How can I print the probability for each class when I am using the soft-voting classifier?
I have tried to print the probability for each class by soft-voting using Python, but I couldn't.
Asked
Active
Viewed 42 times
-1
-
Are you using scikit-learn? – Kartoos Oct 26 '22 at 20:01
-
yes I using scikit-learn – r h Oct 26 '22 at 20:25
-
1Please provide enough code so others can better understand or reproduce the problem. – Community Oct 26 '22 at 20:49
-
1Please *clarify in the question* (not in the comments) - which soft classifier from which library (and edit also the tags accordingly). – desertnaut Oct 26 '22 at 21:42
1 Answers
0
If you are using scikit-learn you can use predict_proba
pred_proba = eclf.predict_proba(X)
Here eclf is your Voting classifier and will return Weighted average probability for each class per sample.
pred_proba[0] will contain list of probabilities per class for first sample, and pred_proba[1] will contain list of probabilites per class for second sample and so on..
Kartoos
- 737
- 1
- 8
- 24
-
Here is difference between [predict and predict_proba](https://stackoverflow.com/questions/61184906/difference-between-predict-vs-predict-proba-in-scikit-learn) which might be helpful – Kartoos Oct 26 '22 at 20:30