Storing and Using Confidence values
fstarsinic
New Altair Community Member
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?
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?
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