base_ensemble {tsensembler}

base_ensemble

Description

base_ensemble is a S4 class that contains the base models comprising the ensemble. Besides the base learning algorithms – base_models – base_ensemble class contains information about other meta-data used to compute predictions for new upcoming data.

Usage

base_ensemble(base_models, pre_weights, form, colnames)

Arguments

base_models

a list comprising the base models;

pre_weights

normalized relative weights of the base learners according to their performance on the available data;

form

formula;

colnames

names of the columns of the data used to train the base_models;