遇见数据集

OULAD Early Warning – Reproducibility Artifacts (LOMO, weeks 2–12)

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Zenodo2025-09-18 更新2026-05-26 收录
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This record contains ONLY generated artifacts (CSV, figures, LaTeX snippets, checksums)for the paper “A Leakage-Free Benchmark for Early Warning on OULAD”.Access is restricted — For academic verification only. Raw OULAD data are NOT redistributed. Content• outputs/figs: AUC/PR-AUC by week with 95% CIs, reliability diagrams, top-k curves, decision curves.• outputs/tables: model summaries, bootstrap CIs, top-k metrics, LaTeX table snippets.• manifests/CHECKSUMS.sha256 (+ .sha256) to verify integrity of every file.• meta/: conda.yml and run_e2e.sh used to regenerate results (requires original OULAD and code repo). How to verify1) Download and unzip artifacts_v1.0.0.zip.2) Run: `sha256sum -c manifests/CHECKSUMS.sha256` (all should be OK).3) See meta/run_e2e.sh for end-to-end commands (anti-leakage: features ≤ week t, scaler on train MPs, isotonic on validation MPs). Provenance• Code repository (MIT): https://github.com/nguyentrungkiet/oulad-leakage-free-benchmark (tag v1.0.0).• The archive does NOT include OULAD raw data. Contact for access/support: ketnt@tdmu.edu.vn.

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Zenodo
创建时间:
2025-09-04
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