Logistic Regression, Stochastic Gradient, Regularization.
which can easily inflate the importance of the variable. There needs to be a mechanism to prevent w from exploding to ∞. Enter regularization !!! There are two most commonly used regularizations L1 and L2. L1 simply means absolute value and L2 refers to euclidean norm or squared values. Logistic