Package: liver 1.18

liver: "Eating the Liver of Data Science"

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.

Authors:Reza Mohammadi [aut, cre], Kevin Burke [aut]

liver_1.18.tar.gz
liver_1.18.zip(r-4.5)liver_1.18.zip(r-4.4)liver_1.18.zip(r-4.3)
liver_1.18.tgz(r-4.4-any)liver_1.18.tgz(r-4.3-any)
liver_1.18.tar.gz(r-4.5-noble)liver_1.18.tar.gz(r-4.4-noble)
liver_1.18.tgz(r-4.4-emscripten)liver_1.18.tgz(r-4.3-emscripten)
liver.pdf |liver.html
liver/json (API)
NEWS

# Install 'liver' in R:
install.packages('liver', repos = c('https://rezamoammadi.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.83 score 45 scripts 431 downloads 14 exports 29 dependencies

Last updated 2 months agofrom:bcf06d02b4. Checks:7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 22 2025
R-4.5-winOKJan 22 2025
R-4.5-linuxOKJan 22 2025
R-4.4-winOKJan 22 2025
R-4.4-macOKJan 22 2025
R-4.3-winOKJan 22 2025
R-4.3-macOKJan 22 2025

Exports:accuracyconf.matconf.mat.plotfind.nakNNkNN.plotmaeminmaxmsepartitionscalerskewnessskimzscore

Dependencies:classclicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr

Example for Data Analysis

Rendered fromliver-example.Rmdusingknitr::rmarkdownon Jan 22 2025.

Last update: 2024-11-22
Started: 2021-10-27