Understanding isolation forest technique for anomaly detection

What are anomalies?
In a dataset, anomalies are a set of data points that are characteristically different from the normal data points.

The idea behind isolation forest — Since anomalies are few and different from the normal data points if we make random partitions on a data set the chances are that the anomalous points will…