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Tags: explainability* + data science* + shap* + isolation forest*

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1. Explaining Anomalies with Isolation Forest and SHAP

   This article explores the use of Isolation Forest for anomaly detection and how SHAP (KernelSHAP and TreeSHAP) can be applied to explain the anomalies detected, providing insights into which features contribute to anomaly scores.

   2024-09-30 Tags: isolation forest, shap, anomaly detection, explainability, data science by klotz

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