ppsr: Predictive Power Score

The Predictive Power Score (PPS) is an asymmetric, data-type-agnostic score that can detect linear or non-linear relationships between two variables. The score ranges from 0 (no predictive power) to 1 (perfect predictive power). PPS can be useful for data exploration purposes, in the same way correlation analysis is. For more information on PPS, see <https://github.com/paulvanderlaken/ppsr>.

Getting started

Package details

AuthorPaul van der Laken [aut, cre, cph]
MaintainerPaul van der Laken <paulvanderlaken@gmail.com>
LicenseGPL (>= 3)
Version0.0.5
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ppsr")

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ppsr documentation built on June 22, 2024, 7:15 p.m.