58 references to MinDeltaIndex
Microsoft.ML.Tests (58)
PermutationFeatureImportanceTests.cs (58)
81Assert.Equal(3, MinDeltaIndex(pfi, m => m.MeanAbsoluteError.Mean)); 84Assert.Equal(3, MinDeltaIndex(pfi, m => m.MeanSquaredError.Mean)); 87Assert.Equal(3, MinDeltaIndex(pfi, m => m.RootMeanSquaredError.Mean)); 91Assert.Equal(1, MinDeltaIndex(pfi, m => m.RSquared.Mean)); 155Assert.Equal(3, MinDeltaIndex(pfi, m => m.MeanAbsoluteError.Mean)); 158Assert.Equal(3, MinDeltaIndex(pfi, m => m.MeanSquaredError.Mean)); 161Assert.Equal(3, MinDeltaIndex(pfi, m => m.RootMeanSquaredError.Mean)); 165Assert.Equal(1, MinDeltaIndex(pfi, m => m.RSquared.Mean)); 228Assert.Equal(3, MinDeltaIndex(pfi, m => m.MeanAbsoluteError.StandardDeviation)); 231Assert.Equal(3, MinDeltaIndex(pfi, m => m.MeanSquaredError.StandardDeviation)); 234Assert.Equal(3, MinDeltaIndex(pfi, m => m.RootMeanSquaredError.StandardDeviation)); 237Assert.Equal(3, MinDeltaIndex(pfi, m => m.RSquared.StandardDeviation)); 241Assert.Equal(3, MinDeltaIndex(pfi, m => m.MeanAbsoluteError.StandardError)); 244Assert.Equal(3, MinDeltaIndex(pfi, m => m.MeanSquaredError.StandardError)); 247Assert.Equal(3, MinDeltaIndex(pfi, m => m.RootMeanSquaredError.StandardError)); 250Assert.Equal(3, MinDeltaIndex(pfi, m => m.RSquared.StandardError)); 316Assert.Equal(2, MinDeltaIndex(results, m => m.MeanAbsoluteError.Mean)); 319Assert.Equal(2, MinDeltaIndex(results, m => m.MeanSquaredError.Mean)); 322Assert.Equal(2, MinDeltaIndex(results, m => m.RootMeanSquaredError.Mean)); 327Assert.Equal(5, MinDeltaIndex(results, m => m.RSquared.Mean)); 388Assert.Equal(1, MinDeltaIndex(pfi, m => m.AreaUnderRocCurve.Mean)); 390Assert.Equal(1, MinDeltaIndex(pfi, m => m.Accuracy.Mean)); 392Assert.Equal(1, MinDeltaIndex(pfi, m => m.PositivePrecision.Mean)); 394Assert.Equal(1, MinDeltaIndex(pfi, m => m.PositiveRecall.Mean)); 396Assert.Equal(1, MinDeltaIndex(pfi, m => m.NegativePrecision.Mean)); 398Assert.Equal(1, MinDeltaIndex(pfi, m => m.NegativeRecall.Mean)); 400Assert.Equal(1, MinDeltaIndex(pfi, m => m.F1Score.Mean)); 402Assert.Equal(1, MinDeltaIndex(pfi, m => m.AreaUnderPrecisionRecallCurve.Mean)); 465Assert.Equal(5, MinDeltaIndex(pfi, m => m.AreaUnderRocCurve.Mean)); 467Assert.Equal(5, MinDeltaIndex(pfi, m => m.Accuracy.Mean)); 469Assert.Equal(5, MinDeltaIndex(pfi, m => m.PositivePrecision.Mean)); 471Assert.Equal(5, MinDeltaIndex(pfi, m => m.PositiveRecall.Mean)); 473Assert.Equal(5, MinDeltaIndex(pfi, m => m.NegativePrecision.Mean)); 475Assert.Equal(5, MinDeltaIndex(pfi, m => m.NegativeRecall.Mean)); 477Assert.Equal(5, MinDeltaIndex(pfi, m => m.F1Score.Mean)); 479Assert.Equal(5, MinDeltaIndex(pfi, m => m.AreaUnderPrecisionRecallCurve.Mean)); 497Assert.Equal(1, MinDeltaIndex(pfi, m => m.AreaUnderRocCurve.Mean)); 499Assert.Equal(1, MinDeltaIndex(pfi, m => m.Accuracy.Mean)); 501Assert.Equal(1, MinDeltaIndex(pfi, m => m.PositivePrecision.Mean)); 503Assert.Equal(1, MinDeltaIndex(pfi, m => m.PositiveRecall.Mean)); 505Assert.Equal(1, MinDeltaIndex(pfi, m => m.NegativePrecision.Mean)); 507Assert.Equal(1, MinDeltaIndex(pfi, m => m.NegativeRecall.Mean)); 509Assert.Equal(1, MinDeltaIndex(pfi, m => m.F1Score.Mean)); 511Assert.Equal(1, MinDeltaIndex(pfi, m => m.AreaUnderPrecisionRecallCurve.Mean)); 569Assert.Equal(1, MinDeltaIndex(pfi, m => m.MicroAccuracy.Mean)); 571Assert.Equal(1, MinDeltaIndex(pfi, m => m.MacroAccuracy.Mean)); 573Assert.Equal(1, MinDeltaIndex(pfi, m => m.LogLossReduction.Mean)); 578Assert.Equal(3, MinDeltaIndex(pfi, m => m.LogLoss.Mean)); 582Assert.True(MinDeltaIndex(pfi, m => m.PerClassLogLoss[i].Mean) == 3); 646Assert.Equal(5, MinDeltaIndex(pfi, m => m.MicroAccuracy.Mean)); 648Assert.Equal(5, MinDeltaIndex(pfi, m => m.MacroAccuracy.Mean)); 650Assert.Equal(5, MinDeltaIndex(pfi, m => m.LogLossReduction.Mean)); 655Assert.Equal(2, MinDeltaIndex(pfi, m => m.LogLoss.Mean)); 659Assert.Equal(2, MinDeltaIndex(pfi, m => m.PerClassLogLoss[i].Mean)); 724Assert.Equal(1, MinDeltaIndex(pfi, m => m.DiscountedCumulativeGains[i].Mean)); 729Assert.Equal(1, MinDeltaIndex(pfi, m => m.NormalizedDiscountedCumulativeGains[i].Mean)); 795Assert.Equal(5, MinDeltaIndex(pfi, m => m.DiscountedCumulativeGains[i].Mean)); 800Assert.Equal(5, MinDeltaIndex(pfi, m => m.NormalizedDiscountedCumulativeGains[i].Mean));