๐ฉโ๐พ Contributions by @KGBicheno at [[regularization]]
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๐ Artificial Intelligence/Introduction to AI/Week 3 - Introduction/Definitions/Regularization.md by @KGBicheno โ raw
regularization
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The penalty on a model’s complexity. Regularization helps prevent overfitting. Different kinds of regularization include:
L1 regularization
L2 regularization
dropout regularization
early stopping (this is not a formal regularization method, but can effectively limit overfitting)
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