AWS SDK Version 2 for .NET
API Reference

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.NET Framework 3.5
 
Container for the parameters to the CreateEvaluation operation. Creates a new Evaluation of an MLModel. An MLModel is evaluated on a set of observations associated to a DataSource. Like a DataSource for an MLModel, the DataSource for an Evaluation contains values for the Target Variable. The Evaluation compares the predicted result for each observation to the actual outcome and provides a summary so that you know how effective the MLModel functions on the test data. Evaluation generates a relevant performance metric such as BinaryAUC, RegressionRMSE or MulticlassAvgFScore based on the corresponding MLModelType: BINARY, REGRESSION or MULTICLASS.

CreateEvaluation is an asynchronous operation. In response to CreateEvaluation, Amazon Machine Learning (Amazon ML) immediately returns and sets the evaluation status to PENDING. After the Evaluation is created and ready for use, Amazon ML sets the status to COMPLETED.

You can use the GetEvaluation operation to check progress of the evaluation during the creation operation.

Inheritance Hierarchy

System.Object
  Amazon.Runtime.AmazonWebServiceRequest
    Amazon.MachineLearning.AmazonMachineLearningRequest
      Amazon.MachineLearning.Model.CreateEvaluationRequest

Namespace: Amazon.MachineLearning.Model
Assembly: AWSSDK.dll
Version: (assembly version)

Syntax

C#
public class CreateEvaluationRequest : AmazonMachineLearningRequest
         IRequestEvents

The CreateEvaluationRequest type exposes the following members

Constructors

NameDescription
Public Method CreateEvaluationRequest()

Properties

NameTypeDescription
Public Property EvaluationDataSourceId System.String Gets and sets the property EvaluationDataSourceId.

The ID of the DataSource for the evaluation. The schema of the DataSource must match the schema used to create the MLModel.

Public Property EvaluationId System.String Gets and sets the property EvaluationId.

A user-supplied ID that uniquely identifies the Evaluation.

Public Property EvaluationName System.String Gets and sets the property EvaluationName.

A user-supplied name or description of the Evaluation.

Public Property MLModelId System.String Gets and sets the property MLModelId.

The ID of the MLModel to evaluate.

The schema used in creating the MLModel must match the schema of the DataSource used in the Evaluation.

Version Information

.NET Framework:
Supported in: 4.5, 4.0, 3.5