EntitiesEvaluationSummary Class
Definition
Important
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Represents the evaluation result summary for the project's entities.
public class EntitiesEvaluationSummary : System.ClientModel.Primitives.IJsonModel<Azure.AI.Language.Conversations.Authoring.EntitiesEvaluationSummary>, System.ClientModel.Primitives.IPersistableModel<Azure.AI.Language.Conversations.Authoring.EntitiesEvaluationSummary>type EntitiesEvaluationSummary = class
interface IJsonModel<EntitiesEvaluationSummary>
interface IPersistableModel<EntitiesEvaluationSummary>Public Class EntitiesEvaluationSummary
Implements IJsonModel(Of EntitiesEvaluationSummary), IPersistableModel(Of EntitiesEvaluationSummary)- Inheritance
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EntitiesEvaluationSummary
- Implements
Properties
| ConfusionMatrix |
Represents the confusion matrix between two entities (the two entities can be the same). The matrix is between the entity that was labelled and the entity that was predicted. |
| Entities |
Represents the entities evaluation summary. |
| 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<EntitiesEvaluationSummary>.Create(Utf8JsonReader, ModelReaderWriterOptions) |
Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model. |
| IJsonModel<EntitiesEvaluationSummary>.Write(Utf8JsonWriter, ModelReaderWriterOptions) |
Writes the model to the provided Utf8JsonWriter. |
| IPersistableModel<EntitiesEvaluationSummary>.Create(BinaryData, ModelReaderWriterOptions) |
Converts the provided BinaryData into a model. |
| IPersistableModel<EntitiesEvaluationSummary>.GetFormatFromOptions(ModelReaderWriterOptions) |
Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service. |
| IPersistableModel<EntitiesEvaluationSummary>.Write(ModelReaderWriterOptions) |
Writes the model into a BinaryData. |
