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Anomaly Detection on aloi ADBench

14.91F1 ScoreFeatureBagging
-0.59643.42937.45511.4807May 29, 2023
Updated 5mo ago

Evaluation results

MethodLinks
FeatureBaggingsetting=unsupervised2023.0514.91
LOFsetting=unsupervised2023.0513.83
GANomalylearning_setting=semi-supervised, seeds=52023.059.35
FeatureBagginglearning_setting=semi-supervised, seeds=52023.058.93
DTE-NPsetting=unsupervised2023.058.82
LOFlearning_setting=semi-supervised, seeds=52023.058.16
ICLsetting=unsupervised2023.057.69
PCAlearning_setting=semi-supervised, seeds=52023.057.63
VAElearning_setting=semi-supervised, seeds=52023.057.63
HBOSlearning_setting=semi-supervised, seeds=52023.057.43
OCSVMlearning_setting=semi-supervised, seeds=52023.057.29
kNNsetting=unsupervised2023.057
DDPMlearning_setting=semi-supervised, seeds=52023.056.76
CBLOFlearning_setting=semi-supervised, seeds=52023.056.74
LODAlearning_setting=semi-supervised, seeds=52023.056.6
GANomalysetting=unsupervised2023.056.42
DAGMMlearning_setting=semi-supervised, seeds=52023.055.98
kNNlearning_setting=semi-supervised, seeds=52023.055.9
DTE Non-Parametriclearning_setting=semi-supervised, seeds=52023.055.82
GOADlearning_setting=semi-supervised, seeds=52023.055.73
DTE-IGsetting=unsupervised2023.055.37
SLADlearning_setting=semi-supervised, seeds=52023.055.32
DeepSVDDlearning_setting=semi-supervised, seeds=52023.055.17
DTE Inverse Gammalearning_setting=semi-supervised, seeds=52023.055.12
ICLlearning_setting=semi-supervised, seeds=52023.054.91
SLADsetting=unsupervised2023.054.85
DDPMsetting=unsupervised2023.054.64
OCSVMsetting=unsupervised2023.054.6
COPODlearning_setting=semi-supervised, seeds=52023.054.58
PCAsetting=unsupervised2023.054.58
VAEsetting=unsupervised2023.054.51
DTE-Csetting=unsupervised2023.054.48
CBLOFsetting=unsupervised2023.054.46
ECODlearning_setting=semi-supervised, seeds=52023.054.44
LODAsetting=unsupervised2023.054.4
IForestlearning_setting=semi-supervised, seeds=52023.054.2
DTE Categoricallearning_setting=semi-supervised, seeds=52023.054.2
HBOSsetting=unsupervised2023.054.08
DIFlearning_setting=semi-supervised, seeds=52023.053.91
PlanarFlowlearning_setting=semi-supervised, seeds=52023.053.83
DAGMMsetting=unsupervised2023.053.75
DeepSVDDsetting=unsupervised2023.053.74
GOADsetting=unsupervised2023.053.62
IForestsetting=unsupervised2023.053.45
MCDlearning_setting=semi-supervised, seeds=52023.053.41
PlanarFlowsetting=unsupervised2023.053.41
DIFsetting=unsupervised2023.053.04
ECODsetting=unsupervised2023.052.64
MCDsetting=unsupervised2023.052.4
COPODsetting=unsupervised2023.052.39
DROCClearning_setting=semi-supervised, seeds=52023.050
DROCCsetting=unsupervised2023.050