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An S4 class representing an evaluation of a learning method.

Slots

id

evaluated learning method

config

(optional) name of the configuration

response

response type

nout

a length-one integer vector

sampling

sampling method used during evaluation

N

population size

n

sample size (i.e. training set size)

k

the number of folds if sampling = "cv", or the number of repeats if sampling = "random" and sampling = "bootstrap"

observations

indices of sampled observations used for training

models

list of Tuned or Trained elements

stability

list containing the features stability for each response across the models

performance

a TestedList object

Author

Alessandro Barberis