Explaining Anomalies with Isolation Forest and SHAP | Python Tutorial
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Explaining Anomalies with Isolation Forest and SHAP | Python Tutorial
In this video, we dive deep into the world of anomaly detection with a focus on the Isolation Forest algorithm. Isolation Forest is a powerful machine learning model for identifying outliers in high-dimensional data, but understanding why an anomaly is detected can be a challenge. That's where SHAP (SHapley Additive exPlanations) comes in. We ...
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Isolation Forest Tutorial
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