Anomaly Detection on aloi ADBench
14.91F1 ScoreFeatureBagging
Evaluation Results
| Method | Links | |
|---|---|---|
| FeatureBaggingsetting=unsupervised2023.05 | 14.91 | |
| LOFsetting=unsupervised2023.05 | 13.83 | |
| GANomalylearning_setting=semi-supervised, seeds=52023.05 | 9.35 | |
| FeatureBagginglearning_setting=semi-supervised, seeds=52023.05 | 8.93 | |
| DTE-NPsetting=unsupervised2023.05 | 8.82 | |
| LOFlearning_setting=semi-supervised, seeds=52023.05 | 8.16 | |
| ICLsetting=unsupervised2023.05 | 7.69 | |
| PCAlearning_setting=semi-supervised, seeds=52023.05 | 7.63 | |
| VAElearning_setting=semi-supervised, seeds=52023.05 | 7.63 | |
| HBOSlearning_setting=semi-supervised, seeds=52023.05 | 7.43 | |
| OCSVMlearning_setting=semi-supervised, seeds=52023.05 | 7.29 | |
| kNNsetting=unsupervised2023.05 | 7 | |
| DDPMlearning_setting=semi-supervised, seeds=52023.05 | 6.76 | |
| CBLOFlearning_setting=semi-supervised, seeds=52023.05 | 6.74 | |
| LODAlearning_setting=semi-supervised, seeds=52023.05 | 6.6 | |
| GANomalysetting=unsupervised2023.05 | 6.42 | |
| DAGMMlearning_setting=semi-supervised, seeds=52023.05 | 5.98 | |
| kNNlearning_setting=semi-supervised, seeds=52023.05 | 5.9 | |
| DTE Non-Parametriclearning_setting=semi-supervised, seeds=52023.05 | 5.82 | |
| GOADlearning_setting=semi-supervised, seeds=52023.05 | 5.73 | |
| DTE-IGsetting=unsupervised2023.05 | 5.37 | |
| SLADlearning_setting=semi-supervised, seeds=52023.05 | 5.32 | |
| DeepSVDDlearning_setting=semi-supervised, seeds=52023.05 | 5.17 | |
| DTE Inverse Gammalearning_setting=semi-supervised, seeds=52023.05 | 5.12 | |
| ICLlearning_setting=semi-supervised, seeds=52023.05 | 4.91 | |
| SLADsetting=unsupervised2023.05 | 4.85 | |
| DDPMsetting=unsupervised2023.05 | 4.64 | |
| OCSVMsetting=unsupervised2023.05 | 4.6 | |
| COPODlearning_setting=semi-supervised, seeds=52023.05 | 4.58 | |
| PCAsetting=unsupervised2023.05 | 4.58 | |
| VAEsetting=unsupervised2023.05 | 4.51 | |
| DTE-Csetting=unsupervised2023.05 | 4.48 | |
| CBLOFsetting=unsupervised2023.05 | 4.46 | |
| ECODlearning_setting=semi-supervised, seeds=52023.05 | 4.44 | |
| LODAsetting=unsupervised2023.05 | 4.4 | |
| IForestlearning_setting=semi-supervised, seeds=52023.05 | 4.2 | |
| DTE Categoricallearning_setting=semi-supervised, seeds=52023.05 | 4.2 | |
| HBOSsetting=unsupervised2023.05 | 4.08 | |
| DIFlearning_setting=semi-supervised, seeds=52023.05 | 3.91 | |
| PlanarFlowlearning_setting=semi-supervised, seeds=52023.05 | 3.83 | |
| DAGMMsetting=unsupervised2023.05 | 3.75 | |
| DeepSVDDsetting=unsupervised2023.05 | 3.74 | |
| GOADsetting=unsupervised2023.05 | 3.62 | |
| IForestsetting=unsupervised2023.05 | 3.45 | |
| MCDlearning_setting=semi-supervised, seeds=52023.05 | 3.41 | |
| PlanarFlowsetting=unsupervised2023.05 | 3.41 | |
| DIFsetting=unsupervised2023.05 | 3.04 | |
| ECODsetting=unsupervised2023.05 | 2.64 | |
| MCDsetting=unsupervised2023.05 | 2.4 | |
| COPODsetting=unsupervised2023.05 | 2.39 | |
| DROCClearning_setting=semi-supervised, seeds=52023.05 | 0 | |
| DROCCsetting=unsupervised2023.05 | 0 |