regularization
/ˌrɛɡjələrəˈzeɪʃən/
noun
- The process of making something normal, standard, or officially accepted.
- Many immigrants hope for the regularization of their legal status.
- The regularization of the company's hiring process made it fairer for everyone.
- The regularization of the spelling system helped students learn more easily.
- In mathematics or computing, a technique used to prevent overfitting or to make a model simpler and more general.
- The data scientist applied regularization to improve the accuracy of the model.
- Regularization helps avoid errors when the algorithm learns from too much noise.
- In machine learning, L2 regularization is a common method to reduce complexity.
Antonyms