Binary Classification on glass
94.39AccuracySVM-rbf
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SVM-rbfAlgorithm/Package/Solver=Scikit-learn, Parameters=C, γ, Validation=Five-fold cross validation2025.01 | 94.39 | 86.75 | |
| ℓ1-QSVMAlgorithm/Package/Solver=COPT, Parameters=C1, C2, Validation=Five-fold cross validation2025.01 | 94.39 | 86.49 | |
| SVM-Q2Algorithm/Package/Solver=Scikit-learn, Parameters=C, γ, Validation=Five-fold cross validation2025.01 | 93.92 | 85.56 | |
| ℓ0-QSVMAlgorithm/Package/Solver=Algorithm 1, COPT, Parameters=C, k, Validation=Five-fold cross validation2025.01 | 93.44 | 86.48 | |
| LS-ℓ0-QSVMAlgorithm/Package/Solver=Algorithm 1, (7), COPT, Parameters=C, k, Validation=Five-fold cross validation2025.01 | 93.43 | 85.27 | |
| ℓ1-SVMAlgorithm/Package/Solver=COPT, Parameters=C, Validation=Five-fold cross validation2025.01 | 92.98 | 84.32 | |
| QSVMAlgorithm/Package/Solver=COPT, Parameters=C, Validation=Five-fold cross validation2025.01 | 92.98 | 83.68 | |
| LSVMAlgorithm/Package/Solver=Scikit-learn, Parameters=C, Validation=Five-fold cross validation2025.01 | 92.97 | 84.25 | |
| LS-SVMAlgorithm/Package/Solver=Numpy, Parameters=C, Validation=Five-fold cross validation2025.01 | 92.04 | 78.17 | |
| LS-ℓ0-SVMAlgorithm/Package/Solver=ADMM, Parameters=C, γ, λ, Validation=Five-fold cross validation2025.01 | 92.04 | 78.17 |