Rohit Jagtani

iPFI and iSAGE with categorical inputs

2

iPFI and iSAGE attribute all importance to categorical variables and return ~0 fi scores for all numerical variables. The issue can be reproduced using this code. ``` # Load imports...

Handle unseen labels in multiclass classification for PDP

1

Fixes 1. Handles unseen labels in multiclass classification for PDP 2. Added option to not update storage in PDP 3. Added is_classification flag in PDP

closes #86

Code to reproduce the issue ``` from river import metrics from river.utils import Rolling from river.ensemble import AdaptiveRandomForestClassifier from river.datasets import ImageSegments from river import preprocessing from river import compose...