What does regularization mean?
noun
The process of making something regular or more regular, especially in a mathematical or statistical context. In machine learning, a technique used to prevent overfitting by adding a penalty term to the loss function.
Example
"The use of regularization helped to prevent overfitting in the model and improve its generalizability."
Definition generated by AI and curated by RJS Tech Solutions LLP.