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      Explainability and Fairness in Machine Learning 

      Villalba Pizarro, Fátima del Pilar (2021-06)
      Over the years, when speaking about prediction models, the focus has been set on improving their accuracy, at the cost ...
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      Random Forests: Properties and applications 

      Villalba Pizarro, Fátima del Pilar (2020-09-01)
      Random forests are considered a fundamental tool in supervised learning. Conse quently, random forests are used in a wide ...