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Isolation Forest performs best with 1.0 as max_samples [R]

Via r/MachineLearning
Wednesday, Sep 30, 2026 · 3:54PM
Summary

I am currently using the dataset CICIDS2017 to train an Isolation Forest model for anomaly detection, I am currently using a split that consists of 70% of ONLY BENIGN traffic for training, 15% BENIGN and 50% attacks for validation and the rest for testing, I used the validation to test with some dif

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