遇见数据集

FRA-RIG Breast Cancer (sklearn demo): block-weighted risk scoring

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Zenodo2026-01-02 更新2026-05-26 收录
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资源简介:

Research-only model weights (joblib) and calibration report (JSON) for the RIG–FRA breast cancer risk scorer. Data: sklearn.load_breast_cancer. 5-fold CV (avg): ACC 0.967 | ROC-AUC 0.989 | PR-AUC 0.990 | F1 0.973.Youden threshold: 0.643. Files: fra_rig_breast.joblib — trained system (prep + weights + calibrated head) fra_rig_report.json — CV metrics summary (optional) example inference output (CSV/JSONL) FRA-RIG-breast-code-v1.0.0.zip — source code (MIT). Mirrors GitHub release v1.0.0.Quick run: pip install -r requirements.txt → python predict_demo.pyRepo: https://github.com/AdmailFRA/FRA-RIG-breast License: CC BY 4.0 for model weights and report; MIT for code archive.Disclaimer: research only, not for clinical or diagnostic use.

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Zenodo
创建时间:
2025-10-31
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