TextNer Class
Definition
Important
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Text-NER task in AutoML NLP vertical. NER - Named Entity Recognition. NLP - Natural Language Processing.
public class TextNer : Azure.ResourceManager.MachineLearning.Models.AutoMLVerticaltype TextNer = class
inherit AutoMLVerticalPublic Class TextNer
Inherits AutoMLVertical- Inheritance
Constructors
| TextNer(MachineLearningTableJobInput) |
Initializes a new instance of TextNer. |
Properties
| FeaturizationDatasetLanguage |
Dataset language, useful for the text data. |
| FixedParameters |
Model/training parameters that will remain constant throughout training. |
| LimitSettings |
Execution constraints for AutoMLJob. |
| LogVerbosity |
Log verbosity for the job. (Inherited from AutoMLVertical) |
| PrimaryMetric |
Primary metric for Text-NER task. Only 'Accuracy' is supported for Text-NER, so user need not set this explicitly. |
| 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. |
Applies to
Azure SDK for .NET
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