Machine learning to identify key success indicators

• Published in: E3S web of conferences Vol. 431; p. 5014
• Main Authors: Nelyub, Vladimir, Glinscaya, Anna, Kukartsev, Vladislav, Borodulin, Alexey, Evsyukov, Dmitry
• Format: Journal Article Conference Proceeding
• Language: English
• Published: Les Ulis EDP Sciences 01.01.2023
• Subjects: Data structures; Decision trees; Indicators; Learning algorithms; Machine learning; Neural networks; Optimization; Regression analysis; Teaching methods

This article explores the application of machine learning techniques in the context of identifying and analyzing key indicators of learner success. In particular, the paper focuses on the application of machine learning techniques such as decision trees, Kohonen maps and neural networks. Decision tr...