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regularization

/ˌrɛgələzərˈeɪʃən/ /ˌrɛgjʊləraɪˈzeɪʃən/
noun
GeneralTechnology
  1. 1 düzenlileştirme
  2. 2 regülarizasyon

Definition (English)

  1. A technique in machine learning to prevent overfitting by adding a penalty to the model's complexity.
  2. A process that simplifies results or prevents overfitting in models.

Example Sentences

  1. L2 regularization helps prevent overfitting.
    L2 düzenlileştirmesi aşırı öğrenmeyi önlemeye yardımcı olur.
  2. We applied regularization to the model.
    Modele düzenlileştirme uyguladık.

Synonyms

regularisationnormalizationstandardizationpenalizationconstraintadjustment

Collocations

regularization techniqueapply regularizationregularization parameterregularization termregularization methodregularization strength

Related Words

machine learningoverfittingmodeltrainingalgorithmvalidation