@Manual{R-adabag,
  title = {adabag: Applies Multiclass AdaBoost.M1, SAMME and Bagging},
  author = {{Alfaro} and Esteban; Gamez and {Matias} and {Garcia} and Noelia; with contributions from Li Guo},
  year = {2018},
  note = {R package version 4.2},
  url = {https://CRAN.R-project.org/package=adabag},
}
@Manual{R-AmesHousing,
  title = {AmesHousing: The Ames Iowa Housing Data},
  author = {Max Kuhn},
  year = {2017},
  note = {R package version 0.0.3},
  url = {https://CRAN.R-project.org/package=AmesHousing},
}
@Manual{R-C50,
  title = {C50: C5.0 Decision Trees and Rule-Based Models},
  author = {Max Kuhn and Ross Quinlan},
  year = {2018},
  note = {R package version 0.1.2},
  url = {https://CRAN.R-project.org/package=C50},
}
@Manual{R-caret,
  title = {caret: Classification and Regression Training},
  author = {Max Kuhn. Contributions from Jed Wing and Steve Weston and Andre Williams and Chris Keefer and Allan Engelhardt and Tony Cooper and Zachary Mayer and Brenton Kenkel and the R Core Team and Michael Benesty and Reynald Lescarbeau and Andrew Ziem and Luca Scrucca and Yuan Tang and Can Candan and Tyler Hunt.},
  year = {2018},
  note = {R package version 6.0-80},
  url = {https://CRAN.R-project.org/package=caret},
}
@Manual{R-Cubist,
  title = {Cubist: Rule- And Instance-Based Regression Modeling},
  author = {Max Kuhn and Ross Quinlan},
  year = {2018},
  note = {R package version 0.2.2},
  url = {https://CRAN.R-project.org/package=Cubist},
}
@Manual{R-doMC,
  title = {doMC: Foreach Parallel Adaptor for 'parallel'},
  author = {Revolution Analytics and Steve Weston},
  year = {2017},
  note = {R package version 1.3.5},
  url = {https://CRAN.R-project.org/package=doMC},
}
@Manual{R-doParallel,
  title = {doParallel: Foreach Parallel Adaptor for the 'parallel' Package},
  author = {Microsoft Corporation and Steve Weston},
  year = {2017},
  note = {R package version 1.0.11},
  url = {https://CRAN.R-project.org/package=doParallel},
}
@Manual{R-dplyr,
  title = {dplyr: A Grammar of Data Manipulation},
  author = {Hadley Wickham and Romain François and Lionel Henry and Kirill Müller},
  year = {2018},
  note = {R package version 0.7.6},
  url = {https://CRAN.R-project.org/package=dplyr},
}
@Manual{R-e1071,
  title = {e1071: Misc Functions of the Department of Statistics, Probability
Theory Group (Formerly: E1071), TU Wien},
  author = {David Meyer and Evgenia Dimitriadou and Kurt Hornik and Andreas Weingessel and Friedrich Leisch},
  year = {2018},
  note = {R package version 1.7-0},
  url = {https://CRAN.R-project.org/package=e1071},
}
@Manual{R-earth,
  title = {earth: Multivariate Adaptive Regression Splines},
  author = {Stephen Milborrow. Derived from mda:mars by Trevor Hastie and Rob Tibshirani. Uses Alan Miller's Fortran utilities with Thomas Lumley's leaps wrapper.},
  year = {2018},
  note = {R package version 4.6.3},
  url = {https://CRAN.R-project.org/package=earth},
}
@Manual{R-gbm,
  title = {gbm: Generalized Boosted Regression Models},
  author = {Greg Ridgeway with contributions from others},
  year = {2017},
  note = {R package version 2.1.3},
  url = {https://CRAN.R-project.org/package=gbm},
}
@Manual{R-ggplot2,
  title = {ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics},
  author = {Hadley Wickham and Winston Chang and Lionel Henry and Thomas Lin Pedersen and Kohske Takahashi and Claus Wilke and Kara Woo},
