54public ValueOperator Operator { get; } 64public TestResult(string lossFunctionName, double rawValue, double factor, bool lowerIsBetter, ValueOperator valueOperator) 121(ValueOperator)valueOperator); 128case ValueOperator.Constant: 129case ValueOperator.Max: 130case ValueOperator.Min: 131case ValueOperator.None: 132case ValueOperator.Sum: 134case ValueOperator.Average: 136case ValueOperator.SqrtAverage: 359result.Add(new TestResult("NDCG@" + (i + 1).ToString(), ndcg[i] * Dataset.NumQueries, Dataset.NumQueries, false, TestResult.ValueOperator.Average)); 411new TestResult("NDCG@" + NdcgTruncation.ToString(), fastNdcg * Dataset.NumQueries, Dataset.NumQueries, false, TestResult.ValueOperator.Average), 454new TestResult("NDCG@" + NdcgTruncation.ToString(), fastNdcg * Dataset.NumQueries, Dataset.NumQueries, false, TestResult.ValueOperator.Average), 485new TestResult("MaxSurplus", surplus[6] * _scaleFactor, 1.0, false, TestResult.ValueOperator.Sum), 486new TestResult("Surplus@100", surplus[0] * _scaleFactor * Dataset.NumQueries, Dataset.NumQueries, false, TestResult.ValueOperator.Average), 487new TestResult("Surplus@200", surplus[1] * _scaleFactor * Dataset.NumQueries, Dataset.NumQueries, false, TestResult.ValueOperator.Average), 488new TestResult("Surplus@300", surplus[2] * _scaleFactor * Dataset.NumQueries, Dataset.NumQueries, false, TestResult.ValueOperator.Average), 489new TestResult("Surplus@400", surplus[3] * _scaleFactor * Dataset.NumQueries, Dataset.NumQueries, false, TestResult.ValueOperator.Average), 490new TestResult("Surplus@500", surplus[4] * _scaleFactor * Dataset.NumQueries, Dataset.NumQueries, false, TestResult.ValueOperator.Average), 491new TestResult("Surplus@1000", surplus[5] * _scaleFactor * Dataset.NumQueries, Dataset.NumQueries, false, TestResult.ValueOperator.Average), 492new TestResult("MaxSurplusPos", surplus[7], 1, false, TestResult.ValueOperator.Sum), 493new TestResult("PercentTop", surplus[7], surplus[8], false, TestResult.ValueOperator.Average), 574result.Add(new TestResult("L1", totalL1Error, Dataset.NumDocs, true, TestResult.ValueOperator.Average)); 577result.Add(new TestResult("L2", totalL2Error, Dataset.NumDocs, true, TestResult.ValueOperator.SqrtAverage)); 580result.Add(new TestResult("L1", totalL1Error, Dataset.NumDocs, true, TestResult.ValueOperator.Average)); 581result.Add(new TestResult("L2", totalL2Error, Dataset.NumDocs, true, TestResult.ValueOperator.SqrtAverage)); 707new TestResult("ErrorRate", totalErrorRate * totalAllDocumentsWeight, totalAllDocumentsWeight, true, TestResult.ValueOperator.Average), 708new TestResult("LossRate", totalLossRate * totalAllDocumentsWeight, totalAllDocumentsWeight, true, TestResult.ValueOperator.Average), 709new TestResult("BalancedErrorRate", totalBalancedErrorRate, 1, true, TestResult.ValueOperator.None), 710new TestResult("BalancedLossRate", totalBalancedLossRate, 1, true, TestResult.ValueOperator.None),