Descriptive statistics and visualization of data from the R datasets package with implications for clusterability.

ABSTRACT: The manuscript describes and visualizes datasets from the datasets package in the R statistical software, focusing on descriptive statistics and visualizations that provide insights into the clusterability of these datasets. These publicly available datasets are contained in the R software system, and can be downloaded at https://www.r-project.org/, with documentation provided at https://stat.ethz.ch/R-manual/R-devel/library/datasets/html/00Index.html. Further information on clusterability is found in the companion to this article, To Cluster or Not to Cluster: An Analysis of Clusterability Methods? (https://doi.org/10.1016/j.patcog.2018.10.026). Brief descriptions and graphs of the variables contained in each dataset are provided in the form of means, extrema,

SUBMITTER: Brownstein NC 

PROVIDER: S-EPMC6612012 | biostudies-literature | 2019 Aug

REPOSITORIES: biostudies-literature