ConvergenceWarning: Liblinear failed to converge, increase the number of iterations

Question

Running the code of linear binary pattern for Adrian. This program runs but gives the following warning:

C:\\Python27\\lib\\site-packages\\sklearn\\svm\\bas         


        

Answer 1

Explicitly specifying the max_iter resolves the warning as the default max_iter is 100. [For Logistic Regression].

 logreg = LogisticRegression(max_iter=1000)