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The R package liver offers a suite of
helper functions to simplify various data science techniques for
non-experts. This package aims to enable individuals with only a minimal
level of coding knowledge to become acquainted with these techniques in
an accessible manner. Inspired by an ancient Persian idiom, we liken
this process to “eating the liver of data science,” suggesting a deep
and intimate engagement with the field of data science. This package
includes functions for tasks such as data partitioning for out-of-sample
testing, calculating Mean Squared Error (MSE) to assess prediction
accuracy, and data transformations (z-score and min-max). In addition to
these helper functions, the ‘liver’ package also features several
intriguing datasets valuable for multivariate analysis.
To install the latest version of this package from CRAN, do the following from the R console:
install.packages( "liver" )library( liver )To see how to use the functionality of the package for data analysis:
https://CRAN.R-project.org/package=liver/vignettes/liver-example.html
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.