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. 2021 Aug 4;16(8):e0254340. doi: 10.1371/journal.pone.0254340

Table 6. The true positive and false positive rates of the anomaly detection algorithms.

The results represent experiments on a single real-life dataset. The proposed method (NewAlgo) produces the best overall results.

Naive RobustCov IsoForest LOF NewAlgo
TPR 0.67 0.33 0.33 0.67 1
FPR 0.06 0.08 0.08 0.06 0.04