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DESCRIPTION
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Package: ppscore
Title: An R implementation of the Predictive Power Score (PPS)
Version: 0.1.0.9000
Authors@R:
c(person(given = "Wetschoreck",
family = "Florian",
role = c("aut", "cre"),
email = "[email protected]"),
person(given = "Krabel",
family = "Tobias",
role = c("aut", "cre"),
email = "[email protected]"),
person(given = "Hoang Anh",
family = "Ngo",
role = "cre",
email = "[email protected]"))
Maintainer: Hoang Anh Ngo <[email protected]>
Description: The PPS is an asymmetric, data-type-agnostic score that can detect linear or non-linear relationships between two columns.
The score ranges from 0 (no predictive power) to 1 (perfect predictive power).
It can be used as an alternative to the correlation (matrix).
License: MIT + file LICENSE
Depends:
R (>= 3.2)
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.1.0.9000
Imports:
hydroGOF,
MLmetrics,
utils
Suggests:
testthat,
knitr,
rmarkdown,
sinew,
docthis,
tidyverse,
corrplot
VignetteBuilder: knitr
URL: https://github.com/8080labs/ppscoreR