references.bib

@Article{Delgado2014a,
  author  = {Manuel Fern{{\'a}}ndez-Delgado and Eva Cernadas and Sen{{\'e}}n Barro and Dinani Amorim},
  title   = {{Do We Need Hundreds} of {Classifiers} to {Solve Real World Classification Problems}?},
  journal = {Journal of Machine Learning Research},
  year    = {2014},
  volume  = {15},
  number  = {90},
  pages   = {3133-3181},
  url     = {http://jmlr.org/papers/v15/delgado14a.html}
}

@misc{Delgado2014b,
	author  = {Manuel Fern{{\'a}}ndez-Delgado and Eva Cernadas and Sen{{\'e}}n Barro and Dinani Amorim},
	howpublished = {retrieved March 13, 2021},
	title = {{Do We Need Hundreds} of {Classifiers} to {Solve Real World Classification Problems}?},
	year = {2014},
	url ={http://persoal.citius.usc.es/manuel.fernandez.delgado/papers/jmlr/}
}

@Article{Friedman2010,
    title = {{Regularization Paths} for {Generalized Linear Models} via {Coordinate Descent}},
    author = {Jerome Friedman and Trevor Hastie and Robert Tibshirani},
    journal = {Journal of Statistical Software},
    year = {2010},
    volume = {33},
    number = {1},
    pages = {1--22},
    url = {http://www.jstatsoft.org/v33/i01/},
}

@misc{Hastie2021,
	author = {Trevor Hastie and Junyang Qian and Kenneth Tay},
	howpublished = {retrieved March 13, 2021},
	title = {An {Introduction} to glmnet},
	year = {2021},
	url ={https://cran.r-project.org/web/packages/glmnet/vignettes/glmnet.pdf}
}

@Manual{Kuhn2020a,
    title = {{caret:} {Classification} and {Regression} {Training}},
    author = {Max Kuhn},
    year = {2020},
    note = {R package version 6.0-86},
    url = {https://CRAN.R-project.org/package=caret},
}

@misc{Kuhn2020b,
	author = {Max Kuhn},
	howpublished = {retrieved March 13, 2021},
	title = {{Package} ‘caret’},
	year = {2020},
	url ={https://cran.r-project.org/web/packages/caret/caret.pdf}
}

@Article{Liaw2002,
    title = {{Classification} and {Regression} by randomForest},
    author = {Andy Liaw and Matthew Wiener},
    journal = {R News},
    year = {2002},
    volume = {2},
    number = {3},
    pages = {18-22},
    url = {https://CRAN.R-project.org/doc/Rnews/},
}

@Article{Karatzoglou2004,
    title = {{kernlab} -- {An} {S4} {Package} for {Kernel} {Methods} in {R}},
    author = {Alexandros Karatzoglou and Alex Smola and Kurt Hornik and Achim Zeileis},
    journal = {Journal of Statistical Software},
    year = {2004},
    volume = {11},
    number = {9},
    pages = {1--20},
    url = {http://www.jstatsoft.org/v11/i09/},
}

@misc{Karatzoglou2019,
	author = {Alexandros Karatzoglou and Alex Smola and Kurt Hornik},
	howpublished = {retrieved March 14, 2021},
	title = {{Package} ‘kernlab’},
	year = {2019},
	url ={https://cran.r-project.org/web/packages/kernlab/kernlab.pdf}
}

@Book{Hastie2009,
 address = {New York},
 title = {{The Elements of Statistical Learning: Data Mining, Inference, and Prediction}},
 edition = {2nd ed.}, 
 isbn = {0-387-84857-6},
 keywords = {Supervised learning (Machine learning)},
 language = {eng},
 lccn = {2008941148},
 publisher = {Springer},
 series = {Springer series in statistics},
 year = {2009},
 author = {Trevor Hastie and Robert Tibshirani and Jerome Friedman},
}