Final Degree Project
Desarrollo de una librería Haskell sobre árboles de decisión
Author/s | García Sancho, Carlos |
Director | Martín Mateos, Francisco Jesús |
Department | Universidad de Sevilla. Departamento de Ciencias de la Computación e Inteligencia Artificial |
Publication Date | 2021-12-02 |
Deposit Date | 2023-02-21 |
Academic Title | Universidad de Sevilla. Grado en Matemáticas |
Abstract | A Decision Tree is a supervised learning technique used for prediction tasks, which
stands out for being able to produce interpretable classification and regression models.
This project includes an overview of some Machine ... A Decision Tree is a supervised learning technique used for prediction tasks, which stands out for being able to produce interpretable classification and regression models. This project includes an overview of some Machine Learning, specifically Decision Trees, concepts and algorithms. The aim of this work is to obtain a clear and readable implementation of algorithms C4.5 and CART, pruning and a simple Random Forest in the functional programming language Haskell. |
Citation | García Sancho, C. (2021). Desarrollo de una librería Haskell sobre árboles de decisión. (Trabajo Fin de Grado Inédito). Universidad de Sevilla, Sevilla. |
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GM GARCIA SANCHO, CARLOS.pdf | 486.8Kb | [PDF] | View/ | |