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Time-series Anomaly Detection on 6 Sensor Datasets (TEP, SMD, PSM, MSL)

0.016P-ValuePCA-Triage
0.013520.030260.0470.06374Apr 6, 2026

Evaluation results

MethodLinks
PCA-TriageBaseline Method=Threshold, Bandwidth=50%, Evaluation Protocol=Holm-corrected Wilcoxon one-sided tests2026.040.016—61
PCA-TriageBaseline Method=Variance, Bandwidth=50%, Evaluation Protocol=Holm-corrected Wilcoxon one-sided tests2026.040.031—50.91
PCA-TriageBaseline Method=Uniform, Bandwidth=50%, Evaluation Protocol=Holm-corrected Wilcoxon one-sided tests2026.040.047—50.81
PCA-TriageBaseline Method=Rand. Drop, Bandwidth=50%, Evaluation Protocol=Holm-corrected Wilcoxon one-sided tests2026.040.078—50.71