Downloads · 30 days
0
tabpfn-oncology-uq
RyeCatcher/tabpfn-oncology-uq
tabpfn-oncology-uq is a machine learning model from RyeCatcher. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
- Best Model: TabPFN (Real Data) - Baseline Accuracy: 0.9825 - Baseline ECE: 0.0308 - Synthetic Augmentation Impact: ECE changed by 15.5%
Access
Public
Updated Dec 5, 2025
Repo size
119 KB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.png215 KB · 99%
At a glance
- Access
- Public
- Created
- Dec 5, 2025
- Updated
- Dec 5, 2025
- SHA
- 66f8fd4b
Model card
From the Hugging Face model README
TabPFN Uncertainty Quantification for Oncology
Results
- Best Model: TabPFN (Real Data)
- Baseline Accuracy: 0.9825
- Baseline ECE: 0.0308
- Synthetic Augmentation Impact: ECE changed by 15.5%
Figures
- Reliability Diagrams: Calibration quality across models.
- Prior Comparison: Effect of synthetic oncology priors.
- Created
- Dec 5, 2025
- Updated
- Dec 5, 2025