 willtanoe
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111adb272e
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research: add post-hoc statistical audit and defense preparation aids
- scripts/posthoc_statistical_audit.py + docs/research/POSTHOC_STATISTICAL_AUDIT.md:
read-only paired audit of the completed grid (exact sign-flip / Wilcoxon,
selection stability, per-class/per-client summaries); writes only posthoc__*.
- kisikisithesis/: robustness audit and examiner-preparation document with
deterministic read-only checks (robustness_checks.py).
- artifacts/analysis/posthoc__*.csv: audit outputs (6 tables).
- artifacts/analysis: track the 4 remaining beta0-snapshot effect/weight CSVs
(xiiotid a0.5 seeds 1-2), completing the tracked beta0 set.
- .gitignore: codify that non-beta0 prototype snapshots stay untracked.
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2026-10-17 04:06:04 +07:00 |
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willtanoe
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34bab45865
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docs: improve readability of PROTEAN comparison figures
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2026-10-09 14:19:33 +07:00 |
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willtanoe
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ad8b2d7671
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research: add paired original vs proposed PROTEAN analysis
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2026-10-09 13:40:20 +07:00 |
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willtanoe
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eaa9217552
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docs: refresh project handoff after proposal finalization
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2026-10-02 14:21:50 +07:00 |
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willtanoe
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e27c5a83ab
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docs: finalize thesis proposal markdown
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2026-10-02 14:13:59 +07:00 |
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willtanoe
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b74a81f6c4
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docs: strengthen thesis proposal literature and positioning
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2026-10-02 13:28:49 +07:00 |
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willtanoe
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9b25d1b5e4
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docs: add thesis proposal draft and source map
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2026-10-02 13:02:46 +07:00 |
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willtanoe
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8a571a2387
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research: finalize experimental synthesis
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2026-10-01 01:00:32 +07:00 |
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willtanoe
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d30e9831e6
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experiment: complete two-dataset beta study
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2026-09-30 22:03:46 +07:00 |
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willtanoe
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bbd3508506
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experiment: validate 5gnidd beta selection at alpha 0.75
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2026-09-29 23:56:12 +07:00 |
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willtanoe
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a7f2b0049e
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experiment: validate 5gnidd beta selection at alpha 0.50
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2026-09-28 21:58:30 +07:00 |
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willtanoe
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2d27abc350
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experiment: complete xiiotid three-alpha beta study
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2026-09-27 15:12:58 +07:00 |
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willtanoe
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ff68d380e2
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experiment: validate beta selection at alpha 0.25
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2026-09-26 11:23:38 +07:00 |
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willtanoe
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6b97a0d38b
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experiment: validate beta selection across three seeds
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2026-09-25 13:14:28 +00:00 |
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willtanoe
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50f2da7216
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experiment: validate beta selection on one paired full condition
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2026-09-25 04:22:55 +00:00 |
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willtanoe
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ad9aa53ba7
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feat: implement support-weighted prototype aggregation
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2026-09-24 23:37:26 +00:00 |
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willtanoe
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16b3add2cf
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docs: validate baseline and add deterministic regression coverage
Session 3 baseline validation (no beta/support-weighted code added).
- Two measured full-data original_protean conditions (X-IIoTID and 5G-NIDD,
alpha=0.5, seed=0); frozen manifests reused and reload-verified.
- Partition consistency, per-class/per-client inspection, round-0, loss audit,
inference validation, reproducibility and a deterministic end-to-end test.
- S_j participant rule remains an explicitly labelled REPRODUCTION ASSUMPTION;
|S_j| < M quantified in 53/162 class-condition cells (32.7%), 15/18 conditions.
- Adds docs/baseline/BASELINE_VALIDATION.md, tests/test_baseline_validation.py,
scripts/validate_sj_participant_rule.py and small analysis artifacts.
- Test suite: 46 passed.
planningawal/ and raw datasets unchanged.
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2026-09-24 20:42:56 +00:00 |
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willtanoe
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0aa8e2ba79
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feat: implement reproducible PROTEAN baseline pipeline
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2026-09-24 17:39:00 +00:00 |
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willtanoe
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2cc6a9859e
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chore: checkpoint PROTEAN research planning and architecture
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2026-09-24 17:08:56 +00:00 |
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