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Detail Parameter Settings / Default Setting

K-nearest Neighbor (KNN)

  • Number of k-value
k    = 5
opts = {'k':k, 'kfold':kfold}

Support Vector Machine (SVM)

  • Selection of kernel function. You may choose one
kernel = 'rbf'      # radial basis function
kernel = 'poly'     # polynomial
kernel = 'linear'   # linear
opts   = {'kernel':kernel, 'kfold':kfold}

Random Forest (RF)

  • Number of trees
nTree = 100  
opts  = {'nTree':nTree, 'kfold':kfold}