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ResearchFormerly WizWand

Classification on Red Wine

74.8RecallSVM Linear ZCA
25.379238.209651.0463.8704Apr 6, 2025Apr 30, 2025May 25, 2025Jun 18, 2025Jul 13, 2025Aug 6, 2025Aug 31, 2025
Updated 7mo ago

Evaluation results

MethodLinks
SVM Linear ZCAKernel=Linear, Whitening=ZCA2025.0474.8
CSVM- CholeskyTransformation=Cholesky2025.0474.7
SVM- LinearKernel=Linear2025.0473.6
SVM Linear PCAKernel=Linear, Whitening=PCA2025.0473.4
SVM-RBFKernel=RBF2025.0460.6
SVM- PolyKernel=Poly2025.0460.3
SVM- SigmoidKernel=Sigmoid2025.0441.9
ARTevaluation protocol=mean over 20 seeds2025.0837.83
SMOTEevaluation protocol=mean over 20 seeds2025.0836.19
ROSevaluation protocol=mean over 20 seeds2025.0835.04
LDAMevaluation protocol=mean over 20 seeds2025.0832.5
Focal Lossevaluation protocol=mean over 20 seeds2025.0832.14
Baselineevaluation protocol=mean over 20 seeds2025.0831.36
MSMOTEevaluation protocol=mean over 20 seeds2025.0831.08
Nearmissevaluation protocol=mean over 20 seeds2025.0830.28
RUSevaluation protocol=mean over 20 seeds2025.0829.99
Cost-Sensitive Learningevaluation protocol=mean over 20 seeds2025.0829.72
DRWevaluation protocol=mean over 20 seeds2025.0829.08
OHEMevaluation protocol=mean over 20 seeds2025.0827.28