MultiLabelClassificationEvalSummary Class

Reference

Definition

Namespace:: Azure.AI.Language.Text.Authoring

Assembly:: Azure.AI.Language.Text.Authoring.dll

Package:: Azure.AI.Language.Text.Authoring v1.0.0-beta.1

Source:: MultiLabelClassificationEvalSummary.cs

Important

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Represents the evaluation summary for a multi-label classification project.

public class MultiLabelClassificationEvalSummary : System.ClientModel.Primitives.IJsonModel<Azure.AI.Language.Text.Authoring.MultiLabelClassificationEvalSummary>, System.ClientModel.Primitives.IPersistableModel<Azure.AI.Language.Text.Authoring.MultiLabelClassificationEvalSummary>

type MultiLabelClassificationEvalSummary = class
    interface IJsonModel<MultiLabelClassificationEvalSummary>
    interface IPersistableModel<MultiLabelClassificationEvalSummary>

Public Class MultiLabelClassificationEvalSummary
Implements IJsonModel(Of MultiLabelClassificationEvalSummary), IPersistableModel(Of MultiLabelClassificationEvalSummary)

Inheritance: Object
MultiLabelClassificationEvalSummary

Implements: IJsonModel<MultiLabelClassificationEvalSummary> IPersistableModel<MultiLabelClassificationEvalSummary> IPersistableModel<T>

Properties

Classes	Represents the classes evaluation.
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<MultiLabelClassificationEvalSummary>.Create(Utf8JsonReader, ModelReaderWriterOptions)	Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.
IJsonModel<MultiLabelClassificationEvalSummary>.Write(Utf8JsonWriter, ModelReaderWriterOptions)	Writes the model to the provided Utf8JsonWriter.
IPersistableModel<MultiLabelClassificationEvalSummary>.Create(BinaryData, ModelReaderWriterOptions)	Converts the provided BinaryData into a model.
IPersistableModel<MultiLabelClassificationEvalSummary>.GetFormatFromOptions(ModelReaderWriterOptions)	Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.
IPersistableModel<MultiLabelClassificationEvalSummary>.Write(ModelReaderWriterOptions)	Writes the model into a BinaryData.

Applies to