP classifier is used to filter on average

Fraction of image pages from avito.ru host

The value of the DP classifier is used to filter on average

Fraction of image pages from vk.com host

The result of the text classifier of long views via VowPal Wabbit

The most popular color is sought and its share in the picture is calculated

Picture CTR. Dublicate of FI_IMAGE_URL_CLICKS_PCTR_NO_QUERY, reason - design requirements.

Maximum color deviation from gray among all pixels

The result of the aggregated tin classifier is used on average to determine tin queries

The number of unique colors in the picture

Neural net watermark classifier result

Neural net homework classifier result

The porn of the picture calculated according to the porn N-grams in the Urlah pages with this picture

The porn of the picture calculated according to the porn N-grams in urlax with this picture

Number of different queries by which the document was clicked. Dublicate of FI_DOC_QUERY_VARIETY for mrindex, reason - design requirements.

Previous factors - fixed

The result of the Suggestive text classifier via VowPal Wabbit

Neural net collage classifier result

Mean color deviation from gray among all pixels

Image-to-text visual component 55, for dwell time mostly

Image-to-text visual component 61, for dwell and relevance

Image-to-text visual component 77, for dwell time mostly

Neural net bad image quality classifier result (min among all semi-duplicates)

Images suggestive or porn classifier formula result

DSSM Boosting calculated using Image2Text v.7 vectors

Distance to average of top 5 annotations

DSSM Boosting calculated using Ann2Ann v.1 vectors

Distance to average of top 5 annotations based on Ann2Ann v.1

Median brightness pictures in the document

Neural net good quality classifier

The median value of the Visual Quality classifier among Links

The maximum value of the Visual Quality classifier among Links

The result of the text classifier of porn viapal wabbit

The result of the text classifier of tin according to Vowpal Wabbit

Neural net bad image quality classifier result (min among all semi-duplicates) - top average

TSource or TDestination has link from wikimedia web-sites http://www.wikimedia.org/

Images porn classifier experimental formula result

Neural net homework classifier result - top avg

Touch picture CTR - top avg

Result of 2 of 6 classifier - top avg

the CTR of the image host

Number of different queries by which the host was clicked.

Maximum color deviation from gray among all pixels - top avg

Neural net OCR text classifier result - top avg

Neural net geo classifier result - top avg

Neural net deep learning content feature

Neural net deep learning content feature

Neural net deep learning content feature

Neural net deep learning content feature

Neural net deep learning content feature

Neural net deep learning content feature

Among the brackets there is a name

Boost in size

The number of unique colors in the picture is Top AVG

Neural net professional porn classifier result - top avg

The document contains url from assessments (not to use in training)

The number of right clicks with sickle

Image-to-text visual component 0, for dwell time mostly

Image-to-text visual component 8, for dwell time mostly

Image-to-text visual component 15, for relevance mostly

Image-to-text visual component 62, for dwell time mostly

Image-to-text visual component 51, for dwell time mostly

Image-to-text visual component 78, for relevance mostly

Image-to-text visual component 11, for relevance mostly

Image-to-text visual component 25, for dwell time mostly

Among the semi -duplicates there is a picture with obscenities

Median of destination url lengths

Number of destination hosts

Median of number of faces in docs

Probability of gray image in doc

Probability of object image in doc

Probability of photo image in doc

Average value of FirstColorWeight2

Average value of SumGoodColorSquare

Average value of HGRS

Image porn classifier output

Fraction of hosts with Turkish language

Fraction of hosts with IsPornoAdvert flag set

Fraction of hosts with Russian language

Fraction of hosts which have main content

Sigmoid of maximum image area among actually selected links

Sigmoid of meadian image area among actually selected links

Picture pse clicks / (pse clicks + 100)

Normalized word count on image.

Area of text's bbox on image

Is the text on the image coherent

Picture web corrected clicks / (web corrected clicks + 100)

Picture hops / (hops + 100)

Neural net binary porn classifier result

Neural net binary classifier result (0.5-erotic, 1 - porn)

Neural net fine-grained porn classifier result

Neural net child porn classifier result

Neural net gruesome classifier result

Neural net perversion classifier result

Neural net beautiful classifier result

Neural net wallpaper classifier result

Neural net OCR text classifier result

Neural net clothes classifier result

Neural net 500px classifier result

Neural net professional porn classifier result

Neural net fine-grained porn classifier result - top avg

Neural net clothes classifier result - top avg

Binary flag specifying if document is commercial

Binary flag specifying if document has money source direct

Binary flag specifying if document has money source CPC

Sigmoid of minimum image area sqrt

Sigmoid of maximum image area sqrt

Neural net perversion classifier result - top avg

Neural net 500px classifier result - top avg

Minimum age of pages

Maximum age of pages

Minimum age of images

Maximum age of images

Neural net geo classifier result

Neural net right clickable classifier result

Result of 2 of 6 classifier.

