CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.algorithmArn(String algorithmArn) |
The Amazon Resource Name (ARN) of the algorithm to use for model training.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.autoMLOverrideStrategy(String autoMLOverrideStrategy) |
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.autoMLOverrideStrategy(AutoMLOverrideStrategy autoMLOverrideStrategy) |
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static CreatePredictorRequest.Builder |
CreatePredictorRequest.builder() |
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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.
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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.
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default CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.evaluationParameters(Consumer<EvaluationParameters.Builder> evaluationParameters) |
Used to override the default evaluation parameters of the specified algorithm.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.evaluationParameters(EvaluationParameters evaluationParameters) |
Used to override the default evaluation parameters of the specified algorithm.
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default CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.featurizationConfig(Consumer<FeaturizationConfig.Builder> featurizationConfig) |
The featurization configuration.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.featurizationConfig(FeaturizationConfig featurizationConfig) |
The featurization configuration.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.forecastHorizon(Integer forecastHorizon) |
Specifies the number of time-steps that the model is trained to predict.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.forecastTypes(String... forecastTypes) |
Specifies the forecast types used to train a predictor.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.forecastTypes(Collection<String> forecastTypes) |
Specifies the forecast types used to train a predictor.
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default CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.hpoConfig(Consumer<HyperParameterTuningJobConfig.Builder> hpoConfig) |
Provides hyperparameter override values for the algorithm.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.hpoConfig(HyperParameterTuningJobConfig hpoConfig) |
Provides hyperparameter override values for the algorithm.
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default CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.inputDataConfig(Consumer<InputDataConfig.Builder> inputDataConfig) |
Describes the dataset group that contains the data to use to train the predictor.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.inputDataConfig(InputDataConfig inputDataConfig) |
Describes the dataset group that contains the data to use to train the predictor.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.optimizationMetric(String optimizationMetric) |
The accuracy metric used to optimize the predictor.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.optimizationMetric(OptimizationMetric optimizationMetric) |
The accuracy metric used to optimize the predictor.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer) |
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration) |
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.performAutoML(Boolean performAutoML) |
Whether to perform AutoML.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.performHPO(Boolean performHPO) |
Whether to perform hyperparameter optimization (HPO).
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.predictorName(String predictorName) |
A name for the predictor.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.tags(Collection<Tag> tags) |
The optional metadata that you apply to the predictor to help you categorize and organize them.
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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.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.tags(Tag... tags) |
The optional metadata that you apply to the predictor to help you categorize and organize them.
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CreatePredictorRequest.Builder |
CreatePredictorRequest.toBuilder() |
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CreatePredictorRequest.Builder |
CreatePredictorRequest.Builder.trainingParameters(Map<String,String> trainingParameters) |
The hyperparameters to override for model training.
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