ml_grid.model_classes.h2o_classifier_class

H2O AutoML Classifier.

This module contains the H2OAutoMLConfig, which is a configuration class for the H2OAutoMLClassifier. It provides parameter spaces for grid search and Bayesian optimization.

Attributes

logger

Classes

H2OAutoMLClass

Initializes the H2OAutoMLClass.

Module Contents

ml_grid.model_classes.h2o_classifier_class.logger

class ml_grid.model_classes.h2o_classifier_class.H2OAutoMLClass(parameter_space_size: str | None = None)

Initializes the H2OAutoMLClass.

Parameters:

parameter_space_size (Optional[str]) – A string indicating the size of the parameter space to use (e.g., ‘small’, ‘medium’). This argument is currently unused but kept for API consistency.

Raises:

ValueError – If parameter_space_size is not a valid key (though current implementation does not explicitly raise this).

algorithm_implementation

method_name: str = 'H2OAutoMLClassifier'

parameter_space: List[Dict[str, Any]]