Ensemble machine learning prediction accuracy: local vs. global precision and recall for multiclass grade performance of engineering students

This study examines the prediction accuracy of ensemble machine learning models by comparing local and global precision, recall, and accuracy for multiclass grading of engineering students. It also investigates the performance of various machine learning models in predicting the multiclass grading o...

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Bibliographic Details
Main Authors: Yagyanath Rimal, Navneet Sharma
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Education
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feduc.2025.1571133/full
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