package Paws::MachineLearning::GetEvaluationOutput; use Moose; has ComputeTime => (is => 'ro', isa => 'Int'); has CreatedAt => (is => 'ro', isa => 'Str'); has CreatedByIamUser => (is => 'ro', isa => 'Str'); has EvaluationDataSourceId => (is => 'ro', isa => 'Str'); has EvaluationId => (is => 'ro', isa => 'Str'); has FinishedAt => (is => 'ro', isa => 'Str'); has InputDataLocationS3 => (is => 'ro', isa => 'Str'); has LastUpdatedAt => (is => 'ro', isa => 'Str'); has LogUri => (is => 'ro', isa => 'Str'); has Message => (is => 'ro', isa => 'Str'); has MLModelId => (is => 'ro', isa => 'Str'); has Name => (is => 'ro', isa => 'Str'); has PerformanceMetrics => (is => 'ro', isa => 'Paws::MachineLearning::PerformanceMetrics'); has StartedAt => (is => 'ro', isa => 'Str'); has Status => (is => 'ro', isa => 'Str'); has _request_id => (is => 'ro', isa => 'Str'); ### main pod documentation begin ### =head1 NAME Paws::MachineLearning::GetEvaluationOutput =head1 ATTRIBUTES =head2 ComputeTime => Int The approximate CPU time in milliseconds that Amazon Machine Learning spent processing the C, normalized and scaled on computation resources. C is only available if the C is in the C state. =head2 CreatedAt => Str The time that the C was created. The time is expressed in epoch time. =head2 CreatedByIamUser => Str 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. =head2 EvaluationDataSourceId => Str The C used for this evaluation. =head2 EvaluationId => Str The evaluation ID which is same as the C in the request. =head2 FinishedAt => Str The epoch time when Amazon Machine Learning marked the C as C or C. C is only available when the C is in the C or C state. =head2 InputDataLocationS3 => Str The location of the data file or directory in Amazon Simple Storage Service (Amazon S3). =head2 LastUpdatedAt => Str The time of the most recent edit to the C. The time is expressed in epoch time. =head2 LogUri => Str A link to the file that contains logs of the C operation. =head2 Message => Str A description of the most recent details about evaluating the C. =head2 MLModelId => Str The ID of the C that was the focus of the evaluation. =head2 Name => Str A user-supplied name or description of the C. =head2 PerformanceMetrics => L Measurements of how well the C performed using observations referenced by the C. One of the following metric is returned based on the type of the C: =over =item * BinaryAUC: A binary C uses the Area Under the Curve (AUC) technique to measure performance. =item * RegressionRMSE: A regression C uses the Root Mean Square Error (RMSE) technique to measure performance. RMSE measures the difference between predicted and actual values for a single variable. =item * MulticlassAvgFScore: A multiclass C uses the F1 score technique to measure performance. =back For more information about performance metrics, please see the Amazon Machine Learning Developer Guide (https://docs.aws.amazon.com/machine-learning/latest/dg). =head2 StartedAt => Str The epoch time when Amazon Machine Learning marked the C as C. C isn't available if the C is in the C state. =head2 Status => Str The status of the evaluation. This element can have one of the following values: =over =item * C - Amazon Machine Language (Amazon ML) submitted a request to evaluate an C. =item * C - The evaluation is underway. =item * C - The request to evaluate an C did not run to completion. It is not usable. =item * C - The evaluation process completed successfully. =item * C - The C is marked as deleted. It is not usable. =back Valid values are: C<"PENDING">, C<"INPROGRESS">, C<"FAILED">, C<"COMPLETED">, C<"DELETED"> =head2 _request_id => Str =cut 1;