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thesisexperiments.org

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+:PROPERTIES:
+:ID: 59f84838-71a9-4aab-a494-8e6bae2080fb
+:END:
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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