Multinomial logistic regression

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Multinomial logistic regression

Quality:

Multinomial logistic regression - regression for more than two discrete outcomes. Article “Multinomial logistic regression” in English Wikipedia has 35.2 points for quality (as of July 1, 2025). The article contains 11 references and 14 sections. The article also contains templates indicating quality issues, therefore its score was reduced by 1.86 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 “Multinomial logistic regression”, its content was written by 70 registered users of English Wikipedia and edited by 100 registered Wikipedia users in all languages.

The article is cited 137 times in English Wikipedia and cited 162 times in all languages.

The highest Authors Interest rank from 2001:

  • Local (English): #100874 in June 2014
  • Global: #155290 in August 2023

The highest popularity rank from 2008:

  • Local (English): #38278 in April 2015
  • Global: #76810 in April 2015

There are 7 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)
Multinomial logistic regression
35.2469
2Estonian (et)
Multinomiaalne logistiline regressioon
24.0361
3German (de)
Multinomiale logistische Regression
20.8633
4Catalan (ca)
Regressió logística multinomial
16.8376
5Spanish (es)
Regresión logística multinomial
14.3334
6Persian (fa)
رگرسیون لجستیک چندجمله‌ای
12.1521
7Polish (pl)
Wielomianowa regresja logistyczna
10.8896
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 "Multinomial logistic regression" in all the time
#LanguagePopularity awardRelative popularity
1English (en)
Multinomial logistic regression
2 671 319
2German (de)
Multinomiale logistische Regression
111 700
3Spanish (es)
Regresión logística multinomial
82 147
4Estonian (et)
Multinomiaalne logistiline regressioon
1 180
5Polish (pl)
Wielomianowa regresja logistyczna
833
6Catalan (ca)
Regressió logística multinomial
197
7Persian (fa)
رگرسیون لجستیک چندجمله‌ای
176
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 "Multinomial logistic regression" in June 2025
#LanguagePopularity awardRelative popularity
1English (en)
Multinomial logistic regression
6 625
2German (de)
Multinomiale logistische Regression
325
3Spanish (es)
Regresión logística multinomial
176
4Polish (pl)
Wielomianowa regresja logistyczna
93
5Estonian (et)
Multinomiaalne logistiline regressioon
8
6Catalan (ca)
Regressió logística multinomial
7
7Persian (fa)
رگرسیون لجستیک چندجمله‌ای
3
More...

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

The highest AI

Language versions of the article "Multinomial logistic regression" with the highest Authors Interest (number of authors). Only registered Wikipedia users were taken into account.
#LanguageAI awardRelative AI
1English (en)
Multinomial logistic regression
70
2German (de)
Multinomiale logistische Regression
19
3Spanish (es)
Regresión logística multinomial
4
4Estonian (et)
Multinomiaalne logistiline regressioon
3
5Polish (pl)
Wielomianowa regresja logistyczna
2
6Catalan (ca)
Regressió logística multinomial
1
7Persian (fa)
رگرسیون لجستیک چندجمله‌ای
1
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 "Multinomial logistic regression" with the highest AI in June 2025
#LanguageAI awardRelative AI
1Catalan (ca)
Regressió logística multinomial
0
2German (de)
Multinomiale logistische Regression
0
3English (en)
Multinomial logistic regression
0
4Spanish (es)
Regresión logística multinomial
0
5Estonian (et)
Multinomiaalne logistiline regressioon
0
6Persian (fa)
رگرسیون لجستیک چندجمله‌ای
0
7Polish (pl)
Wielomianowa regresja logistyczna
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 "Multinomial logistic regression" with the highest Citation Index (CI)
#LanguageCI awardRelative CI
1English (en)
Multinomial logistic regression
137
2German (de)
Multinomiale logistische Regression
13
3Catalan (ca)
Regressió logística multinomial
4
4Spanish (es)
Regresión logística multinomial
4
5Polish (pl)
Wielomianowa regresja logistyczna
2
6Estonian (et)
Multinomiaalne logistiline regressioon
1
7Persian (fa)
رگرسیون لجستیک چندجمله‌ای
1
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
caCatalan
Regressió logística multinomial
deGerman
Multinomiale logistische Regression
enEnglish
Multinomial logistic regression
esSpanish
Regresión logística multinomial
etEstonian
Multinomiaalne logistiline regressioon
faPersian
رگرسیون لجستیک چندجمله‌ای
plPolish
Wielomianowa regresja logistyczna

Popularity rank trends

Best Rank English:
#38278
04.2015
Global:
#76810
04.2015

AI rank trends

Best Rank English:
#100874
06.2014
Global:
#155290
08.2023

Languages comparison

Important global interconnections (July 2024 – June 2025)

Wikipedia readers most often find their way to information on Multinomial logistic regression from Wikipedia articles about Logistic regression model, Softmax function, Ordered logit, Principle of maximum entropy and Multiclass classification. Whereas reading the article about Multinomial logistic regression people most often go to Wikipedia articles on Logistic regression model, Multinomial probit, Softmax function, Independence of irrelevant alternatives and Discrete choice.

Cumulative results of quality and popularity of the Wikipedia article

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

News from 28 January 2026

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In English Wikipedia the most popular articles on that day were: Ajit Pawar, Border 2, Sharad Pawar, Killing of Alex Pretti, Ilhan Omar, Sunetra Pawar, Todd Monken, Kristi Noem, Wonder Man (miniseries), Gregory Bovino.

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