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A Better Way To Explore What Is Best

Bioconductor version: Release (3.19)

bettr provides a set of interactive visualization methods to explore the results of a benchmarking study, where typically more than a single performance measures are computed. The user can weight the performance measures according to their preferences. Performance measures can also be grouped and aggregated according to additional annotations.

Author: Federico Marini [aut] , Charlotte Soneson [aut, cre]

Maintainer: Charlotte Soneson <charlottesoneson at>

Citation (from within R, enter citation("bettr")):


To install this package, start R (version "4.4") and enter:

if (!require("BiocManager", quietly = TRUE))


For older versions of R, please refer to the appropriate Bioconductor release.


To view documentation for the version of this package installed in your system, start R and enter:

bettr HTML R Script
Reference Manual PDF


biocViews GUI, ShinyApps, Software, Visualization
Version 1.0.0
In Bioconductor since BioC 3.19 (R-4.4) (< 6 months)
License MIT + file LICENSE
Depends R (>= 4.4.0)
Imports dplyr (>= 1.0), tidyr, ggplot2 (>= 3.4.1), shiny (>= 1.6), tibble, ComplexHeatmap, bslib, rlang, circlize, stats, grid, methods, cowplot, Hmisc, sortable, shinyjqui, grDevices, scales, DT, SummarizedExperiment, S4Vectors
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Suggests knitr, rmarkdown, testthat (>= 3.0.0), BiocStyle
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Follow Installation instructions to use this package in your R session.

Source Package bettr_1.0.0.tar.gz
Windows Binary
macOS Binary (x86_64) bettr_1.0.0.tgz
macOS Binary (arm64) bettr_1.0.0.tgz
Source Repository git clone
Source Repository (Developer Access) git clone
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