Definition of L1 regularization - Reverso English Dictionary

Noun

mathematics

TECH.

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

TECH.

L1 regularization helped the model ignore unimportant features in the dataset.
L1 regularization reduced overfitting in our sparse text classification model.
They compared L1 regularization with L2 to see which yielded sparser coefficients.

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Expressions with regularization

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.

View all translations of L1 regularization

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

French:régularisation L1, ...
German:L1-Regularisierung, ...
Italian:regolarizzazione L1, ...
Spanish:regularización L1, ...
Portuguese:regularização L1, ...
Chinese:L1正则化, ...
Japanese:L1正則化, ...
Arabic:تَنْظيم لام واحِد, ...
Hebrew:רִיגּוּלָרִיזַצְיַת L1, ...
Russian:L1-регуляризация, ...
Ukrainian:L1-регуляризація, ...
Hindi:एल1 नियमितीकरण, ...
Bengali:এল-ওয়ান নিয়মিতকরণ, ...
Catalan:regularització L1, ...
Czech:regularizace L1, ...
Danish:L1-regularisering, ...
Dutch:L1-regularisatie, ...
Greek:L1 κανονικοποίηση, ...
Hungarian:L1-regularizáció, ...
Khmer:វិធីសាស្ត្រធ្វើឱ្យទម្ងន់ប៉ារ៉ាម៉ែត្រតូចដោយដាក់ទណ្ឌកម្មតម្លៃដាច់ខាត, ...
Korean:L1 정규화, ...
Persian:منظم‌سازی L1, ...
Polish:regularyzacja L1, ...
Portuguese (BR):regularização L1, ...
Romanian:regularizare L1, ...
Swedish:L1-regularisering, ...
Thai:รีกูลไรเซชันแบบแอลหนึ่ง, ...
Turkish:L1 düzenlileştirme, ...
Vietnamese:L1 regularization, ...

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