public override IEnumerable <TestResult> ComputeTests(double[] scores)
{
double fastNdcg = 0;
switch (NdcgTruncation)
{
case 1:
fastNdcg = DcgCalculator.Ndcg1(Dataset, Labels, scores);
break;
case 3:
fastNdcg = DcgCalculator.Ndcg3(Dataset, Labels, scores);
break;
default:
Contracts.Assert(false);
throw Contracts.Except();
}
List <TestResult> result = new List <TestResult>()
{
new TestResult("NDCG@" + NdcgTruncation.ToString(), fastNdcg * Dataset.NumQueries, Dataset.NumQueries, false, TestResult.ValueOperator.Average),
};
return(result);
}
public override IEnumerable <TestResult> ComputeTests(double[] scores)
{
short[][] trainQueriesTopLabels = _rankingObjectiveFunction.TrainQueriesTopLabels;
double fastNdcg = 0;
switch (NdcgTruncation)
{
case 1:
fastNdcg = DcgCalculator.Ndcg1(Dataset, trainQueriesTopLabels);
break;
case 3:
fastNdcg = DcgCalculator.Ndcg3(Dataset, trainQueriesTopLabels);
break;
default:
throw Contracts.Except("FastNDCGTest only supports NDCG1 & NDCG3");
}
List <TestResult> result = new List <TestResult>()
{
new TestResult("NDCG@" + NdcgTruncation.ToString(), fastNdcg * Dataset.NumQueries, Dataset.NumQueries, false, TestResult.ValueOperator.Average),
};
return(result);
}
internal NdcgTest(ScoreTracker scoreTracker, short[] labels, string sortingAlgorithm)
: base(scoreTracker)
{
Labels = labels;
Contracts.Check(scoreTracker.Dataset.NumDocs == labels.Length, "Mismatch between dataset and labels");
_sortingAlgorithm = sortingAlgorithm;
DcgCalculator = new DcgCalculator(Dataset.MaxDocsPerQuery, _sortingAlgorithm);
}