InsideForestClassifier (deprecated)

Use InsideForestRegionClusterer in new code. This compatibility class emits FutureWarning, exists only to load or migrate historical workflows, and is scheduled for removal in 0.5.0.

The compatibility alias keeps its former forest-accuracy score. The canonical clusterer instead returns region IDs from predict, explicit -1 for unmatched rows, and AMI from score.

# Migration
from InsideForest import InsideForestRegionClusterer

model = InsideForestRegionClusterer(...).fit(X, y)
cluster_ids = model.predict(X_new)
details = model.assign_regions(X_new)

Do not use this page as a new classification workflow. InsideForest region clusterers do not expose class prediction or predict_proba.