SPOTMisc: Misc Extensions for the 'SPOT' Package

Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'. It provides tools for hyperparameter tuning via 'keras/tensorflow', interfacing 'mlr', for performing Markov chain simulations, and for sensitivity analysis based on sequential bifurcation methods as described in Bettonvil and Kleijnen (1996). Furthermore, additional plotting functions for output from 'SPOT' runs are implemented. Bartz-Beielstein T, Lasarczyk C W G, Preuss M (2005) <doi:10.1109/CEC.2005.1554761>. Bartz-Beielstein T, Zaefferer M, Rehbach F (2021) <arXiv:1712.04076>. Bartz-Beielstein T, Rehbach F, Sen A, Zaefferer M <arXiv:2105.14625>. Bettonvil, B, Kleijnen JPC (1996) <doi:10.1016/S0377-2217(96)00156-7>.

Version: 1.18.14
Depends: R (≥ 4.0.0)
Imports: callr, dplyr, ggplot2, GGally, graphics, grDevices, keras, magrittr, mlr, Metrics, OpenML, plotly, RColorBrewer, reticulate, rlang, rpart.plot, rsample, sensitivity, smoof, SPOT, stats, tensorflow, tfdatasets, utils
Suggests: farff, knitr, rmarkdown, rpart, testthat
Published: 2022-05-02
Author: Thomas Bartz-Beielstein ORCID iD [aut, cre], Martin Zaefferer ORCID iD [aut], Frederik Rehbach ORCID iD [aut]
Maintainer: Thomas Bartz-Beielstein <tbb at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: NEWS
CRAN checks: SPOTMisc results


Reference manual: SPOTMisc.pdf
Vignettes: SPOTMiscVignette


Package source: SPOTMisc_1.18.14.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): SPOTMisc_1.18.14.tgz, r-oldrel (arm64): SPOTMisc_1.18.14.tgz, r-release (x86_64): SPOTMisc_1.18.14.tgz, r-oldrel (x86_64): SPOTMisc_1.18.14.tgz
Old sources: SPOTMisc archive


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