Modeling Academic Performance Using the PISA 2022 Database

Abstract

The study aims to explore the predictive modeling of students’ achievements using PISA 2022 dataset and directing attention to estimate scores in mathematics, reading and science. Moreover, the research wants to discover key features that influence directly student achievement, assessing the efficacy of some machine learning models trained on this dataset.