private void setMinMaxValuesAndCountClasses()
{
foreach (var v in dataInHyperspace.DataValues[0].Attributes)
{
MinMaxKNN toAdd = new MinMaxKNN(v.getValueAsDouble(), v.getValueAsDouble());
minMax.Add(toAdd);
}
foreach (var v in dataInHyperspace.DataValues)
{
for (int i = 0; i < v.Attributes.Count; i++)
{
minMax[i].compareX(v.Attributes[i].getValueAsDouble());
}
classesCounter.addAttribute(v.DataClass, v.DataClass);
}
}
private string doVoting(List <AnalyzedData> data)
{
AttributeCounter counter = new AttributeCounter();
foreach (var v in data)
{
counter.addAttribute(v.DataClass, v.DataClass);
}
List <Tuple <string, double> > votes = new List <Tuple <string, double> >();
foreach (var v in counter.Attributes)
{
double x = (double)v.Number / (double)classesCounter.returnNumberForOneClass(v.Name, v.Name);
Tuple <string, double> toAdd = new Tuple <string, double>(v.Name, x);
votes.Add(toAdd);
}
votes = votes.OrderByDescending(x => x.Item2).ToList();
return(votes[0].Item1);
}