Referencias

Angelopoulos, Anastasios N., and Stephen Bates. 2021. “A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.” https://arxiv.org/abs/2107.07511.

Bengio, Yoshua, Réjean Ducharme, Pascal Vincent, and Christian Janvin. 2003. “A Neural Probabilistic Language Model.” J. Mach. Learn. Res. 3 (March): 1137–55. http://dl.acm.org/citation.cfm?id=944919.944966.

Bishop, Christopher M. 2006. Pattern Recognition and Machine Learning (Information Science and Statistics). Secaucus, NJ, USA: Springer-Verlag New York, Inc.

Chambers, J. M., W. S. Cleveland, B. Kleiner, and P. A. Tukey. 1983. Graphical Methods for Data Analysis. Chapman & Hall Statistics Series. Wadsworth International Group. https://books.google.com.mx/books?id=I-tQAAAAMAAJ.

Chen, Tianqi, and Carlos Guestrin. 2016. “XGBoost: A Scalable Tree Boosting System.” In, 785–94. https://doi.org/10.1145/2939672.2939785.

Goodfellow, Ian, Yoshua Bengio, and Aaron Courville. 2016. Deep Learning. MIT Press.

Hastie, Trevor, Robert Tibshirani, and Jerome Friedman. 2017. The Elements of Statistical Learning. Springer Series in Statistics. Springer New York Inc. http://web.stanford.edu/~hastie/ElemStatLearn/.

Hu, Y., Y. Koren, and C. Volinsky. 2008. “Collaborative Filtering for Implicit Feedback Datasets.” In 2008 Eighth IEEE International Conference on Data Mining, 263–72. https://doi.org/10.1109/ICDM.2008.22.

James, Gareth, Daniela Witten, Trevor Hastie, and Robert Tibshirani. 2014. An Introduction to Statistical Learning: With Applications in r. Springer Publishing Company, Incorporated. http://www-bcf.usc.edu/~gareth/ISL/.

Kuhn, M., and K. Johnson. 2013. Applied Predictive Modeling. SpringerLink : Bücher. Springer New York. https://books.google.com.mx/books?id=xYRDAAAAQBAJ.

Kuhn, M., and J. Silge. 2022. Tidy Modeling with r. O’Reilly Media. https://books.google.com.mx/books?id=9cJ6EAAAQBAJ.

Mikolov, Tomas, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013. “Efficient Estimation of Word Representations in Vector Space.” CoRR abs/1301.3781. http://arxiv.org/abs/1301.3781.

Shao, Jun. 1993. “Linear Model Selection by Cross-Validation.” Journal of the American Statistical Association 88 (422): 486–94. https://doi.org/10.1080/01621459.1993.10476299.

Zhou, Yunhong, Dennis Wilkinson, Robert Schreiber, and Rong Pan. 2008. “Large-Scale Parallel Collaborative Filtering for the Netflix Prize.” In Algorithmic Aspects in Information and Management, edited by Rudolf Fleischer and Jinhui Xu, 337–48. Berlin, Heidelberg: Springer Berlin Heidelberg.