cumGainsChart: Plot a cumulative gains chart

In CustomerScoringMetrics: Evaluation Metrics for Customer Scoring Models Depending on Binary Classifiers

Description

Visualize gain through a cumulative gains chart.

Usage

cumGainsChart(predTest, depTest, resolution = 1/10)

Arguments

predTest	Vector with predictions (real-valued or discrete)
depTest	Vector with true class labels
resolution	Value for the determination of percentile intervals. Default 1/10 (10%).

Author(s)

Koen W. De Bock, [e-mail]

References

Linoff, G.S. and Berry, M.J.A (2011): "Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management - Third Edition". John Wiley & Sons.

See Also

topDecileLift, liftIndex, liftChart

Examples

## Load response modeling predictions
data("response")
## Apply cumGainschart function to visualize cumulative gains of a customer response model
cumGainsChart(response$test[,2],response$test[,1])

CustomerScoringMetrics documentation built on May 2, 2019, 5:17 a.m.