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• Optimizing Machine Learning Models for Graduation on Time Prediction: A Comparative Study with Resampling and Hyperparameter Tuning

  Rizal Bakri,  Department of Digital Business, Makassar State University,  Indonesia

  Syamsu Alam,  Department of Digital Business, Makassar State University,  Indonesia

  Niken Probondani Astuti,  Statistics Research Group, STIEM Bongaya, Makassar,  Indonesia

  Muhammad Ilham Bakhtiar,  Department of Guidance and Counseling Education, Makassar State University,  Indonesia

  270-285

  2025-08-17

  DOI : 10.15575/join.v10i2.1590 Abstract View : 6156 PDF downloads: 639