private static void DiscretizeClassTrainingSet(int numberOfBins)
{
_ew.Load(GetFullPath("ClassTrainingSet_2319_17022018.csv"));
LOCClass = new DiscretizedData(_ew.Discretize <int>(1, numberOfBins, 1153));
TCC = new DiscretizedData(_ew.Discretize <double>(3, numberOfBins, 0.25));
WMC = new DiscretizedData(_ew.Discretize <int>(4, numberOfBins, 16.92));
ATFDClass = new DiscretizedData(_ew.Discretize <int>(5, numberOfBins, 83.05));
ClassDataset = _ew.GetDiscreteDataSet();
_ew.WriteToCsv(GetFullPath("ClassTrainingSet_2319_17022018_discretized.csv"));
_ew.WriteBinsToCsv(GetFullPath("ClassTrainingSet_2319_17022018_bins.csv"));
}
private static void DiscretizeMethodTrainingSet(int numberOfBins)
{
_ew.Load(GetFullPath("MethodTrainingSet_2319_17022018.csv"));
LOC = new DiscretizedData(_ew.Discretize <int>(1, numberOfBins, 84.42));
CYCLO = new DiscretizedData(_ew.Discretize <int>(2, numberOfBins, 21.58));
ATFD = new DiscretizedData(_ew.Discretize <int>(6, numberOfBins, 22.0));
FDP = new DiscretizedData(_ew.Discretize <int>(7, numberOfBins, 8.13));
LAA = new DiscretizedData(_ew.Discretize <double>(8, numberOfBins, 29.5));
MAXNESTING = new DiscretizedData(_ew.Discretize <int>(9, numberOfBins, 7.95));
NOAV = new DiscretizedData(_ew.Discretize <int>(10, numberOfBins, 39.2));
MethodDataset = _ew.GetDiscreteDataSet();
_ew.WriteToCsv(GetFullPath("MethodTrainingSet_2319_17022018_discretized.csv"));
_ew.WriteBinsToCsv(GetFullPath("MethodTrainingSet_2319_17022018_bins.csv"));
}
