## How To Solve Logistic Regression Not Converging in Scikit-Learn

When using the Scikit-Learn library, you might encounter a situation where your logistic regression model does not converge. You may get a warning message similar to this: ConvergenceWarning: lbfgs failed to converge (status=1): STOP: TOTAL NO. of ITERATIONS REACHED LIMIT. Increase the number of iterations (max_iter) or scale the data as shown in: https://scikit-learn.org/stable/modules/preprocessing.html Please also refer to the documentation for alternative solver options: https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression n_iter_i = _check_optimize_result( This article aims to help you understand why this happens and how to resolve it....