AWS SDK Version 3 for .NET
API Reference

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Represents the output of a GetEvaluation operation and describes an Evaluation.

Inheritance Hierarchy

System.Object
  Amazon.Runtime.AmazonWebServiceResponse
    Amazon.MachineLearning.Model.GetEvaluationResponse

Namespace: Amazon.MachineLearning.Model
Assembly: AWSSDK.MachineLearning.dll
Version: 3.x.y.z

Syntax

C# 
public class GetEvaluationResponse : AmazonWebServiceResponse

The GetEvaluationResponse type exposes the following members

Constructors

NameDescription
Public Method GetEvaluationResponse()

Properties

NameTypeDescription
Public Property ComputeTime System.Int64

Gets and sets the property ComputeTime.

The approximate CPU time in milliseconds that Amazon Machine Learning spent processing the Evaluation, normalized and scaled on computation resources. ComputeTime is only available if the Evaluation is in the COMPLETED state.

Public Property ContentLength System.Int64 Inherited from Amazon.Runtime.AmazonWebServiceResponse.
Public Property CreatedAt System.DateTime

Gets and sets the property CreatedAt.

The time that the Evaluation was created. The time is expressed in epoch time.

Public Property CreatedByIamUser System.String

Gets and sets the property CreatedByIamUser.

The AWS user account that invoked the evaluation. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.

Public Property EvaluationDataSourceId System.String

Gets and sets the property EvaluationDataSourceId.

The DataSource used for this evaluation.

Public Property EvaluationId System.String

Gets and sets the property EvaluationId.

The evaluation ID which is same as the EvaluationId in the request.

Public Property FinishedAt System.DateTime

Gets and sets the property FinishedAt.

The epoch time when Amazon Machine Learning marked the Evaluation as COMPLETED or FAILED. FinishedAt is only available when the Evaluation is in the COMPLETED or FAILED state.

Public Property HttpStatusCode System.Net.HttpStatusCode Inherited from Amazon.Runtime.AmazonWebServiceResponse.
Public Property InputDataLocationS3 System.String

Gets and sets the property InputDataLocationS3.

The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).

Public Property LastUpdatedAt System.DateTime

Gets and sets the property LastUpdatedAt.

The time of the most recent edit to the Evaluation. The time is expressed in epoch time.

Public Property LogUri System.String

Gets and sets the property LogUri.

A link to the file that contains logs of the CreateEvaluation operation.

Public Property Message System.String

Gets and sets the property Message.

A description of the most recent details about evaluating the MLModel.

Public Property MLModelId System.String

Gets and sets the property MLModelId.

The ID of the MLModel that was the focus of the evaluation.

Public Property Name System.String

Gets and sets the property Name.

A user-supplied name or description of the Evaluation.

Public Property PerformanceMetrics Amazon.MachineLearning.Model.PerformanceMetrics

Gets and sets the property PerformanceMetrics.

Measurements of how well the MLModel performed using observations referenced by the DataSource. One of the following metric is returned based on the type of the MLModel:

  • BinaryAUC: A binary MLModel uses the Area Under the Curve (AUC) technique to measure performance.

  • RegressionRMSE: A regression MLModel uses the Root Mean Square Error (RMSE) technique to measure performance. RMSE measures the difference between predicted and actual values for a single variable.

  • MulticlassAvgFScore: A multiclass MLModel uses the F1 score technique to measure performance.

For more information about performance metrics, please see the Amazon Machine Learning Developer Guide.

Public Property ResponseMetadata Amazon.Runtime.ResponseMetadata Inherited from Amazon.Runtime.AmazonWebServiceResponse.
Public Property StartedAt System.DateTime

Gets and sets the property StartedAt.

The epoch time when Amazon Machine Learning marked the Evaluation as INPROGRESS. StartedAt isn't available if the Evaluation is in the PENDING state.

Public Property Status Amazon.MachineLearning.EntityStatus

Gets and sets the property Status.

The status of the evaluation. This element can have one of the following values:

  • PENDING - Amazon Machine Language (Amazon ML) submitted a request to evaluate an MLModel.

  • INPROGRESS - The evaluation is underway.

  • FAILED - The request to evaluate an MLModel did not run to completion. It is not usable.

  • COMPLETED - The evaluation process completed successfully.

  • DELETED - The Evaluation is marked as deleted. It is not usable.

Version Information

.NET Core App:
Supported in: 3.1

.NET Standard:
Supported in: 2.0

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