:PROPERTIES:
:ID: 59f84838-71a9-4aab-a494-8e6bae2080fb
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#+title: thesis/experiments
#+filetags: :project: :knowledge: :experiments:

:PROPERTIES:
:ID: thesis-experiments
:END:

#+title: thesis/experiments
#+filetags: :project: :knowledge: :experiments:

Chapter 4 of the BGU MSc thesis on ROLL. Not yet written.
Parent: [[id:6294e2be-6189-4473-b363-a1dd9a75fb9b][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