School Dropout Prediction with Class Balancing and Hyperparameter Configuration

Author:

Cuevas-Chávez P. AlejandraORCID,Narciso Samuel,Sánchez-Jiménez EduardoORCID,Pérez Itzel Celerino,Hernández YasmínORCID,Ortiz-Hernandez JavierORCID

Publisher

Springer Nature Switzerland

Reference11 articles.

1. Rochin Berumen, F. L.: Deserción escolar en la educación superior en México: revisión de literatura. RIDE. Rev. Iberoam. Investig. Desarro. 11(22) (2021)

2. Kuz, A., Morales, R.: Ciencia de Datos Educativos y aprendizaje automático: Un caso de estudio sobre la deserción estudiantil universitaria en México. Educ. Knowl. Soc. (EKS) e30080 (2023)

3. Wan Yaacob, W.F., et al.: Predicting student drop-out in higher institution using data mining techniques. J. Phys: Conf. Ser. 1496, 012005 (2020)

4. Realinho, V., Machado, J., Baptista, L., Martins, M.V.: Predicting student dropout and academic success. Data 7(11), 146 (2022)

5. Niyogisubizo, J., Liao, L., Nziyumva, E., Murwanashyaka, E., Nshimyumukiza, P.C.: Predicting student’s dropout in university classes using two-layer ensemble machine learning approach: a novel stacked generalization. Comput. Educ.: Artif. Intell. 3, 100066 (2022)

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