Vol. 9 No. 1 (2026)

Articles

• Novel Regularization Methods to Prevent Overfitting in Machine Learning Models

  • 

  Dr. Rakesh, Dr. Ananya (Author)

  01-14

  DOI: https://doi.org/10.67228/3142788X/IJMLPA-V9I1P101

• A Survey on Feature Selection Techniques for Predictive Analytics

  • 

  Dr. Nesca Mthethwa, Thane Nkosi (Author)

  15-26

  DOI: https://doi.org/10.67228/3142788X/IJMLPA-V9I1P102

• Transfer Learning Approaches for Small-Scale Datasets

  • 

  Sivesh Prasana, Karthickeyan (Author)

  27-40

  DOI: https://doi.org/10.67228/3142788X/IJMLPA-V9I1P103

• Robust Machine Learning Models for Imbalanced Dataset Classification

  • 

  Dr. Vasanth Kumar, Girija Rajan (Author)

  41-53

  DOI: https://doi.org/10.67228/3142788X/IJMLPA-V9I1P104

• Meta-Learning Algorithms for Rapid Model Adaptation

  • 

  Dr. Fernanda Lopes (Author)

  54-63

  DOI: https://doi.org/10.67228/3142788X/IJMLPA-V9I1P105