Touch picture CTR.

Sigmoid of 85th percentile of image area in document (corresponds to metric, details in https://wiki.yandex-team.ru/users/nerevar/imganalytics/imgscoringoffline/)

Median of destination size ratio

At least one page is from news feed

Confidence of CPC offer binding to document by title

Confidence of CPC offer binding to document by CPC tags

Neural net binary classifier result (0.5-erotic, 1 - porn) - top variance

Binary flag specifying if document has detected objects

Binary flag specifying if document has money source direct smart

Binary flag specifying if document has money source schema.org

Max value of HostSize factor among all src hosts in document

Max value of MascotRankArtroz factor among all src hosts in document

Max value of MonthUniqueVisitorsAbsGsmAll factor among all src hosts in document

Max value of RandomLogHostQiQueryCountAvg factor among all src hosts in document

Document is from fresh source (IMAGESQUICK or IMAGESULTRA)

Share of duplicates on hosts with share of images with watermarks > 0.2 based on toloka

Share of duplicates on hosts with share of images with watermarks > 0.4 based on toloka

Share of duplicates on hosts with share of images with watermarks > 0.2 based on CV

Share of duplicates on hosts with share of images with watermarks > 0.4 based on CV

Neural net collage classifier result - top avg

Aesthetic neural net classifier result

Static neural net classifier result

Plant neural net classifier result

Human neural net classifier result

Watermark V2 neural net classifier result

Bad quality V3 neural net classifier result

Good Quality V3 neural net classifier result

Average relative area of images borders inside document

The median value of the static classifier Utiley pictures among Links

The maximum value of the static classifier of the Utiley pictures among Links

Median value of the Visual Quality V2 classifier among Links

The maximum value of the Visual Quality V2 classifier is among Links

The median value of the classifier of the aesthetics of pictures among Links

The value of the aesthetics classifier of the pictures among links is as much as possible

The work of the Text-Embedding document and the middle embelding of clicking collections

The work of the Image Embeding Document and the Middle Embedding Clined collections

The work of the Image Embedding document and the middle embedding, calculated by the factors from Crypta

The work of Text-Embedding, Image Embeding Document and Embedding, counted on the history of the user in collections

The work of the Image Embeding Document and the Middle Embedding Clined collections

The work of Text-Embedding, Image Embeding Document and Embedding, counted on the history of the user in collections

The work of the Text-Embedding document and the average embedding of shows in the picture post

The work of the Image Embeding Document and the Middle Embedding Play in Picture

The work of the Text-Embedding document and the average emblem of clicks in the picture post

The work of the Image Embeding Document and the Middle Embeding Clicks in Picture Picture

The work of the Text-Embedding document and the average embedding of long clicks in the picture post

The work of the Image Embeding Document and the Middle Embedding Long Clicks in Picture Grow

The work of the Text-Embedding document and the middle embelding of the right clicks in the picture post

The work of the Image Embeding Document and the Middle Embeding of the Right Clicks in Picture Grow

The work of the Text-Embedding document and the average embezzle of downloads in the picture post

The work of the Image Embeding Document and the Middle Embedding Type in Picture Picture

The work of the Text-Embedding document and the middle embedding clicks on Ural page in the picture post

The work of the IMAGE-Embeding document and the middle embedding clicks on Ural Page in Picture Picture

The work of the Text-Embedding document and the average embedding of Share clicks in the picture post

The work of the Image Embeding Document and the Middle Embudding Share Clicks in Picture Gate

The work of the Text-Embedding document and the average embedding of the user's complaints in the collections

The work of Text-Embedding, Image Embeding Document and Embedding, counted on the history of the user in collections

The work of the Image Embedding document and the middle embedding, calculated by the factors from Crypta

Level of minimal AdultnessBeta values among selected links (0.1 = MinAdultnessBetaAboveFamilyThreshold, 0.3 - MinAdultnessBetaAboveGrayThreshold, 0.5 - MinAdultnessBetaAboveNormalThreshold