roam/thesisexperiments.org

thesis/experiments thesis/experiments

• Guidelines

Chapter 4 of the BGU MSc thesis on ROLL. Not yet written. Parent: thesis

Guidelines

• Target length: 15–20 pages
• Datasets: KEEL imbalanced benchmark suite + larger datasets TBD
• Baselines should include: cross-entropy + class weighting, AUC-surrogate methods, NP-inspired methods
• Primary metric: TPR at fixed FPR; secondary: partial AUC, comparison across operating points
• Report results for all three ROLL instantiations (Gaussian, Beta, KDE) to justify the progression