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scikit-learn-contrib / DESlib

A Python library for dynamic classifier and ensemble selection
BSD 3-Clause "New" or "Revised" License
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Calibration predict_proba #163

Closed lachhebo closed 5 years ago

lachhebo commented 5 years ago

Hello,

Let say one uses several Random forest models with DESClustering, then he uses predict proba.

Does the probability estimates between the estimators are calibrated ? If no, we need to do it before fitting them to the DesClustering model ?

Menelau commented 5 years ago

Hello,

The probability estimates are not calibrated inside the model, they need to be calibrated before.

lachhebo commented 5 years ago

Okay, thank you.