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YouTubemeanxai
[MXML-8-09] Random Forest - [9]: Isolation Forest (iForest)
In this lecture, we explore Isolation Forest (iForest), a widely used unsupervised anomaly detection algorithm, and compare it with the Random Forest proximity matrix method introduced in the previous lecture. We explain the core idea of Isolation Trees, path length, and anomaly scores, and discuss the original Isolation Forest algorithms ...
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