Isolation Forest is an unsupervised anomaly detection algorithm to find multivariate anomalies.

Introduction

Anomalies and outliers both reflect irregularities in the data they represent. They differ, however, in how many variables they represent with anomalies being multivariate and outliers being univariate. Identification of outliers from a single variable can be easily…

Brian Bentson

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