AD vs CN classification on ADNI 5%-ICA
88.3AUCUG-GEPSVM
Evaluation results
| Method | Links | |
|---|---|---|
| UG-GEPSVMHyperparameters (δ, hops, γ)=(10−3, 2, 102)2026.06 | 88.3 | |
| IUG-GEPSVMHyperparameters (δ, γ1, γ2, ψ1, ψ2, hops)=(10−3, 10−3, 10−3, 10−3, 10−3, 4)2026.06 | 86.76 | |
| IUGEPSVMHyperparameters (δ, γ, ψ, σ)=(10−1, 10−1, 10−3, 101)2026.06 | 86.66 | |
| UGEPSVMHyperparameters (δ, γ)=(10−3, 102)2026.06 | 86.2 | |
| GEPSVMHyperparameters (δ, γ)=(10−3, 10−2)2026.06 | 85.5 | |
| IGEPSVMHyperparameters (δ, ν, γ)=(10−3, 10−3, 10−2)2026.06 | 84 | |
| UTSVMHyperparameters (c, cu, ϵ, reg, γ)=(10−1, 100, 10−1, 100, 10−1)2026.06 | 72.2 |