Local Outlier Factor (LOF) — Glossary

Local Outlier Factor (LOF)

Concept

lof

Definition

Outlier detector comparing each sample's local density to its neighbours — points in sparse regions score as outliers.

Examples

Flags a plot isolated from its neighbours.

Related terms

Outlier Detection Isolation Forest

All terms