| Package | Description |
|---|---|
| software.amazon.awssdk.services.forecast |
Provides APIs for creating and managing Amazon Forecast resources.
|
| software.amazon.awssdk.services.forecast.model |
| Modifier and Type | Method and Description |
|---|---|
default CreatePredictorResponse |
ForecastClient.createPredictor(Consumer<CreatePredictorRequest.Builder> createPredictorRequest)
|
default CompletableFuture<CreatePredictorResponse> |
ForecastAsyncClient.createPredictor(Consumer<CreatePredictorRequest.Builder> createPredictorRequest)
|
| Modifier and Type | Method and Description |
|---|---|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.algorithmArn(String algorithmArn)
The Amazon Resource Name (ARN) of the algorithm to use for model training.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.autoMLOverrideStrategy(AutoMLOverrideStrategy autoMLOverrideStrategy)
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.autoMLOverrideStrategy(String autoMLOverrideStrategy)
|
static CreatePredictorRequest.Builder |
CreatePredictorRequest.builder() |
default CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.encryptionConfig(Consumer<EncryptionConfig.Builder> encryptionConfig)
An Key Management Service (KMS) key and the Identity and Access Management (IAM) role that Amazon Forecast
can assume to access the key.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.encryptionConfig(EncryptionConfig encryptionConfig)
An Key Management Service (KMS) key and the Identity and Access Management (IAM) role that Amazon Forecast
can assume to access the key.
|
default CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.evaluationParameters(Consumer<EvaluationParameters.Builder> evaluationParameters)
Used to override the default evaluation parameters of the specified algorithm.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.evaluationParameters(EvaluationParameters evaluationParameters)
Used to override the default evaluation parameters of the specified algorithm.
|
default CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.featurizationConfig(Consumer<FeaturizationConfig.Builder> featurizationConfig)
The featurization configuration.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.featurizationConfig(FeaturizationConfig featurizationConfig)
The featurization configuration.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.forecastHorizon(Integer forecastHorizon)
Specifies the number of time-steps that the model is trained to predict.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.forecastTypes(Collection<String> forecastTypes)
Specifies the forecast types used to train a predictor.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.forecastTypes(String... forecastTypes)
Specifies the forecast types used to train a predictor.
|
default CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.hpoConfig(Consumer<HyperParameterTuningJobConfig.Builder> hpoConfig)
Provides hyperparameter override values for the algorithm.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.hpoConfig(HyperParameterTuningJobConfig hpoConfig)
Provides hyperparameter override values for the algorithm.
|
default CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.inputDataConfig(Consumer<InputDataConfig.Builder> inputDataConfig)
Describes the dataset group that contains the data to use to train the predictor.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.inputDataConfig(InputDataConfig inputDataConfig)
Describes the dataset group that contains the data to use to train the predictor.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.optimizationMetric(OptimizationMetric optimizationMetric)
The accuracy metric used to optimize the predictor.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.optimizationMetric(String optimizationMetric)
The accuracy metric used to optimize the predictor.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration) |
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer) |
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.performAutoML(Boolean performAutoML)
Whether to perform AutoML.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.performHPO(Boolean performHPO)
Whether to perform hyperparameter optimization (HPO).
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.predictorName(String predictorName)
A name for the predictor.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.tags(Collection<Tag> tags)
The optional metadata that you apply to the predictor to help you categorize and organize them.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.tags(Consumer<Tag.Builder>... tags)
The optional metadata that you apply to the predictor to help you categorize and organize them.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.tags(Tag... tags)
The optional metadata that you apply to the predictor to help you categorize and organize them.
|
CreatePredictorRequest.Builder |
CreatePredictorRequest.toBuilder() |
CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.trainingParameters(Map<String,String> trainingParameters)
The hyperparameters to override for model training.
|
| Modifier and Type | Method and Description |
|---|---|
static Class<? extends CreatePredictorRequest.Builder> |
CreatePredictorRequest.serializableBuilderClass() |
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