get_input_data | GridSearch | Hyperparameter Tuning in teradataml - get_input_data - Teradata VantageCloud Lake

Lake - Analyze Your Data with ClearScape Analytics™

Deployment
VantageCloud
Edition
Lake
Product
Teradata VantageCloud Lake
Release Number
Published
February 2025
ft:locale
en-US
ft:lastEdition
2026-02-20
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tcl1683670667798.ditamap
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pny1626732985837.ditaval
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tcl1683670667798
Use the get_input_data() method to get the input data used by model trainer functions. Unique identifiers (data_id) is used to get the training data. In case of unlabeled data such as single dataframe or tuple of dataframe, default unique identifiers are assigned. Thus, unlabeled training data is retrieved using default unique identifiers.
  • For model trainer functions, it only returns input data.
  • For supervised model trainer function (evaluatable functions), it returns both train and test sampled data.
  • For unsupervised-model trainer function (non-evaluatable functions), it returns train data.
Required Arguments:
  • data_id: Specifies the unique data identifier used for model training.