Important
Some information relates to prerelease product that may be substantially modified before it’s released. Microsoft makes no warranties, express or implied, with respect to the information provided here.
|
BinaryClassification(String, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, FastTreeOption, LgbmOption, FastForestOption, LbfgsOption, SdcaOption, SearchSpace<FastTreeOption>, SearchSpace<LgbmOption>, SearchSpace<FastForestOption>, SearchSpace<LbfgsOption>, SearchSpace<SdcaOption>)
|
Create a list of SweepableEstimator for binary classification.
|
|
CreateBinaryClassificationExperiment(BinaryExperimentSettings)
|
Creates a new AutoML experiment to run on a binary classification dataset.
|
|
CreateBinaryClassificationExperiment(UInt32)
|
Creates a new AutoML experiment to run on a binary classification dataset.
|
|
CreateExperiment(AutoMLExperiment+AutoMLExperimentSettings)
|
Create an AutoMLExperiment.
|
|
CreateMulticlassClassificationExperiment(MulticlassExperimentSettings)
|
Creates a new AutoML experiment to run on a multiclass classification dataset.
|
|
CreateMulticlassClassificationExperiment(UInt32)
|
Creates a new AutoML experiment to run on a multiclass classification dataset.
|
|
CreateRankingExperiment(RankingExperimentSettings)
|
Creates a new AutoML experiment to run on a ranking dataset.
|
|
CreateRankingExperiment(UInt32)
|
Creates a new AutoML experiment to run on a ranking dataset.
|
|
CreateRecommendationExperiment(RecommendationExperimentSettings)
|
Creates a new AutoML experiment to run on a recommendation dataset.
|
|
CreateRecommendationExperiment(UInt32)
|
Creates a new AutoML experiment to run on a recommendation classification dataset.
|
|
CreateRegressionExperiment(RegressionExperimentSettings)
|
Creates a new AutoML experiment to run on a regression dataset.
|
|
CreateRegressionExperiment(UInt32)
|
Creates a new AutoML experiment to run on a regression dataset.
|
|
CreateSweepableEstimator<T>(Func<MLContext,T,IEstimator<ITransformer>>, SearchSpace<T>)
|
Create a sweepable estimator with a custom factory and search space.
|
|
InferColumns(String, ColumnInformation, Nullable<Char>, Nullable<Boolean>, Nullable<Boolean>, Boolean, Boolean)
|
Infers information about the columns of a dataset in a file located at path.
|
|
InferColumns(String, String, Nullable<Char>, Nullable<Boolean>, Nullable<Boolean>, Boolean, Boolean)
|
Infers information about the columns of a dataset in a file located at path.
|
|
InferColumns(String, UInt32, Boolean, Nullable<Char>, Nullable<Boolean>, Nullable<Boolean>, Boolean, Boolean)
|
Infers information about the columns of a dataset in a file located at path.
|
|
MultiClassification(String, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, FastTreeOption, LgbmOption, FastForestOption, LbfgsOption, SdcaOption, SearchSpace<FastTreeOption>, SearchSpace<LgbmOption>, SearchSpace<FastForestOption>, SearchSpace<LbfgsOption>, SearchSpace<SdcaOption>)
|
Create a list of SweepableEstimator for multiclass classification.
|
|
Regression(String, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, FastTreeOption, LgbmOption, FastForestOption, LbfgsOption, SdcaOption, SearchSpace<FastTreeOption>, SearchSpace<LgbmOption>, SearchSpace<FastForestOption>, SearchSpace<LbfgsOption>, SearchSpace<SdcaOption>)
|
Create a list of SweepableEstimator for regression.
|