Calculate average performance of datasets of a specific ligand.

wrapper_average_performances Calculate average performance of datasets of a specific ligand. Datasets profiling more than one ligand (and thus ligands other than the ligand of interest), will be included as well.

Usage

wrapper_average_performances(ligand_oi,performances, averaging = "median")

Arguments

ligand_oi

Name of the ligand for which datasets should be averaged.

performances

A data frame with performance values, containing at least folowing variables: $setting, $ligand and one or more metrics.

averaging

How should performances of datasets of the same ligand be averaged? 'median' or 'mean'.

Value

A data frame containing classification evaluation measures for the ligand activity state prediction single, individual feature importance measures.

Examples

if (FALSE) { # \dontrun{
weighted_networks <- construct_weighted_networks(lr_network, sig_network, gr_network, source_weights_df)
settings <- lapply(expression_settings_validation[1:5], convert_expression_settings_evaluation)
ligands <- extract_ligands_from_settings(settings)
ligand_target_matrix <- construct_ligand_target_matrix(weighted_networks, lr_network, ligands)
perf1 <- lapply(settings, evaluate_target_prediction, ligand_target_matrix)
performances_target_prediction_averaged <- ligands %>%
  lapply(wrapper_average_performances, perf1, "median") %>%
  bind_rows() %>%
  drop_na()
} # }