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DESCRIPTION
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Package: rawKS
Title: Easily Get True-Positive Rate and False-Positive Rate and KS Statistic
Version: 0.1.0
Authors@R:
person(given = "Jiaxiang",
family = "Li",
role = c("aut", "cre"),
email = "alex.lijiaxiang@foxmail.com",
comment = c(ORCID = "https://orcid.org/0000-0003-3196-6492"))
Description: The Kolmogorov-Smirnov (K-S) statistic is a standard method to measure the model strength for
credit risk scoring models. This package calculates the K–S statistic and
plots the true-positive rate and false-positive rate to measure the model strength.
This package was written with the credit marketer, who uses risk models in
conjunction with his campaigns. The users could read more details from
Thrasher (1992) <doi:10.1002/dir.4000060408> and 'pyks' <https://pypi.org/project/pyks/>.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Imports:
dplyr,
magrittr,
ROCR,
ggplot2,
tidyr
Roxygen: list(markdown = TRUE)
RoxygenNote: 6.1.1
Depends:
R (>= 2.10)
Suggests:
knitr,
rmarkdown
VignetteBuilder: knitr