Storing and Using Confidence values

fstarsinic

I've created several models that work fairly well.
They return confidence values, which are useful (because I can sort a class by confidence).
When I combine the models and use a voting classifier, the resultant confidence values are just the percentage of total votes and the granular values are gone.  I'm left with a far less granular set of confidence values, e.g., (0%,25%,50%,75%100%).

Is there a way to store the more granular values, combine them and get results that report the overall more granular confidence rather than just the vote percentage?

MartinLiebig

Hi @fstarsinic,
i think what you want to do is to use Stacking.

Cheers,
Martin