What is regularization technique and when and why is it use

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Reference no: EM133361790

Questions: Answer the following question.

What is regularization technique and when and why is it use?
Can you explain the how dropout and l2 regularization works in feedforward neural network and logistic regression classifier?
Write down the loss function equation, including l2 regularization for the logistic regression and multiclass (> 2 class) feedforward neural network classifier. Then, show the detailed calculation of the derivative of these loss functions and the final derivatives.

Reference no: EM133361790

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