public void testNumerizesAndDeNumerizesIrisDataSetExample3()
{
DataSet ds = DataSetFactory.getIrisDataSet();
Example first = ds.getExample(100);
Numerizer n = new IrisDataSetNumerizer();
Pair <List <Double>, List <Double> > io = n.numerize(first);
AssertListsEqual <double>(new List <double>()
{
6.3, 3.3, 6.0, 2.5
}, io.getFirst());
AssertListsEqual <double>(new List <double>()
{
1.0, 0.0, 0.0
}, io.getSecond());
String plant_category = n.denumerize(new List <double>()
{
1.0, 0.0, 0.0
});
Assert.AreEqual("virginica", plant_category);
}
public void testNumerizesAndDeNumerizesIrisDataSetExample2()
{
DataSet ds = DataSetFactory.getIrisDataSet();
Example first = ds.getExample(51);
Numerizer n = new IrisDataSetNumerizer();
Pair <List <Double>, List <Double> > io = n.numerize(first);
AssertListsEqual <double>(new List <double>()
{
6.4, 3.2, 4.5, 1.5
}, io.getFirst());
AssertListsEqual <double>(new List <double>()
{
0.0, 1.0, 0.0
}, io.getSecond());
String plant_category = n.denumerize(new List <double>()
{
0.0, 1.0, 0.0
});
Assert.AreEqual("versicolor", plant_category);
}