plotRunResults: Plot the results of a privateEC workflow for a quick...

In insilico/privateEC: Privacy Preserving Evaporative Cooling Feature Selection and Classification with Relief-F and Random Forests

Description

Plot the results of a privateEC workflow for a quick plot/review with base graphics.

Usage

plotRunResults(pec.result = NULL)

Arguments

pec.result

A list representing the results returned from a privateEC algorithm run.

See Also

Other workflows: compileAndSaveAllResults(), paperRealWorkflow(), paperSimWorkflow()

Examples

data(rsfMRIcorrMDD)
# ~100 variables for a test
data.width <- ncol(rsfMRIcorrMDD)
real.data.sets <- splitDataset(all.data = rsfMRIcorrMDD[, (data.width - 101):data.width],
                               pct.train = 0.5,
                               pct.holdout = 0.5,
                               pct.validation = 0,
                               label = "class")
real.result <- privateEC(train.ds = real.data.sets$train,
                         holdout.ds = real.data.sets$holdout,
                         validation.ds = NULL,
                         label = "class",
                         is.simulated = FALSE,
                         update.freq = 5,
                         verbose = FALSE)
plotRunResults(real.result)

insilico/privateEC documentation built on May 22, 2020, 5:12 p.m.