Interpretable machine learning for predicting school absenteeism at-scale in Brazil: evidence from 22,000 schools
A
Abílio Nogueira Barros
F
Felipe Vieira Roque
T
Tiago Paulino
A
Augusto Schmidt
F
Flavia Galvani
R
Rafael Oliveira
(Department of Plant Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, SP, Brazil.)
L
Leonardo Brandão Marques
D
Diego Dermeval
A
Anita Gea Martinez Stefani
M
Marisa de Santana da Costa
E
Emanuel Marques Queiroga
E
Elthon Oliveira
C
Cristian Cechinel
T
Thales Vieira
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 16, Issue 1
Published
May 19, 2026
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (14)
A
Abílio Nogueira Barros
F
Felipe Vieira Roque
T
Tiago Paulino
A
Augusto Schmidt
F
Flavia Galvani
R
Rafael Oliveira
Department of Plant Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, SP, Brazil.
L
Leonardo Brandão Marques
D
Diego Dermeval
A
Anita Gea Martinez Stefani
M
Marisa de Santana da Costa
E
Emanuel Marques Queiroga
E
Elthon Oliveira
C
Cristian Cechinel
T
Thales Vieira
Related Articles from this Journal
AI models of unstable flow exhibit hallucination
Ramdhan Wibawa, Birendra Jha
Aug 2026
10.1038/s41598-026-64023-8
The MCAA-YOLO + XPBI integrated model provides a hybrid intelligent measurement method for predicting the body weight of Hu sheep
Hang Zhang, Yuang Cheng et al.
Aug 2026
10.1038/s41598-026-64075-w
Application of iron nano-biofertilizers as a sustainable approach to enhance growth and micronutrient uptake in soybean
Ava Mohrazi, Reza Ghasemi-Fasaei
Aug 2026
10.1038/s41598-026-66011-4
Adolescents’ status-dependent public and private conformity to prosocial and antisocial decisions in a public goods game
Niloofar Saeedi, Khatereh Borhani et al.
Aug 2026
10.1038/s41598-026-64831-y
An explainable hierarchical capsule network framework for supporting expert sensory evaluation of herbal medicines with natural language generation
Hyein Lee, Dae-Hyun Jung
Aug 2026
10.1038/s41598-026-64156-w