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Creates a new
Evaluation of an
is evaluated on a set of observations associated to a
DataSource for an
Evaluation contains values for the
Evaluation compares the predicted result for each observation to
the actual outcome and provides a summary so that you know how effective the
functions on the test data. Evaluation generates a relevant performance metric, such
as BinaryAUC, RegressionRMSE or MulticlassAvgFScore based on the corresponding
CreateEvaluation is an asynchronous operation. In response to
Amazon Machine Learning (Amazon ML) immediately returns and sets the evaluation status
PENDING. After the
Evaluation is created and ready for
use, Amazon ML sets the status to
You can use the
GetEvaluation operation to check progress of the evaluation
during the creation operation.
For .NET Core and PCL this operation is only available in asynchronous form. Please refer to CreateEvaluationAsync.
public abstract CreateEvaluationResponse CreateEvaluation( CreateEvaluationRequest request )
Container for the necessary parameters to execute the CreateEvaluation service method.
|IdempotentParameterMismatchException||A second request to use or change an object was not allowed. This can result from retrying a request using a parameter that was not present in the original request.|
|InternalServerException||An error on the server occurred when trying to process a request.|
|InvalidInputException||An error on the client occurred. Typically, the cause is an invalid input value.|
Supported in: 4.5, 4.0, 3.5
Portable Class Library:
Supported in: Windows Store Apps
Supported in: Windows Phone 8.1
Supported in: Xamarin Android
Supported in: Xamarin iOS (Unified)
Supported in: Xamarin.Forms