Machine-Learning-Toolbox/jml.m at master · JingweiToo/Machine-Learning-Toolbox · GitHub

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% Machine Learning toolbox by Jingwei Too - 10/12/2020

function ML = jml(type,feat,label,opts)
switch type
  case 'gmm'     ; fun = @mGaussianMixtureModel;
  case 'knn'     ; fun = @mKNearestNeighbor;
  case 'da'      ; fun = @mDiscriminateAnalysis;
  case 'nb'      ; fun = @mNaiveBayesECOC;
  case 'msvm'    ; fun = @mMultiClassSupportVectorMachineECOC;
  case 'svm'     ; fun = @mSupportVectorMachine;
  case 'dt'      ; fun = @mDecisionTree;
  case 'rf'      ; fun = @mRandomForest;
  case 'et'      ; fun = @mEnsembleTree;
end
tic; ML = fun(feat,label,opts);
% Store
time = toc;
ML.t = time;

fprintf('\n Processing Time (s): %f % \n',time); fprintf('\n');
end