Metric

13 writes to Metric

Microsoft.ML.AutoML (8)

API\BinaryClassificationExperiment.cs (2)

409Metric = metric, 435Metric = metric,

API\MulticlassClassificationExperiment.cs (2)

387Metric = metric, 413Metric = metric,

API\RegressionExperiment.cs (2)

414Metric = metric, 440Metric = metric,

AutoMLExperiment\Runner\SweepablePipelineRunner.cs (2)

65Metric = metric, 84Metric = metric,

Microsoft.ML.AutoML.Tests (4)

AutoMLExperimentTests.cs (1)

457Metric = metric,

TunerTests.cs (3)

62Metric = i, 274Metric = metric, 374Metric = metric,

Microsoft.ML.Fairlearn (1)

Reductions\GridSearchTrialRunner.cs (1)

99Metric = metric,

20 references to Metric

Microsoft.ML.AutoML (5)

AutoMLExperiment\IMonitor.cs (4)

43_logger.Info($"Update Best Trial - Id: {result.TrialSettings.TrialId} - Metric: {result.Metric} - Pipeline: {_pipeline.ToString(result.TrialSettings.Parameter)}"); 50_logger.Info($"Update Completed Trial - Id: {result.TrialSettings.TrialId} - Raw Metric: {result.Metric + fResult.FairnessMetric} - Fairness Metric: {-fResult.FairnessMetric} - Total Metric: {result.Metric} - Pipeline: {this._pipeline} - Duration: {result.DurationInMilliseconds}"); 54_logger.Info($"Update Completed Trial - Id: {result.TrialSettings.TrialId} - Metric: {result.Metric} - Pipeline: {this._pipeline} - Duration: {result.DurationInMilliseconds}");

Tuner\SmacTuner.cs (1)

194double bestLoss = _histories.Min(t => t.Metric);

Microsoft.ML.AutoML.Interactive (2)

AutoMLMonitorKernelExtension.cs (1)

75var y = monitor.CompletedTrials.Select(x => x.Metric);

NotebookMonitor.cs (1)

52new KeyValuePair<string, object>("Metric", result.Metric),

Microsoft.ML.AutoML.Tests (12)

AutoMLExperimentTests.cs (12)

148res.Metric.Should().BeGreaterThan(0); 177res.Metric.Should().BeGreaterThan(0); 231result.Metric.Should().BeGreaterThan(0.8); 256result.Metric.Should().BeGreaterThan(0.8); 281result.Metric.Should().BeGreaterThan(0.8); 308result.Metric.Should().BeGreaterThan(0.8); 335result.Metric.Should().BeGreaterThan(0.8); 362result.Metric.Should().BeGreaterThan(0.5); 371result.Metric.Should().BeGreaterThan(0.5); 392result.Metric.Should().BeGreaterThan(0.5); 411result.Metric.Should().BeGreaterThan(0.2); 412result.Metric.Should().BeLessThan(0.5);

Microsoft.ML.Fairlearn.Tests (1)

GridSearchTest.cs (1)

106bestResult.Metric.Should().BeGreaterOrEqualTo(0.4);