  year = {2018},
  note = {R package version 3.0.0},
  url = {https://CRAN.R-project.org/package=ggplot2},
}
@Manual{R-gridExtra,
  title = {gridExtra: Miscellaneous Functions for "Grid" Graphics},
  author = {Baptiste Auguie},
  year = {2017},
  note = {R package version 2.3},
  url = {https://CRAN.R-project.org/package=gridExtra},
}
@Manual{R-ICEbox,
  title = {ICEbox: Individual Conditional Expectation Plot Toolbox},
  author = {Alex Goldstein and Adam Kapelner and Justin Bleich},
  year = {2017},
  note = {R package version 1.1.2},
  url = {https://CRAN.R-project.org/package=ICEbox},
}
@Manual{R-ipred,
  title = {ipred: Improved Predictors},
  author = {Andrea Peters and Torsten Hothorn},
  year = {2017},
  note = {R package version 0.9-6},
  url = {https://CRAN.R-project.org/package=ipred},
}
@Manual{R-keras,
  title = {keras: R Interface to 'Keras'},
  author = {JJ Allaire and François Chollet},
  year = {2018},
  note = {R package version 2.1.6},
  url = {https://CRAN.R-project.org/package=keras},
}
@Manual{R-kernlab,
  title = {kernlab: Kernel-Based Machine Learning Lab},
  author = {Alexandros Karatzoglou and Alex Smola and Kurt Hornik},
  year = {2018},
  note = {R package version 0.9-26},
  url = {https://CRAN.R-project.org/package=kernlab},
}
@Manual{R-knitr,
  title = {knitr: A General-Purpose Package for Dynamic Report Generation in R},
  author = {Yihui Xie},
  year = {2018},
  note = {R package version 1.20},
  url = {https://CRAN.R-project.org/package=knitr},
}
@Manual{R-lattice,
  title = {lattice: Trellis Graphics for R},
  author = {Deepayan Sarkar},
  year = {2017},
  note = {R package version 0.20-35},
  url = {https://CRAN.R-project.org/package=lattice},
}
@Manual{R-latticeExtra,
  title = {latticeExtra: Extra Graphical Utilities Based on Lattice},
  author = {Deepayan Sarkar and Felix Andrews},
  year = {2016},
  note = {R package version 0.6-28},
  url = {https://CRAN.R-project.org/package=latticeExtra},
}
@Manual{R-magrittr,
  title = {magrittr: A Forward-Pipe Operator for R},
  author = {Stefan Milton Bache and Hadley Wickham},
  year = {2014},
  note = {R package version 1.5},
  url = {https://CRAN.R-project.org/package=magrittr},
}
@Manual{R-MASS,
  title = {MASS: Support Functions and Datasets for Venables and Ripley's MASS},
  author = {Brian Ripley},
  year = {2018},
  note = {R package version 7.3-50},
  url = {https://CRAN.R-project.org/package=MASS},
}
@Manual{R-mda,
  title = {mda: Mixture and Flexible Discriminant Analysis},
  author = {S original by Trevor Hastie & Robert Tibshirani. Original R port by Friedrich Leisch and Kurt Hornik and Brian D. Ripley.},
  year = {2017},
  note = {R package version 0.4-10},
  url = {https://CRAN.R-project.org/package=mda},
}
@Manual{R-mgcv,
  title = {mgcv: Mixed GAM Computation Vehicle with Automatic Smoothness
Estimation},
  author = {Simon Wood},
  year = {2018},
  note = {R package version 1.8-24},
  url = {https://CRAN.R-project.org/package=mgcv},
}
@Manual{R-nnet,
  title = {nnet: Feed-Forward Neural Networks and Multinomial Log-Linear Models},
  author = {Brian Ripley},
  year = {2016},
  note = {R package version 7.3-12},
  url = {https://CRAN.R-project.org/package=nnet},
}
@Manual{R-party,
  title = {party: A Laboratory for Recursive Partytioning},
  author = {Torsten Hothorn and Kurt Hornik and Carolin Strobl and Achim Zeileis},
  year = {2018},
