Meta-package for statistical and machine learning with a common interface for model fitting, prediction, performance assessment, and presentation of results. Supports predictive modeling of numerical, categorical, and censored time-to-event outcomes and resample (bootstrap and cross-validation) estimation of model performance.
Version: | 0.1-1 |
Imports: | abind, foreach, ggplot2, Hmisc, irr, kernlab, magrittr, methods, MLmetrics, ModelMetrics, party, recipes, rsample, survival, survivalROC, utils |
Suggests: | C50, doParallel, gbm, glmnet, kableExtra, knitr, MASS, nnet, pls, randomForest, rmarkdown, rms, testthat |
Published: | 2018-10-14 |
Author: | Brian J Smith [aut, cre] |
Maintainer: | Brian J Smith <brian-j-smith at uiowa.edu> |
BugReports: | https://github.com/brian-j-smith/MachineShop/issues |
License: | GPL-3 |
URL: | https://github.com/brian-j-smith/MachineShop |
NeedsCompilation: | no |
Citation: | MachineShop citation info |
Materials: | README NEWS |
CRAN checks: | MachineShop results |
Reference manual: | MachineShop.pdf |
Vignettes: |
Introduction to the MachineShop Package Conventions for MLModels Implementation |
Package source: | MachineShop_0.1-1.tar.gz |
Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: MachineShop_0.1-1.zip |
OS X binaries: | r-release: MachineShop_0.1-1.tgz, r-oldrel: MachineShop_0.1-1.tgz |
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