Description Usage Arguments Value See Also
View source: R/experiment_utils.R
Run multiple in-set/out-set error estimation experiments
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data_list |
a list of data frames |
in_set_perc |
a fraction of the data to be used as in-set |
form |
a learning formula |
in_estimators |
a vector of names of estimator functions to use on the in-set data |
in_est.pars |
a named list of the same length as |
out_estimator |
the name of the estimator function to use on the out-set data |
out_est.pars |
a list containing arguments to feed to the estimator apllied to the out-set data |
workflow |
the name of the function implementing a workflow |
wf.pars |
a list of arguments to feed to |
evaluator |
the name of the function to calculate evaluation metrics |
eval.pars |
a list of arguments to feed to |
seed |
a seed to set at the start of the experiment |
site_id |
the name of the |
time |
the name of the |
A list containing, for each data in data_list
, a list with two slots:
out_estRes
containing the results of the out-set estimators, and
in_estRes
containing a list of results of each estimator used on in-set data
run_one_experiment
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