regularization

ˌrɛɡjələrɪˈzeɪʃən

Definition of regularization - Reverso English Dictionary

Noun

make uniform

making something follow a standard or become uniform

Regularization of procedures improved efficiency.

standardization

uniformization

mathematics

TECH.

process to simplify results in complex problems

TECH.

Regularization helps prevent overfitting in machine learning models.

normalization

simplification

streamlining

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Expressions with regularization

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L1 regularization

method in models adding an absolute-value penalty to shrink parameter weights

L1 regularization helped the model ignore unimportant features in the dataset.

L2 regularization

method that adds squared weight penalty to training loss to reduce overfitting

L2 regularization helped the model generalize better on the test data.

Origin of regularization

Latin, regularis (rule) + -ation (action)

Examples of regularization in a sentence

Regularization helped standardize the forms.
Regularization techniques are crucial in data analysis.
The algorithm uses regularization to improve accuracy.

View all translations of regularization

✨Click below to see the appropriate translations facing each meaning.

French:régularisation, procédé de régularisation, ...
German:Vereinheitlichung, Regularisierung, ...
Italian:regolarizzazione, ...
Spanish:regularización, ...
Portuguese:regularização, ajuste de resultados, ...
Chinese:规范化, 正则化, ...
Japanese:標準化, レギュラリゼーション, ...
Arabic:توحيد, تَسْوِيَة, ...
Hebrew:אֲחִידוּת, רֶגוּלָרִיזַצְיָה, ...
Russian:регуляризация, ...
Ukrainian:стандартизація, спрощення, ...
Hindi:मानकीकरण, सरलीकरण, ...
Bengali:একরূপীকরণ, ...
Catalan:regularització, ...
Czech:standardizace, regularizace, ...
Danish:ensretning, regulering, ...
Dutch:regularisatie, vereenvoudiging, ...
Greek:ομοιομορφοποίηση, ...
Hungarian:szabványosítás, regularizáció, ...
Khmer:ការធ្វើឱ្យមានស្តង់ដារ, ការធ្វើឲ្យមានលក្ខណៈទៀងទាត់, ...
Korean:표준화, 정규화, ...
Persian:یکنواخت‌سازی, نظم‌دهی, ...
Polish:regularyzacja, regularizacja, ...
Portuguese (BR):regularização, ...
Romanian:uniformizare, regularizare, ...
Swedish:reglering, regularisering, ...
Thai:การทำให้เป็นมาตรฐาน, การทำให้เป็นปกติ, ...
Turkish:düzenleme, regülerizasyon, ...
Vietnamese:chuẩn hóa, quá trình đơn giản hóa, ...

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