public void TestLoad()
{
var advancedClassify = new AdvancedClassify();
var agesOnly = advancedClassify.LoadMatch(@"TestData\agesonly.csv", true);
_output.WriteLine(JsonConvert.SerializeObject(agesOnly));
var matchmaker = advancedClassify.LoadMatch(@"TestData\matchmaker.csv");
_output.WriteLine(JsonConvert.SerializeObject(matchmaker));
}
public void TestPlot()
{
var advancedClassify = new AdvancedClassify();
var agesOnly = advancedClassify.LoadMatch(@"TestData\agesonly.csv", true);
advancedClassify.PlotageMatches(agesOnly);
}
public void TestLinearTrain()
{
var advancedClassify = new AdvancedClassify();
var agesOnly = advancedClassify.LoadMatch(@"TestData\agesonly.csv", true);
var avgs = advancedClassify.LinearTrain(agesOnly);
_output.WriteLine(JsonConvert.SerializeObject(avgs));
}
public void TestNlClassify()
{
var advancedClassify = new AdvancedClassify();
var agesOnly = advancedClassify.LoadMatch(@"TestData\agesonly.csv", true);
var offset = advancedClassify.GetOffset(agesOnly);
TestOutput(advancedClassify.NlClassify(new[] { 30.0, 30 }, agesOnly, offset));
TestOutput(advancedClassify.NlClassify(new[] { 30.0, 25 }, agesOnly, offset));
TestOutput(advancedClassify.NlClassify(new[] { 25.0, 40 }, agesOnly, offset));
TestOutput(advancedClassify.NlClassify(new[] { 48.0, 20 }, agesOnly, offset));
}
public void TestDpClassify()
{
var advancedClassify = new AdvancedClassify();
var agesOnly = advancedClassify.LoadMatch(@"TestData\agesonly.csv", true);
var avgs = advancedClassify.LinearTrain(agesOnly);
var classify = advancedClassify.DpClassify(new double[] { 30, 30 }, avgs);
_output.WriteLine(classify.ToString());
classify = advancedClassify.DpClassify(new double[] { 30, 25 }, avgs);
_output.WriteLine(classify.ToString());
classify = advancedClassify.DpClassify(new double[] { 25, 40 }, avgs);
_output.WriteLine(classify.ToString());
classify = advancedClassify.DpClassify(new double[] { 48, 20 }, avgs);
_output.WriteLine(classify.ToString());
}
