List your company
ResearchFormerly WizWand

Fault Detection on TEP

96.6F1 ScoreThreshold
43.97657.63871.384.962Apr 6, 2026
Updated 6mo ago

Evaluation results

MethodLinks
ThresholdBandwidth budget=60%, Scoring=Base PCA, Averaging=3-seed mean2026.0496.6
ThresholdBandwidth budget=70%, Scoring=Base PCA, Averaging=3-seed mean2026.0496.6
ThresholdBandwidth budget=90%, Scoring=Base PCA, Averaging=3-seed mean2026.0496.6
PCA-TriageBandwidth budget=60%, Scoring=Base PCA, Averaging=3-seed mean2026.0496.3
PCA-TriageBandwidth budget=70%, Scoring=Base PCA, Averaging=3-seed mean2026.0496.3
PCA-TriageBandwidth budget=90%, Scoring=Base PCA, Averaging=3-seed mean2026.0496.3
PCA-TriageBandwidth budget=50%, Scoring=Base PCA, Averaging=3-seed mean2026.0496.1
VarianceBandwidth budget=70%, Scoring=Base PCA, Averaging=3-seed mean2026.0496.1
VarianceBandwidth budget=90%, Scoring=Base PCA, Averaging=3-seed mean2026.0496.1
PCA-TriageBandwidth=50%, Classifier=RF n=100, Interpolation method=Forward-fill, Tuning protocol=No per-dataset tuning, Number of seeds=52026.0496.1
VarianceBandwidth budget=60%, Scoring=Base PCA, Averaging=3-seed mean2026.0495.9
ThresholdBandwidth budget=50%, Scoring=Base PCA, Averaging=3-seed mean2026.0495.8
ThresholdBandwidth=50%, Classifier=RF n=100, Interpolation method=Forward-fill, Tuning protocol=No per-dataset tuning, Number of seeds=52026.0495.8
UniformBandwidth budget=90%, Scoring=Base PCA, Averaging=3-seed mean2026.0495
VarianceBandwidth budget=50%, Scoring=Base PCA, Averaging=3-seed mean2026.0494.8
VarianceBandwidth=50%, Classifier=RF n=100, Interpolation method=Forward-fill, Tuning protocol=No per-dataset tuning, Number of seeds=52026.0494.8
PCA-TriageBandwidth budget=40%, Scoring=Base PCA, Averaging=3-seed mean2026.0494.3
ThresholdBandwidth budget=40%, Scoring=Base PCA, Averaging=3-seed mean2026.0493.5
UniformBandwidth budget=70%, Scoring=Base PCA, Averaging=3-seed mean2026.0493.3
VarianceBandwidth budget=40%, Scoring=Base PCA, Averaging=3-seed mean2026.0492.7
UniformBandwidth budget=60%, Scoring=Base PCA, Averaging=3-seed mean2026.0492.7
PCA-TriageBandwidth budget=30%, Scoring=Base PCA, Averaging=3-seed mean2026.0492.4
UniformBandwidth budget=50%, Scoring=Base PCA, Averaging=3-seed mean2026.0492.4
Random DropoutBandwidth budget=90%, Scoring=Base PCA, Averaging=3-seed mean2026.0492.4
UniformBandwidth=50%, Classifier=RF n=100, Interpolation method=Forward-fill, Tuning protocol=No per-dataset tuning, Number of seeds=52026.0492.4
UniformBandwidth budget=10%, Scoring=Base PCA, Averaging=3-seed mean2026.0492
ThresholdBandwidth budget=30%, Scoring=Base PCA, Averaging=3-seed mean2026.0492
UniformBandwidth budget=40%, Scoring=Base PCA, Averaging=3-seed mean2026.0491.9
UniformBandwidth budget=20%, Scoring=Base PCA, Averaging=3-seed mean2026.0491.8
UniformBandwidth budget=30%, Scoring=Base PCA, Averaging=3-seed mean2026.0491.8
ThresholdBandwidth budget=20%, Scoring=Base PCA, Averaging=3-seed mean2026.0491.7
VarianceBandwidth budget=30%, Scoring=Base PCA, Averaging=3-seed mean2026.0491.7
PCA-TriageBandwidth budget=20%, Scoring=Base PCA, Averaging=3-seed mean2026.0491.5
ThresholdBandwidth budget=10%, Scoring=Base PCA, Averaging=3-seed mean2026.0491.4
Mutual InfoBandwidth=50%, Classifier=RF n=100, Interpolation method=Forward-fill, Tuning protocol=No per-dataset tuning, Number of seeds=52026.0491.4
VarianceBandwidth budget=20%, Scoring=Base PCA, Averaging=3-seed mean2026.0491.2
VarianceBandwidth budget=10%, Scoring=Base PCA, Averaging=3-seed mean2026.0490.9
PCA-TriageBandwidth budget=10%, Scoring=Base PCA, Averaging=3-seed mean2026.0490.8
Random DropoutBandwidth budget=70%, Scoring=Base PCA, Averaging=3-seed mean2026.0486.3
Random DropoutBandwidth budget=60%, Scoring=Base PCA, Averaging=3-seed mean2026.0482
Random DropoutBandwidth budget=50%, Scoring=Base PCA, Averaging=3-seed mean2026.0478.8
Random DropoutBandwidth=50%, Classifier=RF n=100, Interpolation method=Forward-fill, Tuning protocol=No per-dataset tuning, Number of seeds=52026.0478.8
Random DropoutBandwidth budget=40%, Scoring=Base PCA, Averaging=3-seed mean2026.0473.2
Random DropoutBandwidth budget=30%, Scoring=Base PCA, Averaging=3-seed mean2026.0467.5
Random DropoutBandwidth budget=20%, Scoring=Base PCA, Averaging=3-seed mean2026.0459.1
Random DropoutBandwidth budget=10%, Scoring=Base PCA, Averaging=3-seed mean2026.0446