//Methods
/// <summary>
/// Updates the cluster error statistics.
/// </summary>
/// <param name="nrmComputedValue">The normalized value computed by the cluster.</param>
/// <param name="nrmIdealValue">The normalized ideal value.</param>
/// <param name="natComputedValue">The naturalized value computed by the cluster.</param>
/// <param name="natIdealValue">The naturalized ideal value.</param>
public void Update(double nrmComputedValue, double nrmIdealValue, double natComputedValue, double natIdealValue)
{
NatPrecissionErrStat.AddSample(Math.Abs(natComputedValue - natIdealValue));
NrmPrecissionErrStat.AddSample(Math.Abs(nrmComputedValue - nrmIdealValue));
BinaryErrStat?.Update(nrmComputedValue, nrmIdealValue);
return;
}
/// <summary>
/// Updates cluster statistics
/// </summary>
/// <param name="nrmComputedValue">Normalized value computed by the cluster</param>
/// <param name="nrmIdealValue">Normalized ideal value</param>
/// <param name="natComputedValue">Naturalized value computed by the cluster</param>
/// <param name="natIdealValue">Naturalized ideal value</param>
public void Update(double nrmComputedValue, double nrmIdealValue, double natComputedValue, double natIdealValue)
{
NatPrecissionErrStat.AddSampleValue(Math.Abs(natComputedValue - natIdealValue));
NrmPrecissionErrStat.AddSampleValue(Math.Abs(nrmComputedValue - nrmIdealValue));
if (TaskType == CommonEnums.TaskType.Classification)
{
BinaryErrStat.Update(nrmComputedValue, nrmIdealValue);
}
return;
}