how to silence sklearn warning on _logistic regression

0
votes

Regression didn't work because data don't correlate. I understand I could increase the number of iterations.

However, in this case I don't want to see the following warning:

lib/python3.7/site-packages/sklearn/linear_model/_logistic.py:939: 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

1
scikit-learnregressionwarningslogistic-regression

1 Answers

0
votes

Use the following code to shut down warnings:

from warnings import simplefilter

# ignore all warnings
simplefilter(action='ignore')

see also here