pyrollmatch Model Comparison

All 8 scoring methods on synthetic data (500 treated, 2000 controls, 5 covariates, α=0.1)

Model	Runtime	Matched	Pairs	Max\|SMD\|	Pass
logistic	0.028s	500	1498	0.0422	✓
probit	0.026s	500	1498	0.0422	✓
gbm	0.111s	492	1446	0.1478	✗
rf	0.152s	457	1341	0.4119	✗
lasso	0.034s	500	1498	0.0544	✓
ridge	0.024s	500	1498	0.0422	✓
elasticnet	0.047s	500	1498	0.0446	✓
mahalanobis	0.024s	500	1495	0.0912	✓

6/8 models pass the |SMD| < 0.1 threshold.