Breast Cancer Risk Prediction on Breast Cancer Surveillance Consortium (BCSC) Risk Estimation Dataset
0.606AUCLogistic Regression (w/ dens.)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Logistic Regression (w/ dens.)Predictors=with breast tissue density2025.04 | 0.606 | 0.0263 | 0.156 | 0.0153 | 0.0007 | |
| Logistic Regression (w/o dens.)Predictors=without breast tissue density2025.04 | 0.601 | 0.0263 | 0.156 | 0.0153 | 0.0007 | |
| XGBoost (2%)Internal decision threshold=2%2025.04 | 0.591 | 0.0415 | 0.193 | 0.0123 | 0.0005 | |
| XGBoostInternal decision threshold=Standard2025.04 | 0.574 | 0.0263 | 0.155 | 0.0153 | 0.0007 |