abmodel-class {autoBagging}

abmodel-class

Description

abmodel is an S4 class that contains the ensemble model. Besides the base learning algorithms–base_models – abmodel class contains information about the dynamic selection method to apply in new data.

Slots

base_models

a list of decision tree classifiers

form

formula

data

dataset used to train base_models

dynamic_selection

the dynamic selection/combination method to use to aggregate predictions. If none, majority vote is used.

See Also

autoBagging function for the method of automatic predicting of the best workflows.