Isolation Forest — Glossary

Isolation Forest

Concept

isolation_forest


Definition

Outlier detector that isolates samples with random splits — anomalies separate in few splits. Robust default for multivariate outlier detection.

Examples

Flags samples unlike any other plot.

Related terms

Outlier Detection Local Outlier Factor (LOF) DBSCAN

All terms