2025 AI/ML Journal Article

Enhancing Predictive Accuracy Using Ensemble Machine Learning Models: A Data-Centric Approach

Ushik Shrestha Khwakhali, Swetha Indudhar Goudar

Journal of Computer Applications and Information Technology

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Abstract

Investigates a data-centric approach to ensemble machine learning, focusing on improving predictive accuracy by refining training data quality rather than solely optimising model architecture.

Keywords

Machine LearningEnsemble ModelsData-Centric AI

APA-style Citation

Ushik Shrestha Khwakhali, Swetha Indudhar Goudar (2025). Enhancing Predictive Accuracy Using Ensemble Machine Learning Models: A Data-Centric Approach. Journal of Computer Applications and Information Technology.

BibTeX

@article{Khwakhali2025ensemble,
  author    = {Ushik Shrestha Khwakhali and Swetha Indudhar Goudar},
  title     = {Enhancing Predictive Accuracy Using Ensemble Machine Learning Models: A Data-Centric Approach},
  year      = {2025},
  journal   = {Journal of Computer Applications and Information Technology},
  url       = {https://www.researchgate.net/publication/400532253_Enhancing_Predictive_Accuracy_Using_Ensemble_Machine_Learning_Models_A_Data-Centric_Approach}
}