8080labs/ppscoreR: An R implementation of the Predictive Power Score (PPS)

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).

Getting started

Package details

MaintainerHoang Anh Ngo <hoanganhngo610@gmail.com>
LicenseMIT + file LICENSE
Version0.1.0.9000
URL https://github.com/8080labs/ppscoreR
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("8080labs/ppscoreR")
8080labs/ppscoreR documentation built on June 13, 2020, 1:26 a.m.