rbf method

List<double> rbf(List<double> X)

Implementation

List<double> rbf(List<double> X) {
// print(X);
  List<double> kernels = List.filled(supportVectors.length,0);
  for (int i = 0; i < supportVectors.length; i++) {
    double kernel = 0.0;
    for (int j = 0; j < supportVectors[i].length; j++) {
      kernel += pow(supportVectors[i][j] - X[j], 2);
    }
    kernels[i] =  exp((-1.0 * kernel)*(this.gamma));

  }
  return kernels;
}