Referencias

Breiman, Leo. 2001. “Statistical Modeling: The Two Cultures.” Statistical Science 16 (3): 199–231. https://doi.org/10.1214/ss/1009213726.

Esteva, Andre, Brett Kuprel, Roberto A. Novoa, Justin Ko, Susan M. Swetter, Helen M. Blau, and Sebastian Thrun. 2017. “Dermatologist-Level Classification of Skin Cancer with Deep Neural Networks.” Nature 542 (7639): 115–18. https://doi.org/10.1038/nature21056.

Fisher, Ronald Aylmer. 1936. “The Use of Multiple Measurements in Taxonomic Problems.” Annals of Eugenics 7 (2): 179–88. https://doi.org/https://doi.org/10.1111/j.1469-1809.1936.tb02137.x.

Hannun, Awni Y., Pranav Rajpurkar, Masoumeh Haghpanahi, Geoffrey H. Tison, Codie Bourn, Mintu P. Turakhia, and Andrew Y. Ng. 2019. “Cardiologist-Level Arrhythmia Detection and Classification in Ambulatory Electrocardiograms Using a Deep Neural Network.” Nature Medicine 25 (1): 65–69. https://doi.org/10.1038/s41591-018-0268-3.

Langley, Pat. 1986. “Machine Learning: An Editorial.” Maching Learning 1: 5–10. https://doi.org/10.1023/A:1022687019898.

McInnes, Leland, John Healy, and James Melville. 2020. “UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.” https://arxiv.org/abs/1802.03426.

Nava-Muñoz, Sergio, Mario Graff, and Hugo Jair Escalante. 2024. “Analysis of Systems’ Performance in Natural Language Processing Competitions.” Pattern Recognition Letters, March. https://doi.org/10.1016/J.PATREC.2024.03.010.

Quinlan, J. R. 1986. “Induction of Decision Trees.” Machine Learning 1986 1:1 1 (March): 81–106. https://doi.org/10.1007/BF00116251.

Sebastiani, Fabrizio. 2015. “An Axiomatically Derived Measure for the Evaluation of Classification Algorithms.” In Proceedings of the 2015 International Conference on the Theory of Information Retrieval, 11–20. ICTIR ’15. New York, NY, USA: Association for Computing Machinery. https://doi.org/10.1145/2808194.2809449.

Silver, David, Aja Huang, Chris J. Maddison, Arthur Guez, Laurent Sifre, George van den Driessche, Julian Schrittwieser, et al. 2016. “Mastering the Game of Go with Deep Neural Networks and Tree Search.” Nature 529 (7587): 484–89. https://doi.org/10.1038/nature16961.

Silver, David, Julian Schrittwieser, Karen Simonyan, Ioannis Antonoglou, Aja Huang, Arthur Guez, Thomas Hubert, et al. 2017. “Mastering the Game of Go Without Human Knowledge.” Nature 550 (7676): 354–59. https://doi.org/10.1038/nature24270.

Street, William Nick, William H. Wolberg, and Olvi L. Mangasarian. 1993. “Nuclear Feature Extraction for Breast Tumor Diagnosis.” In Electronic Imaging. https://api.semanticscholar.org/CorpusID:14922543.

Wasserman, Larry. 2004. All of Statistics : A Concise Course in Statistical Inference. Springer. https://doi.org/10.1007/978-0-387-21736-9.

Xu, L., A. Krzyzak, and C. Y. Suen. 1992. “Methods of Combining Multiple Classifiers and Their Applications to Handwriting Recognition.” IEEE Transactions on Systems, Man, and Cybernetics 22 (3): 418–35. https://doi.org/10.1109/21.155943.