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@inproceedings{10064,
author = {Berka, Petr and Marek, Luboš},
address = {Prague},
booktitle = {Efficiency and Responsibility in Education 2022 : Proceedings of the 19th International Conference},
edition = {1},
editor = {Fejfar, Jiří a Martin Flegl (eds)},
keywords = {bachelor study, decision trees, logistic regression, dropout},
howpublished = {elektronická verze "online"},
language = {eng},
location = {Prague},
isbn = {978-80-213-3197-6},
pages = {11-16},
publisher = {Czech University of Life Sciences Prague},
title = {On Predicting the Outcome of the Study of Bachelor Students},
url = {https://erie.pef.czu.cz/en/r-18415-proceedings-2022/proceedings-2022.html},
year = {2022}
}
TY - JOUR
ID - 10064
AU - Berka, Petr - Marek, Luboš
PY - 2022
TI - On Predicting the Outcome of the Study of Bachelor Students
PB - Czech University of Life Sciences Prague
CY - Prague
SN - 9788021331976
KW - bachelor study, decision trees, logistic regression, dropout
UR - https://erie.pef.czu.cz/en/r-18415-proceedings-2022/proceedings-2022.html
N2 - The fact that about one-half of students who enrolled for the bachelor study leave the university before obtaining the degree can be observed at universities worldwide. Factors of students’ dropout can be studied either by surveys among students or by analyzing data the university collects. In the work reported in the paper, we analyzed data about students who enrolled for the bachelor study in the academic year 2013/14. We created several decision trees with the aim to predict who will finish the study successfully and who will not. Using data collected on a semester basis, we found out that the most important variable is the percentage of lost credits in the most recent semester.
ER -
BERKA, Petr a Luboš MAREK. On Predicting the Outcome of the Study of Bachelor Students. Online. In Fejfar, Jiří a Martin Flegl (eds). \textit{Efficiency and Responsibility in Education 2022 : Proceedings of the 19th International Conference}. 1. vyd. Prague: Czech University of Life Sciences Prague, 2022, s.~11-16. ISBN~978-80-213-3197-6.
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