StackEnsembleSettings Class
Definition
Important
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Advances setting to customize StackEnsemble run.
[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.StackEnsembleSettingsTypeConverter))]
public class StackEnsembleSettings : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IStackEnsembleSettings[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.StackEnsembleSettingsTypeConverter))>]
type StackEnsembleSettings = class
interface IStackEnsembleSettings
interface IJsonSerializablePublic Class StackEnsembleSettings
Implements IStackEnsembleSettings- Inheritance
-
StackEnsembleSettings
- Attributes
- Implements
Constructors
| StackEnsembleSettings() |
Creates an new StackEnsembleSettings instance. |
Properties
| StackMetaLearnerKWarg |
Optional parameters to pass to the initializer of the meta-learner. |
| StackMetaLearnerTrainPercentage |
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. |
| StackMetaLearnerType |
The meta-learner is a model trained on the output of the individual heterogeneous models. |
Methods
| DeserializeFromDictionary(IDictionary) |
Deserializes a IDictionary into an instance of StackEnsembleSettings. |
| DeserializeFromPSObject(PSObject) |
Deserializes a PSObject into an instance of StackEnsembleSettings. |
| FromJson(JsonNode) |
Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IStackEnsembleSettings. |
| FromJsonString(String) |
Creates a new instance of StackEnsembleSettings, deserializing the content from a json string. |
| ToJson(JsonObject, SerializationMode) |
Serializes this instance of StackEnsembleSettings into a JsonNode. |
| ToJsonString() |
Serializes this instance to a json string. |
| ToString() | |