KSVMKoret School of Veterinary Medicine (Israel)
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The proposed DWT + PCA + KSVM with GRB kernel method shows superiority to the LIN, HPOL, and IPOL kernels SVMs.
This technique of brain MRI classification based on PCA and KSVM is a potentially valuable tool to be used in computer assisted clinical diagnosis.
Confusion matrix of our DWT + PCA + KSVM method (Kernel chose LIN, HPOL, IPOL, and.
The KSVMs allow us to fit the maximum-margin hyperplane in a transformed feature space.