Definition of L2 regularization - Reverso English Dictionary

Noun

mathematics

TECH.

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

TECH.

L2 regularization helped the model generalize better on the test data.
Without L2 regularization, the neural network quickly overfit the small dataset.
They tuned the strength of L2 regularization using cross-validation.

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Expressions with regularization

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.

View all translations of L2 regularization

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

French:régularisation L2, ...
German:L2-Regularisierung, ...
Italian:regolarizzazione L2, ...
Spanish:regularización L2, ...
Portuguese:regularização L2, ...
Chinese:L2 正则化, ...
Japanese:L2正則化, ...
Arabic:طريقة إحصائية لتقييد أوزان النموذج باستخدام مجموع مربعاتها, ...
Hebrew:רֶגוּלָרִיזַצְיַת L2, ...
Russian:L2-регуляризация, ...
Ukrainian:L2-регуляризація, ...
Hindi:एल 2 नियमितीकरण, ...
Bengali:এল২ নিয়মিতকরণ, ...
Catalan:regularització L2, ...
Czech:L2 regularizace, ...
Danish:L2-regularisering, ...
Dutch:L2-regularisatie, ...
Greek:L2 κανονικοποίηση, ...
Hungarian:L2-regularizáció, ...
Khmer:ការធ្វើឱ្យទៀងទាត់ អិលពីរ, ...
Korean:L2 정규화, ...
Persian:رگولاریزاسیون L2, ...
Polish:regularyzacja L2, ...
Portuguese (BR):regularização L2, ...
Romanian:regularizare L2, ...
Swedish:L2-regularisering, ...
Thai:การทำโทษแบบ L2, ...
Turkish:L2 düzenlileştirme, ...
Vietnamese:chuẩn L2, ...

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