/// <summary>Gets label statistics.</summary>
/// <param name="y">The Vector to process.</param>
/// <returns>An array of statistic.</returns>
private Statistic[] GetLabelStats(Vector y)
{
var stats = y.Stats();
Statistic[] statistics = new Statistic[stats.Rows];
for (int i = 0; i < statistics.Length; i++)
{
double yVal = stats[i, 0];
var s = Statistic.Make(Descriptor.Label.Convert(stats[i, 0]).ToString(), yVal);
s.Count = (int)stats[i, 1];
s.Probability = stats[i, 2];
statistics[i] = s;
}
return statistics;
}
public Statistic Clone()
{
var s = new Statistic
{
Label = Label,
Discrete = Discrete,
Count = Count,
X = X,
Probability = Probability
};
if (Conditionals != null && Conditionals.Length > 0)
{
s.Conditionals = new Measure[Conditionals.Length];
for (int i = 0; i < s.Conditionals.Length; i++)
s.Conditionals[i] = Conditionals[i].Clone();
}
return s;
}
