| Class | Description |
|---|---|
| Action |
Defines the modifications that you are making to an attribute for a what-if forecast.
|
| AdditionalDataset |
Describes an additional dataset.
|
| AttributeConfig |
Provides information about the method used to transform attributes.
|
| Baseline |
Metrics you can use as a baseline for comparison purposes.
|
| BaselineMetric |
An individual metric that you can use for comparison as you evaluate your monitoring results.
|
| CategoricalParameterRange |
Specifies a categorical hyperparameter and it's range of tunable values.
|
| ContinuousParameterRange |
Specifies a continuous hyperparameter and it's range of tunable values.
|
| CreateAutoPredictorRequest | |
| CreateAutoPredictorResult | |
| CreateDatasetGroupRequest | |
| CreateDatasetGroupResult | |
| CreateDatasetImportJobRequest | |
| CreateDatasetImportJobResult | |
| CreateDatasetRequest | |
| CreateDatasetResult | |
| CreateExplainabilityExportRequest | |
| CreateExplainabilityExportResult | |
| CreateExplainabilityRequest | |
| CreateExplainabilityResult | |
| CreateForecastExportJobRequest | |
| CreateForecastExportJobResult | |
| CreateForecastRequest | |
| CreateForecastResult | |
| CreateMonitorRequest | |
| CreateMonitorResult | |
| CreatePredictorBacktestExportJobRequest | |
| CreatePredictorBacktestExportJobResult | |
| CreatePredictorRequest | |
| CreatePredictorResult | |
| CreateWhatIfAnalysisRequest | |
| CreateWhatIfAnalysisResult | |
| CreateWhatIfForecastExportRequest | |
| CreateWhatIfForecastExportResult | |
| CreateWhatIfForecastRequest | |
| CreateWhatIfForecastResult | |
| DataConfig |
The data configuration for your dataset group and any additional datasets.
|
| DataDestination |
The destination for an export job.
|
| 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 data, an Identity and Access Management (IAM) role that allows Amazon Forecast to access the data
and, optionally, an Key Management Service (KMS) key.
|
| DeleteDatasetGroupRequest | |
| DeleteDatasetGroupResult | |
| DeleteDatasetImportJobRequest | |
| DeleteDatasetImportJobResult | |
| DeleteDatasetRequest | |
| DeleteDatasetResult | |
| DeleteExplainabilityExportRequest | |
| DeleteExplainabilityExportResult | |
| DeleteExplainabilityRequest | |
| DeleteExplainabilityResult | |
| DeleteForecastExportJobRequest | |
| DeleteForecastExportJobResult | |
| DeleteForecastRequest | |
| DeleteForecastResult | |
| DeleteMonitorRequest | |
| DeleteMonitorResult | |
| DeletePredictorBacktestExportJobRequest | |
| DeletePredictorBacktestExportJobResult | |
| DeletePredictorRequest | |
| DeletePredictorResult | |
| DeleteResourceTreeRequest | |
| DeleteResourceTreeResult | |
| DeleteWhatIfAnalysisRequest | |
| DeleteWhatIfAnalysisResult | |
| DeleteWhatIfForecastExportRequest | |
| DeleteWhatIfForecastExportResult | |
| DeleteWhatIfForecastRequest | |
| DeleteWhatIfForecastResult | |
| DescribeAutoPredictorRequest | |
| DescribeAutoPredictorResult | |
| DescribeDatasetGroupRequest | |
| DescribeDatasetGroupResult | |
| DescribeDatasetImportJobRequest | |
| DescribeDatasetImportJobResult | |
| DescribeDatasetRequest | |
| DescribeDatasetResult | |
| DescribeExplainabilityExportRequest | |
| DescribeExplainabilityExportResult | |
| DescribeExplainabilityRequest | |
| DescribeExplainabilityResult | |
| DescribeForecastExportJobRequest | |
| DescribeForecastExportJobResult | |
| DescribeForecastRequest | |
| DescribeForecastResult | |
| DescribeMonitorRequest | |
| DescribeMonitorResult | |
| DescribePredictorBacktestExportJobRequest | |
| DescribePredictorBacktestExportJobResult | |
| DescribePredictorRequest | |
| DescribePredictorResult | |
| DescribeWhatIfAnalysisRequest | |
| DescribeWhatIfAnalysisResult | |
| DescribeWhatIfForecastExportRequest | |
| DescribeWhatIfForecastExportResult | |
| DescribeWhatIfForecastRequest | |
| DescribeWhatIfForecastResult | |
| EncryptionConfig |
An Key Management Service (KMS) key and an Identity and Access Management (IAM) role that Amazon Forecast can assume
to access the key.
|
| ErrorMetric |
Provides detailed error metrics to evaluate the performance of a predictor.
|
| 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.
|
| ExplainabilityConfig |
The ExplainabilityConfig data type defines the number of time series and time points included in
CreateExplainability.
|
| ExplainabilityExportSummary |
Provides a summary of the Explainability export properties used in the ListExplainabilityExports operation.
|
| ExplainabilityInfo |
Provides information about the Explainability resource.
|
| ExplainabilitySummary |
Provides a summary of the Explainability properties used in the ListExplainabilities operation.
