Various visualizations of high-dimensional data such as heat map and silhouette plot for grouped data, visualizations of the distribution of distances, the scatter-density plot for two variables, the Shepard density plot and many more are presented here. Additionally, 'DataVisualizations' makes it possible to inspect the distribution of each feature of a dataset visually through the combination of four methods. More detailed explanations can be found in the book of Thrun, M.C.:"Projection-Based Clustering through Self-Organization and Swarm Intelligence" (2018) <doi:10.1007/978-3-658-20540-9>.
| Version: | 0.9.2 |
| Imports: | Rcpp (≥ 0.12.12), AdaptGauss, ggplot2, magrittr |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | plotly, plyr, akima, ggmap, reshape2 |
| Published: | 2018-01-30 |
| Author: | Michael Thrun [aut, cre, cph], Felix Pape [aut, rev], Onno Hansen-Goos [ctr, ctb], Fredericke Matz [ctr, ctb], Alfred Ultsch [dtc, ctb] |
| Maintainer: | Michael Thrun <m.thrun at gmx.net> |
| License: | GPL-3 |
| URL: | https://www.uni-marburg.de/fb12/datenbionik/software-en |
| NeedsCompilation: | yes |
| SystemRequirements: | C++11 |
| CRAN checks: | DataVisualizations results |
| Reference manual: | DataVisualizations.pdf |
| Package source: | DataVisualizations_0.9.2.tar.gz |
| Windows binaries: | r-devel: DataVisualizations_0.9.2.zip, r-release: DataVisualizations_0.9.2.zip, r-oldrel: DataVisualizations_0.9.2.zip |
| OS X binaries: | r-release: DataVisualizations_0.9.2.tgz, r-oldrel: DataVisualizations_0.9.2.tgz |
| Reverse suggests: | DatabionicSwarm, GeneralizedUmatrix, ProjectionBasedClustering |
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