2 writes to AreaUnderPrecisionRecallCurve
Microsoft.ML.Data (2)
Evaluators\Metrics\BinaryClassificationMetrics.cs (2)
108AreaUnderPrecisionRecallCurve = Fetch(BinaryClassifierEvaluator.AuPrc); 123AreaUnderPrecisionRecallCurve = auprc;
21 references to AreaUnderPrecisionRecallCurve
Microsoft.ML.AutoML (5)
API\BinaryClassificationExperiment.cs (2)
71/// See <see cref="BinaryClassificationMetrics.AreaUnderPrecisionRecallCurve"/>. 477BinaryClassificationMetric.AreaUnderPrecisionRecallCurve => metrics.AreaUnderPrecisionRecallCurve,
AutoMLExperiment\IMetricManager.cs (1)
61BinaryClassificationMetric.AreaUnderPrecisionRecallCurve => metric.AreaUnderPrecisionRecallCurve,
Experiment\MetricsAgents\BinaryMetricsAgent.cs (1)
35return metrics.AreaUnderPrecisionRecallCurve;
Experiment\Runners\CrossValSummaryRunner.cs (1)
109auprc: GetAverageOfNonNaNScores(newMetrics.Select(x => x.AreaUnderPrecisionRecallCurve)),
Microsoft.ML.AutoML.Samples (1)
AutoFit\BinaryClassificationExperiment.cs (1)
65Console.WriteLine($"AreaUnderPrecisionRecallCurve: {metrics.AreaUnderPrecisionRecallCurve}");
Microsoft.ML.Data (1)
Evaluators\Metrics\BinaryClassificationMetrics.cs (1)
77/// datasets, <see cref="AreaUnderPrecisionRecallCurve"/> can highlight performance differences that
Microsoft.ML.Fairlearn (2)
Metrics\FairlearnMetricCatalog.cs (2)
108result["AreaUnderPrecisionRecallCurve"] = DataFrameColumn.Create("AreaUnderPrecisionRecallCurve", groupMetric.Keys.Select(k => groupMetric[k].AreaUnderPrecisionRecallCurve)); 127{ "AreaUnderPrecisionRecallCurve", metrics.AreaUnderPrecisionRecallCurve },
Microsoft.ML.IntegrationTests (1)
Common.cs (1)
180Assert.InRange(metrics.AreaUnderPrecisionRecallCurve, 0, 1);
Microsoft.ML.Tests (7)
TrainerEstimators\FAFMEstimator.cs (2)
36Assert.InRange(metrics.AreaUnderPrecisionRecallCurve, 0.65, 1); 62Assert.InRange(metrics.AreaUnderPrecisionRecallCurve, 0.9, 1);
TrainerEstimators\TreeEnsembleFeaturizerTest.cs (5)
346Assert.True(metrics.AreaUnderPrecisionRecallCurve > naiveMetrics.AreaUnderPrecisionRecallCurve); 385Assert.True(metrics.AreaUnderPrecisionRecallCurve > 0.98); 424Assert.True(metrics.AreaUnderPrecisionRecallCurve > 0.98); 759Assert.True(metrics.AreaUnderPrecisionRecallCurve > 0.98);
Microsoft.ML.Transforms (4)
MetricStatistics.cs (2)
180/// Summary statistics for <see cref="BinaryClassificationMetrics.AreaUnderPrecisionRecallCurve"/>. 209AreaUnderPrecisionRecallCurve.Add(metrics.AreaUnderPrecisionRecallCurve);
PermutationFeatureImportanceExtensions.cs (2)
322auprc: a.AreaUnderPrecisionRecallCurve - b.AreaUnderPrecisionRecallCurve);