Logistic Regression, Stochastic Gradient, Regularization.
points. Thus, to get the average we need to multiply the loss by 1/n where n refers to the total number of datapoints. Average Log loss with L1 regularization: Average Log loss with L2 regularization: Now, instead of using λ/n we can use λ/2n. Since its a constant it has no impact on the