|
| Featurization |
|
| FeaturizationConfig |
|
| FeaturizationMethod |
Provides information about the 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 |
|
| IntegerParameterRange |
Specifies an integer hyperparameter and it's range of tunable values.
|
| ListDatasetGroupsRequest | |
| ListDatasetGroupsResult | |
| ListDatasetImportJobsRequest | |
| ListDatasetImportJobsResult | |
| ListDatasetsRequest | |
| ListDatasetsResult | |
| ListExplainabilitiesRequest | |
| ListExplainabilitiesResult | |
| ListExplainabilityExportsRequest | |
| ListExplainabilityExportsResult | |
| ListForecastExportJobsRequest | |
| ListForecastExportJobsResult | |
| ListForecastsRequest | |
| ListForecastsResult | |
| ListMonitorEvaluationsRequest | |
| ListMonitorEvaluationsResult | |
| ListMonitorsRequest | |
| ListMonitorsResult | |
| ListPredictorBacktestExportJobsRequest | |
| ListPredictorBacktestExportJobsResult | |
| ListPredictorsRequest | |
| ListPredictorsResult | |
| ListTagsForResourceRequest | |
| ListTagsForResourceResult | |
| ListWhatIfAnalysesRequest | |
| ListWhatIfAnalysesResult | |
| ListWhatIfForecastExportsRequest | |
| ListWhatIfForecastExportsResult | |
| ListWhatIfForecastsRequest | |
| ListWhatIfForecastsResult | |
| MetricResult |
An individual metric Forecast calculated when monitoring predictor usage.
|
| Metrics |
Provides metrics that are used to evaluate the performance of a predictor.
|
| MonitorConfig |
The configuration details for the predictor monitor.
|
| MonitorDataSource |
The source of the data the monitor used during the evaluation.
|
| MonitorInfo |
Provides information about the monitor resource.
|
| MonitorSummary |
Provides a summary of the monitor properties used in the ListMonitors operation.
|
| ParameterRanges |
Specifies the categorical, continuous, and integer hyperparameters, and their ranges of tunable values.
|
| PredictorBacktestExportJobSummary |
Provides a summary of the predictor backtest export job properties used in the ListPredictorBacktestExportJobs
operation.
|
| PredictorBaseline |
Metrics you can use as a baseline for comparison purposes.
|
| PredictorEvent |
Provides details about a predictor event, such as a retraining.
|
| PredictorExecution |
The algorithm used to perform a backtest and the status of those tests.
|
| PredictorExecutionDetails |
Contains details on the backtests performed to evaluate the accuracy of the predictor.
|
| PredictorMonitorEvaluation |
Describes the results of a monitor evaluation.
|
| PredictorSummary |
Provides a summary of the predictor properties that are used in the ListPredictors operation.
|
| ReferencePredictorSummary |
Provides a summary of the reference predictor used when retraining or upgrading a predictor.
|
| ResumeResourceRequest | |
| ResumeResourceResult | |
| S3Config |
The path to the file(s) in an Amazon Simple Storage Service (Amazon S3) bucket, and an 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 dataset field.
|
| Statistics |
Provides statistics for each data field imported into to an Amazon Forecast dataset with the CreateDatasetImportJob
operation.
|
| StopResourceRequest | |
| StopResourceResult | |
| SupplementaryFeature |
|
| Tag |
The optional metadata that you apply to a resource to help you categorize and organize them.
|
| TagResourceRequest | |
| TagResourceResult | |
| TestWindowSummary |
The status, start time, and end time of a backtest, as well as a failure reason if applicable.
|
| TimeAlignmentBoundary |
The time boundary Forecast uses to align and aggregate your data to match your forecast frequency.
|
| TimeSeriesCondition |
Creates a subset of items within an attribute that are modified.
|
| TimeSeriesIdentifiers |
Details about the import file that contains the time series for which you want to create forecasts.
|
| TimeSeriesReplacementsDataSource |
A replacement dataset is a modified version of the baseline related time series that contains only the values that
you want to include in a what-if forecast.
|
| TimeSeriesSelector |
Defines the set of time series that are used to create the forecasts in a
TimeSeriesIdentifiers object. |
| TimeSeriesTransformation |
A transformation function is a pair of operations that select and modify the rows in a related time series.
|
| UntagResourceRequest | |
| UntagResourceResult | |
| UpdateDatasetGroupRequest | |
| UpdateDatasetGroupResult | |
| WeightedQuantileLoss |
The weighted loss value for a quantile.
|
| WhatIfAnalysisSummary |
Provides a summary of the what-if analysis properties used in the ListWhatIfAnalyses operation.
|
| WhatIfForecastExportSummary |
Provides a summary of the what-if forecast export properties used in the ListWhatIfForecastExports operation.
|
| WhatIfForecastSummary |
Provides a summary of the what-if forecast properties used in the ListWhatIfForecasts operation.
|
| WindowSummary |
The metrics for a time range within the evaluation portion of a dataset.
|
| 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 resources per account has been exceeded.
|
| ResourceAlreadyExistsException |
There is already a resource with this name.
|
| ResourceInUseException |
The specified resource is in use.
|
| ResourceNotFoundException |
We can't find a resource with that Amazon Resource Name (ARN).
|