regularization

regülarizasyon, kurallaştırma, düzenli hâle getirme

the process of applying rules or methods to make something regular or to control overfitting in statistical models

The model's performance improved after regularization was applied.

• Researchers often compare different regularization methods in experiments.
• In statistics, regularization helps to stabilize estimates when data are scarce.
• Advanced textbooks discuss regularization as a key concept in machine learning theory.
• The conference presentation highlighted novel regularization approaches for deep neural networks.

• regularization technique · düzenleme tekniği The researcher used a regularization technique to improve the model's generalization.
• L2 regularization · L2 düzenleme L2 regularization adds a penalty proportional to the square of the coefficients.
• apply regularization to sth We apply regularization to the neural network to prevent overfitting.

sb: birisi · sth: bir şey