How the Lambda hyperparameter actually controls your model
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YouTubeAIHighschool
How the Lambda hyperparameter actually controls your model
Think of L2 regularization as a circle constraint pulling your model's weights toward the origin. The mastermind behind this is Lambda! A massive lambda shrinks the circle, forcing the model to trust our prior beliefs. A tiny lambda lets the weights run wild to chase the training data. Watch to see how this simple hyperparameter balances the ...
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