plot.FRESA_benchmark {FRESA.CAD}

Plot the results of the model selection benchmark

Description

The different output metrics of the benchmark (BinaryBenchmark,RegresionBenchmark or OrdinalBenchmark) are plotted. It returns data matrices that describe the different plots.

Usage

	## S3 method for class 'FRESA_benchmark'
plot(x,...) 

Arguments

x

A FRESA_benchmark object

...

Additional parameters for the generic plot function

Value

metrics

The model test performance based on the predictionStats_binary, predictionStats_regression or predictionStats_ordinal functions.

barPlotsCI

The barPlotCiError outputs for each metric.

metrics_filter

The model test performance for each filter method based on the predictionStats_binary function.

barPlotsCI_filter

The barPlotCiError outputs for each metric on the filter methods

minMaxMetrics

Reports the min and maximum value for each reported metric.

Author(s)

Jose G. Tamez-Pena

See Also

BinaryBenchmark, predictionStats_binary