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Regularization শব্দের বাংলা অর্থ: নিয়মিতকরণ
Regularization Meaning In Bengali নিয়মিতকরণ
Regularization
নিয়ামন, নিয়মিতকরণ,
Definition
1) the condition of having been made regular (or more regular)
2) the act of bringing to uniformity; making regular
Examples
Regularization Example in a sentence
1) Regularization helps prevent overfitting in machine learning models.
2) The process of regularization fine-tunes parameters to improve model performance.
3) By adding regularization terms to the loss function, the model becomes more robust.
4) L1 and L2 regularization are common techniques used to control model complexity.
5) Regularization penalizes large weights to avoid extreme values.
6) The goal of regularization is to strike a balance between bias and variance.
7) Too much regularization can lead to underfitting of the model.
8) Cross-validation helps to select the optimal regularization parameter.
9) Regularization is essential for improving the generalization of models.
10) Neural networks often employ dropout as a form of regularization.
Part of Speech
Regularization (Noun)
Bangla Academy Dictionary
Encyclopedia
the condition of having been made regular (or more regular)
the act of bringing to uniformity; making regular
