InsideForestMulticlassClassifier (deprecated)

Use InsideForestClassRegionClusterer in new code. This compatibility alias emits FutureWarning, exists to migrate serialized models and older imports, and is scheduled for removal in 0.5.0.

from InsideForest import InsideForestClassRegionClusterer

model = InsideForestClassRegionClusterer(...).fit(X, y)
cluster_ids = model.predict(X_new)
assignments = model.assign_regions(X_new)

The canonical estimator performs supervised region clustering: it does not predict classes, expose predict_proba, or fall back to the forest. Use regions_for_class, ambiguous_regions, and class_coverage_report for class-aware analysis.