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kruzer1138
need help ! , while i am trying to fit the model and score i am getting the below error.
Data · 12 Jul 2021, 05:42 · 6

/usr/local/lib/python3.7/dist-packages/sklearn/linear_model/_logistic.py:940: ConvergenceWarning: lbfgs failed to converge (status=1): STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

I am getting the above error, here is my notebook . please suggest. i am stuck in this project for so long time.

https://colab.research.google.com/drive/1qgRBJvZ3Dw4fqRHyGsJcrp_QfYSTuaMK?usp=sharing

Discussion 6 answers
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SohailAbrarKhan
12 Jul 2021, 06:27

https://stackoverflow.com/questions/62658215/convergencewarning-lbfgs-failed-to-converge-status-1-stop-total-no-of-iter

Your solution is here

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kruzer1138
12 Jul 2021, 10:12replied to SohailAbrarKhan

thanks a lot ! it really helped.

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mosrihari
12 Jul 2021, 06:29

Hi Kruzer1138,

This is not an error. This is warning from Logistic Regression that your model is not good enough for the given data points. Try working on normalization/ scaling and many different techniques to feed to your model. You can also use some advanced boosting models as well to better fit the data.

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kruzer1138
12 Jul 2021, 10:12replied to mosrihari

thanks a lot , it helped

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kolatimiDave
12 Jul 2021, 09:09

You should try increasing the max_iter

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