Binary Classification on CTG
98.5AccuracySVM-rbf
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SVM-rbfAlgorithm/Package/Solver=Scikit-learn, Parameters=C, γ, Validation=Five-fold cross validation2025.01 | 98.5 | 99.03 | |
| ℓ0-QSVMAlgorithm/Package/Solver=Algorithm 1, COPT, Parameters=C, k, Validation=Five-fold cross validation2025.01 | 98.4 | 98.97 | |
| SVM-Q2Algorithm/Package/Solver=Scikit-learn, Parameters=C, γ, Validation=Five-fold cross validation2025.01 | 98.31 | 98.91 | |
| QSVMAlgorithm/Package/Solver=COPT, Parameters=C, Validation=Five-fold cross validation2025.01 | 98.21 | 98.85 | |
| ℓ1-QSVMAlgorithm/Package/Solver=COPT, Parameters=C1, C2, Validation=Five-fold cross validation2025.01 | 98.21 | 98.85 | |
| ℓ1-SVMAlgorithm/Package/Solver=COPT, Parameters=C, Validation=Five-fold cross validation2025.01 | 97.18 | 98.19 | |
| LSVMAlgorithm/Package/Solver=Scikit-learn, Parameters=C, Validation=Five-fold cross validation2025.01 | 96.9 | 98.02 | |
| LS-ℓ0-QSVMAlgorithm/Package/Solver=Algorithm 1, (7), COPT, Parameters=C, k, Validation=Five-fold cross validation2025.01 | 96.24 | 97.62 | |
| LS-ℓ0-SVMAlgorithm/Package/Solver=ADMM, Parameters=C, γ, λ, Validation=Five-fold cross validation2025.01 | 95.39 | 97.12 | |
| LS-SVMAlgorithm/Package/Solver=Numpy, Parameters=C, Validation=Five-fold cross validation2025.01 | 95.16 | 96.98 |