experimentData-class {familiar} | R Documentation |
Experiment data
Description
An experimentData object contains information concerning the experiment. These objects can be used to instantiate multiple experiments using the same iterations, feature information and variable importance.
Details
experimentData objects are primarily used to improve reproducibility, since these allow for training models on a shared foundation.
Slots
experiment_setup
Contains regarding the experimental setup that is used to generate the iteration list.
iteration_list
List of iteration data that determines which instances are assigned to training, validation and test sets.
feature_info
Feature information objects. Only available if the experimentData object was generated using the
precompute_feature_info
orprecompute_vimp
functions.vimp_table_list
List of variable importance table objects. Only available if the experimentData object was created using the
precompute_vimp
function.project_id
Identifier of the project that generated the experimentData object.
familiar_version
Version of the familiar package used to create this experimentData.
See Also
precompute_data_assignment
precompute_feature_info
, precompute_vimp