summarize_multiple_exp: Summarize the results of multiple in-set/out-set experiment

In mrfoliveira/Evaluation-procedures-for-forecasting-with-spatio-temporal-data: Evaluation procedures for forecasting with spatio-temporal data

Description

Summarize the results of multiple in-set/out-set experiment

Usage

summarize_multiple_exp(multi_exp_res, statFUN = mean, na.rm = FALSE)

Arguments

multi_exp_res	a list containing, for each experiment, a list containing two slots: out_estRes containing a named vector of metrics estimated in out-set data, and in_estRes containing a list of data frames where each column corresponds to a metric and each row to a repetition/iteration of an estimator used on in-set data
statFUN	a function to summarize the evaluation metrics. Default is mean
na.rm	whether to remove NAs in function statFUN

Value

A list of data frames of the summarized results of one experiment – each with a first column containing a summary (e.g., the mean) of metrics measured in the out-set data and further columns containing summaries of metrics estimated in the in-set data

See Also

run_multiple_experiments, summarize_one_exp

mrfoliveira/Evaluation-procedures-for-forecasting-with-spatio-temporal-data documentation built on April 11, 2021, 10:50 a.m.