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.
1 | base_ensemble(base_models, pre_weights, form, colnames)
|
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; |
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