Feature engineering

en

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Feature engineering

Quality:

Feature engineering - process that creates features for machine learning by transforming or combining existing features. Article “Feature engineering” in English Wikipedia has 47.6 points for quality (as of July 1, 2025). The article contains 46 references and 11 sections. The article also contains templates indicating quality issues, therefore its score was reduced by 2.5 points.

In this language version of Wikipedia the article has the best quality. Also, this article is the most popular in that (English) language version.

Since the creation of article “Feature engineering”, its content was written by 136 registered users of English Wikipedia and edited by 194 registered Wikipedia users in all languages.

The article is cited 316 times in English Wikipedia and cited 900 times in all languages.

The highest Authors Interest rank from 2001:

  • Local (English): #12701 in June 2003
  • Global: #20977 in June 2003

The highest popularity rank from 2008:

  • Local (English): #43457 in May 2019
  • Global: #90199 in April 2019

There are 16 language versions for this article in the WikiRank database (of the considered 55 Wikipedia language editions).

The quality and popularity assessment was based on Wikipédia dumps from July 1, 2025 (including revision history and pageviews for previous years).

The table below shows the language versions of the article with the highest quality.

Languages with the highest quality

#LanguageQuality gradeQuality score
1English (en)
Feature engineering
47.5715
2Portuguese (pt)
Engenharia de características
46.424
3Spanish (es)
Creación de atributos
41.196
4Hebrew (he)
הנדסת מאפיינים
38.1153
5Ukrainian (uk)
Конструювання ознак
34.1232
6Persian (fa)
مهندسی ویژگی
29.8423
7Catalan (ca)
Enginyeria de característiques
28.8622
8Korean (ko)
특징 공학
25.0385
9French (fr)
Ingénierie des caractéristiques
24.3915
10Chinese (zh)
特征工程
23.6736
More...

The following table shows the most popular language versions of the article.

Most popular in all the time

The most popular language versions of the article "Feature engineering" in all the time
#LanguagePopularity awardRelative popularity
1English (en)
Feature engineering
2 292 328
2Russian (ru)
Конструирование признаков
12 768
3Chinese (zh)
特征工程
9 933
4French (fr)
Ingénierie des caractéristiques
4 414
5Ukrainian (uk)
Конструювання ознак
3 225
6Spanish (es)
Creación de atributos
1 937
7Portuguese (pt)
Engenharia de características
1 642
8Korean (ko)
특징 공학
1 640
9Persian (fa)
مهندسی ویژگی
1 582
10Hebrew (he)
הנדסת מאפיינים
1 088
More...

The following table shows the language versions of the article with the highest popularity in the last month.

Most popular in June 2025

The most popular language versions of the article "Feature engineering" in June 2025
#LanguagePopularity awardRelative popularity
1English (en)
Feature engineering
3 666
2Chinese (zh)
特征工程
278
3Japanese (ja)
特徴抽出
125
4French (fr)
Ingénierie des caractéristiques
82
5Spanish (es)
Creación de atributos
42
6Russian (ru)
Конструирование признаков
41
7Portuguese (pt)
Engenharia de características
34
8Korean (ko)
특징 공학
30
9Polish (pl)
Inżynieria cech
30
10Thai (th)
วิศวกรรมค่าแทนลักษณะ
23
More...

The following table shows the language versions of the article with the highest Authors’ Interest.

The highest AI

Language versions of the article "Feature engineering" with the highest Authors Interest (number of authors). Only registered Wikipedia users were taken into account.
#LanguageAI awardRelative AI
1English (en)
Feature engineering
136
2French (fr)
Ingénierie des caractéristiques
16
3Hebrew (he)
הנדסת מאפיינים
6
4Chinese (zh)
特征工程
5
5Spanish (es)
Creación de atributos
4
6Persian (fa)
مهندسی ویژگی
4
7Russian (ru)
Конструирование признаков
4
8Ukrainian (uk)
Конструювання ознак
4
9Korean (ko)
특징 공학
3
10Catalan (ca)
Enginyeria de característiques
2
More...

The following table shows the language versions of the article with the highest Authors’ Interest in the last month.

