Metric

14 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 (5)

AutoMLExperimentTests.cs (2)

81Metric = metric, 512Metric = metric,

TunerTests.cs (3)

61Metric = i, 273Metric = metric, 373Metric = metric,

Microsoft.ML.Fairlearn (1)

Reductions\GridSearchTrialRunner.cs (1)

99Metric = metric,

21 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 (13)

AutoMLExperimentTests.cs (13)

62Assert.Equal(expectedMetric, result.Metric); 203Assert.True(res.Metric > 0); 232Assert.True(res.Metric > 0); 286Assert.True(result.Metric > 0.8); 311Assert.True(result.Metric > 0.8); 336Assert.True(result.Metric > 0.8); 363Assert.True(result.Metric > 0.8); 390Assert.True(result.Metric > 0.8); 417Assert.True(result.Metric > 0.5); 426Assert.True(result.Metric > 0.5); 447Assert.True(result.Metric > 0.5); 466Assert.True(result.Metric > 0.2); 467Assert.True(result.Metric < 0.5);

Microsoft.ML.Fairlearn.Tests (1)

GridSearchTest.cs (1)

105Assert.True(bestResult.Metric >= 0.4);