TextClassification Class
Definition
Important
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Text Classification task in AutoML NLP vertical. NLP - Natural Language Processing.
public class TextClassification : Azure.ResourceManager.MachineLearning.Models.AutoMLVertical, System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.TextClassification>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.TextClassification>public class TextClassification : Azure.ResourceManager.MachineLearning.Models.AutoMLVerticaltype TextClassification = class
inherit AutoMLVertical
interface IJsonModel<TextClassification>
interface IPersistableModel<TextClassification>type TextClassification = class
inherit AutoMLVerticalPublic Class TextClassification
Inherits AutoMLVertical
Implements IJsonModel(Of TextClassification), IPersistableModel(Of TextClassification)Public Class TextClassification
Inherits AutoMLVertical- Inheritance
- Implements
Constructors
| Name | Description |
|---|---|
| TextClassification(MachineLearningTableJobInput) |
Initializes a new instance of TextClassification. |
Properties
| Name | Description |
|---|---|
| FeaturizationDatasetLanguage |
Dataset language, useful for the text data. |
| FixedParameters |
Model/training parameters that will remain constant throughout training. |
| LimitSettings |
Execution constraints for AutoMLJob. |
| LogVerbosity |
Enum for setting log verbosity. (Inherited from AutoMLVertical) |
| PrimaryMetric |
Primary metrics for classification tasks. |
| SearchSpace |
Search space for sampling different combinations of models and their hyperparameters. |
| SweepSettings |
Settings for model sweeping and hyperparameter tuning. |
| TargetColumnName |
Target column name: This is prediction values column. Also known as label column name in context of classification tasks. (Inherited from AutoMLVertical) |
| TrainingData |
[Required] Training data input. (Inherited from AutoMLVertical) |
| ValidationData |
Validation data inputs. |
