2 writes to AreaUnderRocCurve
Microsoft.ML.Data (2)
Evaluators\Metrics\BinaryClassificationMetrics.cs (2)
101
AreaUnderRocCurve
= Fetch(BinaryClassifierEvaluator.Auc);
116
AreaUnderRocCurve
= auc;
54 references to AreaUnderRocCurve
Microsoft.ML.AutoML (5)
API\BinaryClassificationExperiment.cs (2)
66
/// See <see cref="BinaryClassificationMetrics.
AreaUnderRocCurve
"/>.
476
BinaryClassificationMetric.AreaUnderRocCurve => metrics.
AreaUnderRocCurve
,
AutoMLExperiment\IMetricManager.cs (1)
62
BinaryClassificationMetric.AreaUnderRocCurve => metric.
AreaUnderRocCurve
,
Experiment\MetricsAgents\BinaryMetricsAgent.cs (1)
33
return metrics.
AreaUnderRocCurve
;
Experiment\Runners\CrossValSummaryRunner.cs (1)
102
auc: GetAverageOfNonNaNScores(newMetrics.Select(x => x.
AreaUnderRocCurve
)),
Microsoft.ML.AutoML.Samples (3)
AutoFit\BinaryClassificationExperiment.cs (1)
66
Console.WriteLine($"AreaUnderRocCurve: {metrics.
AreaUnderRocCurve
}");
AutoMLExperiment.cs (1)
131
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Sweepable\SweepableLightGBMBinaryExperiment.cs (1)
158
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Microsoft.ML.Data (1)
Evaluators\Metrics\BinaryClassificationMetrics.cs (1)
78
/// are lost with <see cref="
AreaUnderRocCurve
"/>.
Microsoft.ML.Fairlearn (2)
Metrics\FairlearnMetricCatalog.cs (2)
101
result["AUC"] = DataFrameColumn.Create("AUC", groupMetric.Keys.Select(k => groupMetric[k].
AreaUnderRocCurve
)); //coloumn name?
120
{ "AUC", metrics.
AreaUnderRocCurve
},
Microsoft.ML.IntegrationTests (1)
Common.cs (1)
179
Assert.InRange(metrics.
AreaUnderRocCurve
, 0, 1);
Microsoft.ML.Predictor.Tests (1)
TestIniModels.cs (1)
590
Assert.Equal(0.99545199224483139, results.
AreaUnderRocCurve
);
Microsoft.ML.Samples (28)
Dynamic\Trainers\BinaryClassification\AveragedPerceptron.cs (1)
129
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\AveragedPerceptronWithOptions.cs (1)
140
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\FactorizationMachine.cs (1)
137
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\FastForest.cs (1)
132
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\FastForestWithOptions.cs (1)
144
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\FastTree.cs (1)
135
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\FastTreeWithOptions.cs (1)
147
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\FieldAwareFactorizationMachine.cs (1)
196
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\FieldAwareFactorizationMachineWithOptions.cs (1)
207
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\LbfgsLogisticRegression.cs (1)
132
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\LbfgsLogisticRegressionWithOptions.cs (1)
141
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\LdSvm.cs (1)
129
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\LdSvmWithOptions.cs (1)
138
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\LightGbm.cs (1)
132
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\LightGbmWithOptions.cs (1)
143
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\LinearSvm.cs (1)
129
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\LinearSvmWithOptions.cs (1)
138
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\PriorTrainer.cs (1)
129
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\SdcaLogisticRegression.cs (1)
137
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\SdcaLogisticRegressionWithOptions.cs (1)
149
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\SdcaNonCalibrated.cs (1)
136
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\SdcaNonCalibratedWithOptions.cs (1)
151
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\SgdCalibrated.cs (1)
129
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\SgdCalibratedWithOptions.cs (1)
141
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\SgdNonCalibrated.cs (1)
129
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\SgdNonCalibratedWithOptions.cs (1)
138
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\SymbolicSgdLogisticRegression.cs (1)
132
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Dynamic\Trainers\BinaryClassification\SymbolicSgdLogisticRegressionWithOptions.cs (1)
141
Console.WriteLine($"AUC: {metrics.
AreaUnderRocCurve
:F2}");
Microsoft.ML.Tests (9)
TrainerEstimators\FAFMEstimator.cs (2)
35
Assert.InRange(metrics.
AreaUnderRocCurve
, 0.7, 1);
61
Assert.InRange(metrics.
AreaUnderRocCurve
, 0.9, 1);
TrainerEstimators\SdcaTests.cs (4)
85
Assert.InRange(metrics.
AreaUnderRocCurve
, 0.9, 1);
132
Assert.Equal(0.9658, metrics1.
AreaUnderRocCurve
, 0.0001);
134
Assert.Equal(0.9596, metrics2.
AreaUnderRocCurve
, 0.0001);
245
Assert.InRange(metrics.
AreaUnderRocCurve
, 0.9, 1);
TrainerEstimators\TrainerEstimators.cs (3)
111
Assert.InRange(metrics.
AreaUnderRocCurve
, 0.9, 1);
142
Assert.InRange(metrics.
AreaUnderRocCurve
, 0.9, 1);
183
Assert.InRange(metrics.
AreaUnderRocCurve
, 0.9, 1);
Microsoft.ML.Transforms (4)
MetricStatistics.cs (2)
145
/// Summary Statistics for <see cref="BinaryClassificationMetrics.
AreaUnderRocCurve
"/>.
202
AreaUnderRocCurve.Add(metrics.
AreaUnderRocCurve
);
PermutationFeatureImportanceExtensions.cs (2)
315
auc: a.
AreaUnderRocCurve
- b.
AreaUnderRocCurve
,