predict_proba method

[Zeyu-Shen]

The predict_proba method of logistic regression (and I think maybe for all models) simply outputs 1 for the predicted label and 0 otherwise.

[naoise-h]

Hi there,

It seems that the logistic regression model does indeed give a binary 0 or 1 output when using predict_proba in some instances, however there are occasions when a more granular output is produced (in the cases I have considered, this happens for large epsilon). This will require further investigation. If you have any code examples you can share, that would be helpful.