24 lines
789 B
Org Mode
24 lines
789 B
Org Mode
:PROPERTIES:
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:ID: 59f84838-71a9-4aab-a494-8e6bae2080fb
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:END:
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#+title: thesis/experiments
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#+filetags: :project: :knowledge: :experiments:
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:PROPERTIES:
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:ID: thesis-experiments
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:END:
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#+title: thesis/experiments
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#+filetags: :project: :knowledge: :experiments:
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Chapter 4 of the BGU MSc thesis on ROLL. Not yet written.
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Parent: [[id:6294e2be-6189-4473-b363-a1dd9a75fb9b][thesis]]
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** Guidelines
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- Target length: 15–20 pages
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- Datasets: KEEL imbalanced benchmark suite + larger datasets TBD
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- Baselines should include: cross-entropy + class weighting, AUC-surrogate methods, NP-inspired methods
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- Primary metric: TPR at fixed FPR; secondary: partial AUC, comparison across operating points
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- Report results for all three ROLL instantiations (Gaussian, Beta, KDE) to justify the progression |