SingleLabelClassificationEvalSummary Class
Definition
Important
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Represents the evaluation summary for a custom single-label classification project.
public class SingleLabelClassificationEvalSummary : System.ClientModel.Primitives.IJsonModel<Azure.AI.Language.Text.Authoring.SingleLabelClassificationEvalSummary>, System.ClientModel.Primitives.IPersistableModel<Azure.AI.Language.Text.Authoring.SingleLabelClassificationEvalSummary>type SingleLabelClassificationEvalSummary = class
interface IJsonModel<SingleLabelClassificationEvalSummary>
interface IPersistableModel<SingleLabelClassificationEvalSummary>Public Class SingleLabelClassificationEvalSummary
Implements IJsonModel(Of SingleLabelClassificationEvalSummary), IPersistableModel(Of SingleLabelClassificationEvalSummary)- Inheritance
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SingleLabelClassificationEvalSummary
- Implements
Properties
| Classes |
Represents the classes evaluation. |
| ConfusionMatrix |
Represents the confusion matrix between two classes (the two classes can be the same). The matrix is between the class that was labelled and the class that was predicted. |
| MacroF1 |
Represents the macro F1. Expected value is a float between 0 and 1 inclusive. |
| MacroPrecision |
Represents the macro precision. Expected value is a float between 0 and 1 inclusive. |
| MacroRecall |
Represents the macro recall. Expected value is a float between 0 and 1 inclusive. |
| MicroF1 |
Represents the micro F1. Expected value is a float between 0 and 1 inclusive. |
| MicroPrecision |
Represents the micro precision. Expected value is a float between 0 and 1 inclusive. |
| MicroRecall |
Represents the micro recall. Expected value is a float between 0 and 1 inclusive. |
Methods
| JsonModelWriteCore(Utf8JsonWriter, ModelReaderWriterOptions) |
Explicit Interface Implementations
| IJsonModel<SingleLabelClassificationEvalSummary>.Create(Utf8JsonReader, ModelReaderWriterOptions) |
Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model. |
| IJsonModel<SingleLabelClassificationEvalSummary>.Write(Utf8JsonWriter, ModelReaderWriterOptions) |
Writes the model to the provided Utf8JsonWriter. |
| IPersistableModel<SingleLabelClassificationEvalSummary>.Create(BinaryData, ModelReaderWriterOptions) |
Converts the provided BinaryData into a model. |
| IPersistableModel<SingleLabelClassificationEvalSummary>.GetFormatFromOptions(ModelReaderWriterOptions) |
Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service. |
| IPersistableModel<SingleLabelClassificationEvalSummary>.Write(ModelReaderWriterOptions) |
Writes the model into a BinaryData. |
