| Package | Description |
|---|---|
| com.amazonaws.services.forecast |
Provides APIs for creating and managing Amazon Forecast resources.
|
| com.amazonaws.services.forecast.model |
| Class and Description |
|---|
| AmazonForecastException
Base exception for all service exceptions thrown by Amazon Forecast Service
|
| AttributeType |
| 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 for an exported forecast, an AWS Identity and Access Management (IAM) role that allows Amazon
Forecast to access the location and, optionally, an AWS Key Management Service (KMS) key.
|
| 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.
|
| DatasetType |
| DataSource
The source of your training data, an AWS Identity and Access Management (IAM) role that allows Amazon Forecast to
access the data and, optionally, an AWS Key Management Service (KMS) key.
|
| DeleteDatasetGroupRequest |
| DeleteDatasetGroupResult |
| DeleteDatasetImportJobRequest |
| DeleteDatasetImportJobResult |
| DeleteDatasetRequest |
| DeleteDatasetResult |
| DeleteForecastExportJobRequest |
| DeleteForecastExportJobResult |
| DeleteForecastRequest |
| DeleteForecastResult |
| DeletePredictorRequest |
| DeletePredictorResult |
| DescribeDatasetGroupRequest |
| DescribeDatasetGroupResult |
| DescribeDatasetImportJobRequest |
| DescribeDatasetImportJobResult |
| DescribeDatasetRequest |
| DescribeDatasetResult |
| DescribeForecastExportJobRequest |
| DescribeForecastExportJobResult |
| DescribeForecastRequest |
| DescribeForecastResult |
| DescribePredictorRequest |
| DescribePredictorResult |
| Domain |
| 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.
|
| EvaluationType |
| 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 the method that featurizes (transforms) a dataset field.
|
| FeaturizationMethodName |
| Filter
Describes a filter for choosing a subset of objects.
|
| FilterConditionString |
| 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 |
| ListTagsForResourceRequest |
| ListTagsForResourceResult |
| Metrics
Provides metrics that are used to evaluate the performance of a predictor.
|
| ParameterRanges
Specifies the categorical, continuous, and integer hyperparameters, and their ranges of tunable values.
|
| 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.
|
| PredictorSummary
Provides a summary of the predictor properties that are 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).
|
| ScalingType |
| 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.
|
| SupplementaryFeature
Describes a supplementary feature of a dataset group.
|
| 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.
|
| UntagResourceRequest |
| UntagResourceResult |
| UpdateDatasetGroupRequest |
| UpdateDatasetGroupResult |
| WeightedQuantileLoss
The weighted loss value for a quantile.
|
| WindowSummary
The metrics for a time range within the evaluation portion of a dataset.
|
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