| Class | Description |
|---|---|
| CategoricalParameterRange |
Specifies a categorical hyperparameter and it's range of tunable values.
|
| ContinuousParameterRange |
Specifies a continuous hyperparameter and it's range of tunable values.
|
| CreateDatasetGroupRequest | |
| CreateDatasetGroupResult | |
| CreateDatasetImportJobRequest | |
| CreateDatasetImportJobResult | |
| CreateDatasetRequest | |
| CreateDatasetResult | |
| CreateForecastExportJobRequest | |
| CreateForecastExportJobResult | |
| CreateForecastRequest | |
| CreateForecastResult | |
| CreatePredictorRequest | |
| CreatePredictorResult | |
| DataDestination |
The destination of an exported forecast and credentials to access the location.
|
| DatasetGroupSummary |
Provides a summary of the dataset group properties used in the ListDatasetGroups operation.
|
| DatasetImportJobSummary |
Provides a summary of the dataset import job properties used in the ListDatasetImportJobs operation.
|
| DatasetSummary |
Provides a summary of the dataset properties used in the ListDatasets operation.
|
| DataSource |
The source of your training data and credentials to access the data.
|
| DeleteDatasetGroupRequest | |
| DeleteDatasetGroupResult | |
| DeleteDatasetImportJobRequest | |
| DeleteDatasetImportJobResult | |
| DeleteDatasetRequest | |
| DeleteDatasetResult | |
| DeleteForecastExportJobRequest | |
| DeleteForecastExportJobResult | |
| DeleteForecastRequest | |
| DeleteForecastResult | |
| DeletePredictorRequest | |
| DeletePredictorResult | |
| DescribeDatasetGroupRequest | |
| DescribeDatasetGroupResult | |
| DescribeDatasetImportJobRequest | |
| DescribeDatasetImportJobResult | |
| DescribeDatasetRequest | |
| DescribeDatasetResult | |
| DescribeForecastExportJobRequest | |
| DescribeForecastExportJobResult | |
| DescribeForecastRequest | |
| DescribeForecastResult | |
| DescribePredictorRequest | |
| DescribePredictorResult | |
| EncryptionConfig |
An AWS Key Management Service (KMS) key and an AWS Identity and Access Management (IAM) role that Amazon Forecast can
assume to access the key.
|
| EvaluationParameters |
Parameters that define how to split a dataset into training data and testing data, and the number of iterations to
perform.
|
| EvaluationResult |
The results of evaluating an algorithm.
|
| Featurization |
Provides featurization (transformation) information for a dataset field.
|
| FeaturizationConfig |
In a CreatePredictor operation, the specified algorithm trains a model using the specified dataset group.
|
| FeaturizationMethod |
Provides information about a method that featurizes (transforms) a dataset field.
|
| Filter |
Describes a filter for choosing a subset of objects.
|
| ForecastExportJobSummary |
Provides a summary of the forecast export job properties used in the ListForecastExportJobs operation.
|
| ForecastSummary |
Provides a summary of the forecast properties used in the ListForecasts operation.
|
| GetAccuracyMetricsRequest | |
| GetAccuracyMetricsResult | |
| HyperParameterTuningJobConfig |
Configuration information for a hyperparameter tuning job.
|
| InputDataConfig |
The data used to train a predictor.
|
| IntegerParameterRange |
Specifies an integer hyperparameter and it's range of tunable values.
|
| ListDatasetGroupsRequest | |
| ListDatasetGroupsResult | |
| ListDatasetImportJobsRequest | |
| ListDatasetImportJobsResult | |
| ListDatasetsRequest | |
| ListDatasetsResult | |
| ListForecastExportJobsRequest | |
| ListForecastExportJobsResult | |
| ListForecastsRequest | |
| ListForecastsResult | |
| ListPredictorsRequest | |
| ListPredictorsResult | |
| Metrics |
Provides metrics used to evaluate the performance of a predictor.
|
| ParameterRanges |
Specifies the categorical, continuous, and integer hyperparameters, and their ranges of tunable values.
|
| PredictorSummary |
Provides a summary of the predictor properties used in the ListPredictors operation.
|
| S3Config |
The path to the file(s) in an Amazon Simple Storage Service (Amazon S3) bucket, and an AWS Identity and Access
Management (IAM) role that Amazon Forecast can assume to access the file(s).
|
| Schema |
Defines the fields of a dataset.
|
| SchemaAttribute |
An attribute of a schema, which defines a field of a dataset.
|
| Statistics |
Provides statistics for each data field imported to an Amazon Forecast dataset with the CreateDatasetImportJob
operation.
|
| SupplementaryFeature |
Describes a supplementary feature of a dataset group.
|
| UpdateDatasetGroupRequest | |
| UpdateDatasetGroupResult | |
| WeightedQuantileLoss |
The weighted loss value for a quantile.
|
| WindowSummary |
The metrics for a time range within the evaluation portion of a dataset.
|
| Enum | Description |
|---|---|
| AttributeType | |
| DatasetType | |
| Domain | |
| EvaluationType | |
| FeaturizationMethodName | |
| FilterConditionString | |
| ScalingType |
| Exception | Description |
|---|---|
| AmazonForecastException |
Base exception for all service exceptions thrown by Amazon Forecast Service
|
| InvalidInputException |
We can't process the request because it includes an invalid value or a value that exceeds the valid range.
|
| InvalidNextTokenException |
The token is not valid.
|
| LimitExceededException |
The limit on the number of requests per second has been exceeded.
|
| ResourceAlreadyExistsException |
There is already a resource with that Amazon Resource Name (ARN).
|
| ResourceInUseException |
The specified resource is in use.
|
| ResourceNotFoundException |
We can't find a resource with that Amazon Resource Name (ARN).
|
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