  note = {R package version 1.3-0},
  url = {https://CRAN.R-project.org/package=party},
}
@Manual{R-partykit,
  title = {partykit: A Toolkit for Recursive Partytioning},
  author = {Torsten Hothorn and Achim Zeileis},
  year = {2018},
  note = {R package version 1.2-2},
  url = {https://CRAN.R-project.org/package=partykit},
}
@Manual{R-pdp,
  title = {pdp: Partial Dependence Plots},
  author = {Brandon Greenwell},
  note = {R package version 0.6.0.9000},
  url = {https://github.com/bgreenwell/pdp},
  year = {2018},
}
@Manual{R-plotmo,
  title = {plotmo: Plot a Model's Residuals, Response, and Partial Dependence Plots},
  author = {Stephen Milborrow},
  year = {2018},
  note = {R package version 3.4.2},
  url = {https://CRAN.R-project.org/package=plotmo},
}
@Manual{R-plyr,
  title = {plyr: Tools for Splitting, Applying and Combining Data},
  author = {Hadley Wickham},
  year = {2016},
  note = {R package version 1.8.4},
  url = {https://CRAN.R-project.org/package=plyr},
}
@Manual{R-progress,
  title = {progress: Terminal Progress Bars},
  author = {Gábor Csárdi and Rich FitzJohn},
  year = {2018},
  note = {R package version 1.2.0},
  url = {https://CRAN.R-project.org/package=progress},
}
@Manual{R-randomForest,
  title = {randomForest: Breiman and Cutler's Random Forests for Classification and
Regression},
  author = {Leo Breiman and Adele Cutler and Andy Liaw and Matthew Wiener},
  year = {2018},
  note = {R package version 4.6-14},
  url = {https://CRAN.R-project.org/package=randomForest},
}
@Manual{R-ranger,
  title = {ranger: A Fast Implementation of Random Forests},
  author = {Marvin N. Wright and Stefan Wager and Philipp Probst},
  year = {2018},
  note = {R package version 0.10.1},
  url = {https://CRAN.R-project.org/package=ranger},
}
@Manual{R-rmarkdown,
  title = {rmarkdown: Dynamic Documents for R},
  author = {JJ Allaire and Yihui Xie and Jonathan McPherson and Javier Luraschi and Kevin Ushey and Aron Atkins and Hadley Wickham and Joe Cheng and Winston Chang},
  year = {2018},
  note = {R package version 1.10},
  url = {https://CRAN.R-project.org/package=rmarkdown},
}
@Manual{R-rpart,
  title = {rpart: Recursive Partitioning and Regression Trees},
  author = {Terry Therneau and Beth Atkinson},
  year = {2018},
  note = {R package version 4.1-13},
  url = {https://CRAN.R-project.org/package=rpart},
}
@Manual{R-testthat,
  title = {testthat: Unit Testing for R},
  author = {Hadley Wickham},
  year = {2017},
  note = {R package version 2.0.0},
  url = {https://CRAN.R-project.org/package=testthat},
}
@Manual{R-vip,
  title = {vip: Variable Importance Plots},
  author = {Brandon Greenwell and Brad Boehmke},
  note = {R package version 0.1.0},
  url = {https://koalaverse.github.io/vip/index.html},
  year = {2018},
}
@Manual{R-viridis,
  title = {viridis: Default Color Maps from 'matplotlib'},
  author = {Simon Garnier},
  year = {2018},
  note = {R package version 0.5.1},
  url = {https://CRAN.R-project.org/package=viridis},
}
@Manual{R-xgboost,
  title = {xgboost: Extreme Gradient Boosting},
  author = {Tianqi Chen and Tong He and Michael Benesty and Vadim Khotilovich and Yuan Tang and Hyunsu Cho and Kailong Chen and Rory Mitchell and Ignacio Cano and Tianyi Zhou and Mu Li and Junyuan Xie and Min Lin and Yifeng Geng and Yutian Li},
  year = {2018},
  note = {R package version 0.71.2},
  url = {https://CRAN.R-project.org/package=xgboost},
}
