L2 regularization

ˌɛl ˈtuː ˌrɛɡjələraɪˈzeɪʃən
Translation Definition
NEW

Translation of L2 regularization from English into Spanish

Noun

mathematics

TECH.
method that adds squared weight penalty to training loss to reduce overfitting
TECH.
regularización L2 penalización L2
  • L2 regularization helped the model generalize better on the test data.La regularización L2 ayudó a que el modelo generalizara mejor en los datos de prueba.
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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.

Translations of "L2 regularization" in Context ordered by category and frequency

regularización L2

Click the dropdown arrow to learn about L2 regularization and learning rate.

Haz clic aquí para obtener información sobre la regularización L2 y la tasa de aprendizaje.

If we train this model with L2 regularization, what will happen to the weights for these two features?

Si entrenamos este modelo con la regularización L2, ¿qué sucederá con las ponderaciones para esos dos atributos?

Yes, L2 regularization encourages weights to be near 0.0, but not exactly 0.0.

Sí, la regularización L2 hará que las ponderaciones sean casi 0.0, pero no exactamente 0.0.

L2 regularization (aka L2 weight decay) - penalizes huge weights.

Regularización L2 (o reducción de las ponderaciones L2): Penaliza las ponderaciones grandes.

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L2 regularization: Examples and translations in context

So, even if one weight started to drop faster than the other, L2 regularization would tend to force the bigger weight to drop more quickly than the smaller weight.

Entonces, incluso si una ponderación comenzara a reducirse más rápido que la otra, la regularización L2 tendería a forzar a la ponderación más grande a que se reduzca más rápido que la más pequeña.

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