scorecard (version 0.1.2)

woebin_plot: WOE Binning Visualization

Description

woebin_plot create plots of count distribution and bad probability for each bin. The binning informations are generates by woebin.

Usage

woebin_plot(bins, x = NULL, title = "")

Arguments

bins

Binning information generated by woebin.

x

Name of x variables. Default NULL

title

String added to the front of plot title, default "".

Value

List of binning plot

See Also

woebin, woebin_ply

Examples

# NOT RUN {
# Load German credit data
data(germancredit)

# Example I
dt1 <- germancredit[, c("creditability", "credit.amount")]

bins1 <- woebin(dt1, y="creditability")
p1 <- woebin_plot(bins1)

# }
# NOT RUN {
# Example II
bins <- woebin(germancredit, y="creditability")
plotlist <- woebin_plot(bins)

# # save binning plot
# for (i in 1:length(plotlist)) {
#   ggplot2::ggsave(
#      paste0("./woebinplot/", names(plotlist[i]), ".png"), plotlist[[i]],
#      width = 15, height = 9, units="cm" )
#   }
# }
# NOT RUN {
# }