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Overfitting and Regularization Chapters 11 and 12 on amlbook

Overfitting and Regularization Chapters 11 and 12 on amlbook.com. Over-fitting easy to recognize in 1D Parabolic target function 4 th order hypothesis 5 data points -> E in = 0. Origin of over-fitting can be analyzed in 1D: Bias/variance dilemma. Over-fitting easy to avoid in 1D:

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Overfitting and Regularization Chapters 11 and 12 on amlbook