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Smote ratio failed to run
Hey Will ,
replace
sm = SMOTE(ratio='minority', random_state=7)
with sm = SMOTE(sampling_strategy='minority', random_state=7)
as failed to run
Undersampling in test data
You are Undersampling the test data, in order to test the model in real world scenario you should test the model with data's real distribution.
Check this answer for more information. https://datascience.stackexchange.com/questions/17873/imbalanced-dataset-how-to-deal-with-test-data
Can you please recreate the confusion matrix with the correct configuration?
Thank for the post, Really usefull
typo in the last step"Amazon Forecast"
under section "Next Steps" there is typo "Amazon Forecast"
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