barplot.PerformanceUplift {tools4uplift}

Uplift barplot

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. (2019) Uplift Regression, <https://dms.umontreal.ca/~murua/research/UpliftRegression.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)