1 write to Settings
Microsoft.ML.AutoML (1)
API\ExperimentBase.cs (1)
41Settings = settings;
34 references to Settings
Microsoft.ML.AutoML (34)
API\BinaryClassificationExperiment.cs (9)
167_experiment.SetBinaryClassificationMetric(Settings.OptimizingMetric, label); 217_experiment.SetBinaryClassificationMetric(Settings.OptimizingMetric, label); 271_experiment.SetBinaryClassificationMetric(Settings.OptimizingMetric, label); 326var useSdca = Settings.Trainers.Contains(BinaryClassificationTrainer.SdcaLogisticRegression); 327var uselbfgs = Settings.Trainers.Contains(BinaryClassificationTrainer.LbfgsLogisticRegression); 328var useLgbm = Settings.Trainers.Contains(BinaryClassificationTrainer.LightGbm); 329var useFastForest = Settings.Trainers.Contains(BinaryClassificationTrainer.FastForest); 330var useFastTree = Settings.Trainers.Contains(BinaryClassificationTrainer.FastTree); 347if (Settings.UseAutoZeroTuner)
API\ExperimentBase.cs (2)
315Settings, MetricsAgent, _trainerAllowList, columns, runner, _logger); 350Settings, MetricsAgent, _trainerAllowList, columns, runner, _logger);
API\MulticlassClassificationExperiment.cs (12)
151_experiment.SetMulticlassClassificationMetric(Settings.OptimizingMetric, label); 152_experiment.SetTrainingTimeInSeconds(Settings.MaxExperimentTimeInSeconds); 202_experiment.SetMulticlassClassificationMetric(Settings.OptimizingMetric, label); 203_experiment.SetTrainingTimeInSeconds(Settings.MaxExperimentTimeInSeconds); 259_experiment.SetMulticlassClassificationMetric(Settings.OptimizingMetric, label); 260_experiment.SetTrainingTimeInSeconds(Settings.MaxExperimentTimeInSeconds); 316var useSdcaMaximumEntrophy = Settings.Trainers.Contains(MulticlassClassificationTrainer.SdcaMaximumEntropy); 317var uselbfgsLR = Settings.Trainers.Contains(MulticlassClassificationTrainer.LbfgsLogisticRegressionOva); 318var uselbfgsME = Settings.Trainers.Contains(MulticlassClassificationTrainer.LbfgsMaximumEntropy); 319var useLgbm = Settings.Trainers.Contains(MulticlassClassificationTrainer.LightGbm); 320var useFastForest = Settings.Trainers.Contains(MulticlassClassificationTrainer.FastForestOva); 321var useFastTree = Settings.Trainers.Contains(MulticlassClassificationTrainer.FastTreeOva);
API\RegressionExperiment.cs (11)
141_experiment.SetTrainingTimeInSeconds(Settings.MaxExperimentTimeInSeconds); 142_experiment.SetMaxModelToExplore(Settings.MaxModels); 148_experiment.SetRegressionMetric(Settings.OptimizingMetric, label); 197_experiment.SetRegressionMetric(Settings.OptimizingMetric, label); 253_experiment.SetRegressionMetric(Settings.OptimizingMetric, label); 299var useSdca = Settings.Trainers.Contains(RegressionTrainer.StochasticDualCoordinateAscent); 300var uselbfgs = Settings.Trainers.Contains(RegressionTrainer.LbfgsPoissonRegression); 301var useLgbm = Settings.Trainers.Contains(RegressionTrainer.LightGbm); 302var useFastForest = Settings.Trainers.Contains(RegressionTrainer.FastForest); 303var useFastTree = Settings.Trainers.Contains(RegressionTrainer.FastTree) || Settings.Trainers.Contains(RegressionTrainer.FastTreeTweedie);