The highest AI in June 2025

Language versions of the article "Feature engineering" with the highest AI in June 2025
#LanguageAI awardRelative AI
1Arabic (ar)
هندسة الخصائص
0
2Belarusian (be)
Канструяванне прыкмет
0
3Catalan (ca)
Enginyeria de característiques
0
4English (en)
Feature engineering
0
5Spanish (es)
Creación de atributos
0
6Persian (fa)
مهندسی ویژگی
0
7French (fr)
Ingénierie des caractéristiques
0
8Hebrew (he)
הנדסת מאפיינים
0
9Japanese (ja)
特徴抽出
0
10Korean (ko)
특징 공학
0
More...

The following table shows the language versions of the article with the highest number of citations.

The highest CI

Language versions of the article "Feature engineering" with the highest Citation Index (CI)
#LanguageCI awardRelative CI
1English (en)
Feature engineering
316
2Korean (ko)
특징 공학
141
3Ukrainian (uk)
Конструювання ознак
111
4Chinese (zh)
特征工程
87
5Persian (fa)
مهندسی ویژگی
59
6Polish (pl)
Inżynieria cech
59
7Arabic (ar)
هندسة الخصائص
37
8Thai (th)
วิศวกรรมค่าแทนลักษณะ
30
9Portuguese (pt)
Engenharia de características
15
10Catalan (ca)
Enginyeria de característiques
14
More...

Scores

Estimated value for Wikipedia:
English:
Global:
Popularity in June 2025:
English:
Global:
Popularity in all years:
English:
Global:
Authors in June 2025:
English:
Global:
Registered authors in all years:
English:
Global:
Citations:
English:
Global:

Quality measures

Interwikis

#LanguageValue
arArabic
هندسة الخصائص
beBelarusian
Канструяванне прыкмет
caCatalan
Enginyeria de característiques
enEnglish
Feature engineering
esSpanish
Creación de atributos
faPersian
مهندسی ویژگی
frFrench
Ingénierie des caractéristiques
heHebrew
הנדסת מאפיינים
jaJapanese
特徴抽出
koKorean
특징 공학
plPolish
Inżynieria cech
ptPortuguese
Engenharia de características
ruRussian
Конструирование признаков
thThai
วิศวกรรมค่าแทนลักษณะ
ukUkrainian
Конструювання ознак
zhChinese
特征工程

Popularity rank trends

Best Rank English:
#43457
05.2019
Global:
#90199
04.2019

AI rank trends

Best Rank English:
#12701
06.2003
Global:
#20977
06.2003

Languages comparison

Important global interconnections (July 2024 – June 2025)

Wikipedia readers most often find their way to information on Feature engineering from Wikipedia articles about Feature learning, Convolutional neural network, Dimensionality reduction, Feature selection and Feature. Whereas reading the article about Feature engineering people most often go to Wikipedia articles on Feature learning, Supervised learning, Feature selection, Feature hashing and Principal component analysis.

Cumulative results of quality and popularity of the Wikipedia article

List of Wikipedia articles in different languages (starting with the most popular):

News from 16 March 2026

On 16 March 2026 in multilingual Wikipedia, Internet users most often read articles on the following topics: 98th Academy Awards, Michael B. Jordan, Sinners, Jessie Buckley, Paul Thomas Anderson, Sean Penn, One Battle After Another, Amy Madigan, Hamnet, Timothée Chalamet.

In English Wikipedia the most popular articles on that day were: 98th Academy Awards, Michael B. Jordan, Paul Thomas Anderson, Jessie Buckley, Sinners (2025 film), Amy Madigan, Autumn Durald Arkapaw, Maya Rudolph, Sean Penn, Academy Awards.

About WikiRank

The WikiRank project is intended for automatic relative evaluation of the articles in the various language versions of Wikipedia. At the moment the service allows to compare over 44 million Wikipedia articles in 55 languages. Quality scores of articles are based on Wikipedia dumps from July, 2025. When calculating current popularity and AI of articles data from June 2025 was taken into account. For historical values of popularity and AI WikiRank used data from 2001 to 2025... More information