% Test script for myTrainTest.m

% You need to change the following line to add Machine Learning Toolbox to your MATLAB search path
addpath d:/users/jang/matlab/toolbox/machineLearning

dsName='iris';
classifier='nbc';
[ds4train, ds4test]=prData(dsName);
[trainRr, testRr]=myTrainTest(ds4train, ds4test, classifier);
fprintf('dsName=%s, classifier=%s, trainRr=%f, testRr=%f\n', dsName, classifier, trainRr, testRr);

dsName='iris';
classifier='qc';
[ds4train, ds4test]=prData(dsName);
[trainRr, testRr]=myTrainTest(ds4train, ds4test, classifier);
fprintf('dsName=%s, classifier=%s, trainRr=%f, testRr=%f\n', dsName, classifier, trainRr, testRr);

dsName='wine';
classifier='nbc';
[ds4train, ds4test]=prData(dsName);
[trainRr, testRr]=myTrainTest(ds4train, ds4test, classifier);
fprintf('dsName=%s, classifier=%s, trainRr=%f, testRr=%f\n', dsName, classifier, trainRr, testRr);

dsName='wine';
classifier='qc';
[ds4train, ds4test]=prData(dsName);
[trainRr, testRr]=myTrainTest(ds4train, ds4test, classifier);
fprintf('dsName=%s, classifier=%s, trainRr=%f, testRr=%f\n', dsName, classifier, trainRr, testRr);