AutoML

AutoML automates the end-to-end process of developing machine learning models, including data preparation, feature selection, model selection, and hyperparameter tuning. When the AutoML toggle is enabled, the system automates the model selection and configuration process:

  • HCL AION automatically filters and disables unsupported problem types based on the dataset and target.
  • It hides the model selection step, because the system will now choose the best-performing algorithm on its own.