Support Vector Machine algorithms.
This module provides SVM classifiers and regressors with various kernel functions.
Algorithms
-
SVC: SVM classifier using Sequential Minimal Optimization.
-
SVR: SVM regressor for regression tasks.
Kernels
-
LinearKernel: Linear kernel.
-
PolynomialKernel: Polynomial kernel.
-
RBFKernel: Radial Basis Function (Gaussian) kernel.
-
SigmoidKernel: Sigmoid (tanh) kernel.
-
StringKernel: Kernel for string data.
-
PrecomputedKernel: Precomputed kernel matrix.