ml_grid.model_classes.adaboost_classifier_class

AdaBoost Classifier.

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

Classes

AdaBoostClassifierClass

Initializes the AdaBoostClassifierClass.

Module Contents

class ml_grid.model_classes.adaboost_classifier_class.AdaBoostClassifierClass(X: pandas.DataFrame | None = None, y: pandas.Series | None = None, parameter_space_size: str | None = None)

Initializes the AdaBoostClassifierClass.

Parameters:

• X – The input features, not used in this class.

• y – The target variable, not used in this class.

• parameter_space_size – The size of the parameter space, not used.

Raises:

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

X: pandas.DataFrame | None = None

y: pandas.Series | None = None

algorithm_implementation: sklearn.ensemble.AdaBoostClassifier

method_name: str = 'AdaBoostClassifier'

parameter_space: List[Dict[str, Any]]