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) <> or github <>.


Reference manual

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0.0.2 by Paul van der Laken, a month ago

Browse source code at

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