algperf-visualization: Common visualizations of algorithm performances

In benchmark: Benchmark Experiments Toolbox

Description

Common visualizations of algorithm performances

Usage

## S3 method for class 'AlgorithmPerformance'
boxplot(x, order.by = median,
  order.performance = 1, dependence.show = c("outliers", "all", "none"),
  dependence.col = alpha("black", 0.1), ...)

densityplot(x, ...)

## S3 method for class 'AlgorithmPerformance'
densityplot(x, ...)

## S3 method for class 'AlgorithmPerformance'
stripchart(x, order.by = median,
  order.performance = 1, dependence.show = c("none", "all"),
  dependence.col = alpha("black", 0.1), ...)

Arguments

x	An AlgorithmPerformance object
order.by	Function like mean, median, or max to calculate a display order of the algorithms; or NULL for no specific order.
order.performance	Name or index of the reference performance measure to calculate the order.
dependence.show	Show dependence of observations for all, none or outlier observations.
dependence.col	Color of the dependence line.
...	Ignored.

Value

A ggplot object.

See Also

Other algperf.visualization: beplot0, beplot0.AlgorithmPerformance, beplot0.matrix; bsgraph0, bsgraph0.dist, bsgraph0.graphNEL; bsplot0, bsplot0.matrix, bsplot0.relation_ensemble

benchmark documentation built on May 30, 2017, 5:20 a.m.