Isolation Forest Simplified for Detecting Anomalies

Isolation Forest is a powerful machine learning algorithm designed for anomaly detection. Unlike traditional methods that profile normal data points, this model isolates anomalies by leveraging a unique tree-based approach. Its simplicity and effectiveness make it a preferred choice for detecting rare events in various scenarios.

This model excels in han…