From: Outlier classification performance of risk adjustment methods when profiling multiple providers
Measure | P(out) | L R F | L R R | g P S A | g P S W | g P S WT | g P S MWS |
---|---|---|---|---|---|---|---|
Sensitivity | 0.03 | 0.20, 0.70 | 0.00, 0.20 | 0.00, 0.20 | 0.00, 0.20 | 0.00, 0.20 | 0.00, 0.10 |
 | 0.10 | 0.50, 0.90 | 0.00, 0.30 | 0.00, 0.30 | 0.00, 0.20 | 0.00, 0.20 | 0.00, 0.20 |
 | 0.20 | 0.68, 1.00 | 0.00, 0.30 | 0.00, 0.30 | 0.00, 0.20 | 0.00, 0.20 | 0.00, 0.30 |
Specificity | 0.03 | 0.75, 0.95 | 0.97, 1.00 | 0.97, 1.00 | 0.92, 1.00 | 0.92, 1.00 | 0.95, 1.00 |
 | 0.10 | 0.57, 0.80 | 0.98, 1.00 | 0.98, 1.00 | 0.92, 1.00 | 0.95, 1.00 | 0.90, 1.00 |
 | 0.20 | 0.45, 0.72 | 0.97, 1.00 | 0.97, 1.00 | 0.92, 1.00 | 0.95, 1.00 | 0.90, 1.00 |
PPV | 0.03 | 0.18, 0.67 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 1.00 |
 | 0.10 | 0.27, 0.53 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 1.00 |
 | 0.20 | 0.26, 0.43 | 0.50, 1.00 | 0.50, 1.00 | 0.00, 1.00 | 0.00, 1.00 | 0.00, 1.00 |
NPV | 0.03 | 0.80, 0.92 | 0.80, 0.83 | 0.80, 0.83 | 0.79, 0.83 | 0.79, 0.83 | 0.79, 0.82 |
 | 0.10 | 0.84, 0.97 | 0.80, 0.85 | 0.80, 0.85 | 0.79, 0.83 | 0.79, 0.83 | 0.79, 0.83 |
 | 0.20 | 0.86, 1.00 | 0.80, 0.85 | 0.80, 0.85 | 0.79, 0.83 | 0.79, 0.83 | 0.79, 0.85 |