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Glossary: Unsupervised Learning

Isolation Forest

Also written: IsolationForest

Anomaly detection that builds many random trees and scores each row by how few random splits isolate it, so odd rows score high. It needs no scaling.

Where the book teaches it

Related terms

contaminationLocal Outlier Factor (LOF)anomaly