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IRegressionTrainingSettings Interface
Definition
Important
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[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.RegressionTrainingSettingsTypeConverter))]
public interface IRegressionTrainingSettings : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ITrainingSettings[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.RegressionTrainingSettingsTypeConverter))>]
type IRegressionTrainingSettings = interface
interface IJsonSerializable
interface ITrainingSettingsPublic Interface IRegressionTrainingSettings
Implements ITrainingSettings- Derived
- Attributes
- Implements
Properties
| AllowedTrainingAlgorithm |
Allowed models for regression task. |
| BlockedTrainingAlgorithm |
Blocked models for regression task. |
| EnableDnnTraining |
Enable recommendation of DNN models. (Inherited from ITrainingSettings) |
| EnableModelExplainability |
Flag to turn on explainability on best model. (Inherited from ITrainingSettings) |
| EnableOnnxCompatibleModel |
Flag for enabling onnx compatible models. (Inherited from ITrainingSettings) |
| EnableStackEnsemble |
Enable stack ensemble run. (Inherited from ITrainingSettings) |
| EnableVoteEnsemble |
Enable voting ensemble run. (Inherited from ITrainingSettings) |
| EnsembleModelDownloadTimeout |
During VotingEnsemble and StackEnsemble model generation, multiple fitted models from the previous child runs are downloaded. Configure this parameter with a higher value than 300 secs, if more time is needed. (Inherited from ITrainingSettings) |
| StackEnsembleSettingStackMetaLearnerKWarg |
Optional parameters to pass to the initializer of the meta-learner. (Inherited from ITrainingSettings) |
| StackEnsembleSettingStackMetaLearnerTrainPercentage |
Specifies the proportion of the training set (when choosing train and validation type of training) to be reserved for training the meta-learner. Default value is 0.2. (Inherited from ITrainingSettings) |
| StackEnsembleSettingStackMetaLearnerType |
The meta-learner is a model trained on the output of the individual heterogeneous models. (Inherited from ITrainingSettings) |
Methods
| ToJson(JsonObject, SerializationMode) | (Inherited from IJsonSerializable) |