Predictive Power Score

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 useful for data exploration purposes, in the same way correlation analysis is. For more information on PPS, see Wetschoreck (2020) < https://towardsdatascience.com/rip-correlation-introducing-the-predictive-power-score-3d90808b9598> or github < https://github.com/paulvanderlaken/ppsr>.


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install.packages("ppsr")

0.0.2 by Paul van der Laken, 5 months ago


Browse source code at https://github.com/cran/ppsr


Authors: Paul van der Laken [aut, cre]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports ggplot2, parsnip, rpart, withr, gridExtra, parallel

Suggests testthat


See at CRAN