DL4CV Class 08/12/2022

Learning Task

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Linear Regression Example:

To minimize MSEtrain, we can simply solve for where its gradient is 0:

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The equation 5.16, is not linear, but the search space is linear yet.

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Loss function

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Hyperparameter: parámetro que me permite controlar la optimización, y se ajusta con los valores de validación. La capacidad del modelo tambien pode ser un hiperparametro.

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Cross-Validation

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Folds: Números de intentos. (K-folds)

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