barplot.PerformanceUplift: Uplift barplot

In tools4uplift: Tools for Uplift Modeling

Description

Barplot of observed uplift with respect to predicted uplift sorted from the highest to the lowest.

Usage

## S3 method for class 'PerformanceUplift'
barplot(height, ...)

Arguments

height	a table that must be the output of PerformanceUplift function.
...	additional barplot arguments.

Value

a barplot and the associated Kendall's uplift rank correlation

Author(s)

Mouloud Belbahri

References

Belbahri, M., Murua, A., Gandouet, O., and Partovi Nia, V. (2021) Uplift Regression : The R Package tools4uplift, <https://arxiv.org/pdf/1901.10867.pdf>

See Also

PerformanceUplift

Examples

library(tools4uplift)
data("SimUplift")

model <- BinUplift2d(SimUplift, "X1", "X2", "treat", "y")

#performance of the heat map uplift estimation on the training dataset
perf <- PerformanceUplift(data = model, treat = "treat", 
                  outcome = "y", prediction = "Uplift_X1_X2", 
                  equal.intervals = TRUE, nb.group = 5)

barplot(perf)

tools4uplift documentation built on Jan. 11, 2022, 3 a.m.