public static bool Test(this IPatternTest test, double[] distribution, InstanceModel model, Feature classFeature)
{
var pattern = new EmergingPattern(model, classFeature, 0);
pattern.Counts = distribution;
pattern.Supports = EmergingPatternCreator.CalculateSupports(distribution, classFeature);
pattern.ClassValue = pattern.Supports.ArgMax();
return(test.Test(pattern));
}
public void UpdateCountsAndSupport(IEnumerable <Instance> instances, Feature classFeature)
{
var matchCount = new double[(classFeature as NominalFeature).Values.Length];
foreach (var instance in instances)
{
if (IsMatch(instance))
{
matchCount[(int)instance[classFeature]]++;
}
}
Counts = matchCount;
Supports = EmergingPatternCreator.CalculateSupports(matchCount, classFeature);
}