abmodel-class: abmodel-class

In autoBagging: Learning to Rank Bagging Workflows with Metalearning

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.

autoBagging documentation built on May 2, 2019, 7:30 a.m.