Regularization, Overfitting, Dropout Regularization, Early Stopping, Elastic Net.
regularization L2 regularization, or Ridge regularization, adds a term to the cost function that is proportional to the square of the weight coefficients: This term tends to shrink all of the weight coefficients, but unlike L1 regularization, it does not set any weight coefficients to zero. Elastic