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Title: Análisis de la influencia del consumo de alcohol en los resultados académicos utilizando aprendizaje automático
Author: Yébenes Montenegro, José Antonio
Director: Subirats Maté, Laia
Tutor: Sancho Vinuesa, Teresa  
Pujol Jover, Maria  
Others: Universitat Oberta de Catalunya
Keywords: data analysis
machine learning
Issue Date: Jul-2017
Publisher: 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.
Language: Spanish
Appears in Collections:Bachelor thesis, research projects, etc.

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yebenesjaTFG0617memoria.pdfMemoria del TFM1.85 MBAdobe PDFView/Open
yebenesjaTFG0617presetnación.pdfPresentación del TFM932.36 kBAdobe PDFView/Open
yebenesjaTFG0617anàlisidades.pdfAnálisis de datos del TFM2.34 MBAdobe PDFView/Open

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