1 write to BestRun
Microsoft.ML.AutoML (1)
API\ExperimentResults\ExperimentResult.cs (1)
37BestRun = bestRun;
40 references to BestRun
Microsoft.ML.AutoML.Samples (5)
AutoFit\BinaryClassificationExperiment.cs (1)
31RunDetail<BinaryClassificationMetrics> bestRun = experimentResult.BestRun;
AutoFit\MulticlassClassificationExperiment.cs (1)
32RunDetail<MulticlassClassificationMetrics> bestRun = experimentResult.BestRun;
AutoFit\RankingExperiment.cs (1)
40RunDetail<RankingMetrics> bestRun = experimentResult.BestRun;
AutoFit\RecommendationExperiment.cs (1)
44RunDetail<RegressionMetrics> bestRun = experimentResult.BestRun;
AutoFit\RegressionExperiment.cs (1)
32RunDetail<RegressionMetrics> bestRun = experimentResult.BestRun;
Microsoft.ML.AutoML.Tests (35)
AutoFitTests.cs (35)
61Assert.True(result.BestRun.ValidationMetrics.Accuracy > 0.70); 62Assert.NotNull(result.BestRun.Estimator); 63Assert.NotNull(result.BestRun.Model); 64Assert.NotNull(result.BestRun.TrainerName); 88result.BestRun.ValidationMetrics.Accuracy.Should().BeGreaterOrEqualTo(0.7); 89Assert.NotNull(result.BestRun.Estimator); 90Assert.NotNull(result.BestRun.Model); 91Assert.NotNull(result.BestRun.TrainerName); 115Assert.True(result.BestRun.ValidationMetrics.Accuracy > 0.70); 116Assert.NotNull(result.BestRun.Estimator); 117Assert.NotNull(result.BestRun.Model); 118Assert.NotNull(result.BestRun.TrainerName); 175Assert.True(result.BestRun.ValidationMetrics.RSquared > 0.70); 176Assert.NotNull(result.BestRun.Estimator); 177Assert.NotNull(result.BestRun.TrainerName); 236Assert.True(result.BestRun.ValidationMetrics.RSquared > 0.70); 237Assert.NotNull(result.BestRun.Estimator); 238Assert.NotNull(result.BestRun.TrainerName); 245Assert.True(result.BestRun.ValidationMetrics.RSquared > 0.70); 246Assert.NotNull(result.BestRun.Estimator); 247Assert.NotNull(result.BestRun.TrainerName); 250var model = result.BestRun.Estimator.Fit(context.Data.TakeRows(dataset, 1000)); 320Assert.True(result.BestRun.ValidationMetrics.MicroAccuracy >= 0.7); 321var scoredData = result.BestRun.Model.Transform(trainData); 324var model = result.BestRun.Estimator.Fit(trainData); 350result.BestRun.ValidationMetrics.MicroAccuracy.Should().BeGreaterThan(0.1); 352var scoredData = result.BestRun.Model.Transform(trainData); 402Assert.InRange(result.BestRun.ValidationMetrics.MicroAccuracy, 0.1, 0.9); 403var scoredData = result.BestRun.Model.Transform(trainData); 453RunDetail<RankingMetrics> bestRun = experimentResults[i].BestRun; 540RunDetail<RegressionMetrics> bestRun = experimentResult.BestRun; 604.BestRun 611.BestRun 618.BestRun 687IDataView predictions = experiment.BestRun.Model.Transform(trainData);