L2 regularization

ˌɛl ˈtuː ˌrɛɡjələraɪˈzeɪʃən
Translation Definition
NEW

Translation of L2 regularization into Russian

Noun

mathematics

TECH.
method that adds squared weight penalty to training loss to reduce overfitting
TECH.
L2-регуляризация L2-нормовая регуляризация регуляризация по L2-норме
  • L2 regularization helped the model generalize better on the test data.L2-регуляризация помогла модели лучше обобщать на тестовых данных.
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Synonyms and analogies of L2 regularization in English

Examples of L2 regularization in a sentence

  • They tuned the strength of L2 regularization using cross-validation.

L2 regularization: Examples and translations in context

I kept a spreadsheet log of all the hyperparameters (different aspects of the network that can be tweaked, such as learning rate, L2 regularization, and number of epochs run).

Я вела электронную таблицу со всеми гиперпараметрами (различные аспекты сети, которые можно настроить, такие как скорость обучения, регуляризация L2 и количество запусков).

What is the difference between L1 and L2 regularization?

В чем разница между регуляцией L1 и L2?

These are L1 and L2 regularization.

Обычно выделяют L1 и L2 регуляризации.

L2 regularization is the most common form of regularization.

L2-регуляризация, вероятно, является наиболее распространенным методом регуляризации.

Different regularization - penalizing the weights so that they do not become too large is a common technique to avoid overfitting, and I tried several different L2-regularization weights.

Различная регуляризация: отбраковка весов, чтобы они не становились слишком большими, - распространённая практика избежания переобучения; я перебрал несколько весов L2-регуляризации.

We will also discuss the theory and the code for L1 and L2-regularization.

Мы также рассмотрим теорию и код для L1 и...

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