plotCrossValidation {rSRD}

plotCrossValidation

Description

Plots data generated by the calculateCrossValidation function as a boxplot. Includes max and min as whiskers as well as the average (marked by a crossed circle), median (marked by a horizontal bold line) and the 1st and 3rd quartile of the values. Visualizes outliers in the data as red triangles.

Usage

plotCrossValidation(cv_results)

Arguments

cv_results

The List of results returned by the calculateCrossValidation function.

Value

None.

Author(s)

Linus Olsson [e-mail], Alexander Pothmann

Examples

df <- data.frame(
Sol_1=c(7, 6, 5, 4, 3, 2, 1),
Sol_2=c(1, 2, 3, 4, 5, 7, 6),
Sol_3=c(1, 2, 3, 4, 7, 5, 6),
Ref=c(1, 2, 3, 4, 5, 6, 7))

cv_results <- rSRD::calculateCrossValidation(df, output_to_file = FALSE) 
rSRD::plotCrossValidation(cv_results)