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http://hdl.handle.net/10609/66626
Title: | Análisis de la influencia del consumo de alcohol en los resultados académicos utilizando aprendizaje automático |
Author: | Yébenes Montenegro, José Antonio |
Director: | Subirats, Laia |
Tutor: | Sancho-Vinuesa, Teresa Pujol-Jover, Maria |
Others: | Universitat Oberta de Catalunya |
Abstract: | Alcohol consumption in excess is harmful at any age but in minors is a problem that affects us all. The objective of this work is to study the relationship between alcohol consumption and academic achievement in secondary school students. Method: The dataset used contains social and academic information from a group of high school students aged 15-22 of two Portuguese schools. Different types of analysis (univariate, bivariate, segmentation, association rules, pro ling and decision trees) has been performed to see if alcohol consumption a effects the results or there are other more influential variables. |
Keywords: | data analysis alcoholism machine learning |
Document type: | info:eu-repo/semantics/masterThesis |
Issue Date: | Jul-2017 |
Publication license: | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
Appears in Collections: | Bachelor thesis, research projects, etc. |
Files in This Item:
File | Description | Size | Format | |
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yebenesjaTFG0617memoria.pdf | Memoria del TFM | 1,85 MB | Adobe PDF | View/Open |
yebenesjaTFG0617presetnación.pdf | Presentación del TFM | 932,36 kB | Adobe PDF | View/Open |
yebenesjaTFG0617anàlisidades.pdf | Análisis de datos del TFM | 2,34 MB | Adobe PDF | View/Open |
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