base_ensemble-class {tsensembler} | R Documentation |
base_ensemble-class
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.
Slots
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;
N
number of base models;
model_distribution
base learner distribution with respect to the type of learner. That is, the number of Decision Trees, SVMs, etc.
[Package tsensembler version 0.1.0 Index]