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ResearchFormerly WizWand

Anomaly Detection on Multimodal smart grid dataset 0% noise (test)

80AccuracyMS-SVDD-ω2
38.449.26070.8Feb 18, 2025
Updated 6mo ago

Evaluation results

MethodLinks
MS-SVDD-ω2Strat=UNI1, Kernel Type=Non-linear2025.0280956573795.8560.4241.40.128886
MS-SVDD-ω4Strat=AND, Kernel Type=Non-linear2025.0280847678803.3740.27920.089280
MS-SVDD-ω8Strat=UNI1, Kernel Type=Non-linear2025.02809565737813.571.3131.50.148685
MS-SVDD-ω9Strat=AND, Kernel Type=Non-linear2025.02798474777911.8060.8766.40.19036
MS-SVDD-ω6Strat=UNI1, Kernel Type=Non-linear2025.0277936171755.8270.3871.50.168485
MS-SVDD-ω7Strat=AND, Kernel Type=Non-linear2025.0277857074773.6660.3952.30.089277
MS-SVDD-ω0Strat=UNI1, Kernel Type=Non-linear2025.0276935869742.3030.4760.30.37097
MS-SVDD-ω1Strat=UNI1, Kernel Type=Non-linear2025.0276935869742.8680.3850.40.267496
MS-SVDD-ω3Strat=UNI1, Kernel Type=Non-linear2025.0276935969748.0640.430.30.267497
MS-SVDD-ω5Strat=AND, Kernel Type=Non-linear2025.0276856672753.3990.5261.70.128883
OCSVMStrat=-, Kernel Type=Non-linear2025.0272994464660.9150.3460.70.46093
CCSSVDDStrat=AND, Kernel Type=Non-linear2025.02678549636555.580.6523.40.386266
CCSSVDDStrat=UNI1, Kernel Type=Linear2025.0249909502947.1580.011—100
MS-SVDD-ω1Strat=UNI1, Kernel Type=Linear2025.0248841249320.3360.011—100
MS-SVDD-ω3Strat=UNI1, Kernel Type=Linear2025.024888749250.4910.012—100
MS-SVDD-ω9Strat=UNI1, Kernel Type=Linear2025.0248841249328.2370.024—100
MS-SVDD-ω2Strat=UNI1, Kernel Type=Linear2025.0247841048290.4030.01—100
MS-SVDD-ω7Strat=UNI1, Kernel Type=Linear2025.0247841148301.0490.022—100
MS-SVDD-ω8Strat=UNI1, Kernel Type=Linear2025.0247859482810.2580.005—100
OCSVMStrat=-, Kernel Type=Linear2025.0246801247300.0020.001—100
MS-SVDD-ω4Strat=UNI1, Kernel Type=Linear2025.024685748250.3280.008—100
MS-SVDD-ω5Strat=UNI1, Kernel Type=Linear2025.0245771347310.4450.01—100
MS-SVDD-ω0Strat=AND, Kernel Type=Linear2025.0240711044260.1770.004—100
MS-SVDD-ω6Strat=AND, Kernel Type=Linear2025.0240711044261.0750.01—100