| Package | Description |
|---|---|
| com.amazonaws.services.forecast |
Provides APIs for creating and managing Amazon Forecast resources.
|
| com.amazonaws.services.forecast.model |
| Class and Description |
|---|
| Action
Defines the modifications that you are making to an attribute for a what-if forecast.
|
| AdditionalDataset
Describes an additional dataset.
|
| AmazonForecastException
Base exception for all service exceptions thrown by Amazon Forecast Service
|
| AttributeConfig
Provides information about the method used to transform attributes.
|
| AttributeType |
| AutoMLOverrideStrategy |
| 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.
|
| Condition |
| 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.
|
| DatasetType |
| 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.
|
| DayOfWeek |
| 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 |
| Domain |
| 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.
|
| EvaluationType |
| 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.
|
| 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.
|
| ImportMode |
| 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.
|
| Month |
| Operation |
| OptimizationMetric |
| 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).
|
| ScalingType |
| Schema
Defines the fields of a dataset.
|
| SchemaAttribute
An attribute of a schema, which defines a dataset field.
|
| State |
| 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.
|
| TimePointGranularity |
| TimeSeriesCondition
Creates a subset of items within an attribute that are modified.
|
| TimeSeriesGranularity |
| 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.
|
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