Regularization, Overfitting, Dropout Regularization, Early Stopping, Elastic Net.
regularization. As example we take a linear regression model with independent variables x₁ and x₂, and dependent variable y. The model can be represented by the following equation: We want to determine the weights: w₁, w₂ and b. The cost function is equal to the mean squared error, which we want to