Events per free parameter
|
Data set
|
Undertriage logistic regression
|
Overtriage logistic regression
|
Undertriage XGBoost
|
Overtriage XGBoost
|
---|
10
|
SweTrau
|
0.321 [0.259, 0.389]
|
0.321 [0.299, 0.344]
|
0.324 [0.258, 0.683]
|
0.319 [0.057, 0.344]
|
10
|
NTDB
|
0.429 [0.338, 0.79]
|
0.453 [0.052, 0.501]
|
0.701 [0.35, 0.808]
|
0.08 [0.039, 0.494]
|
25
|
SweTrau
|
0.314 [0.257, 0.379]
|
0.322 [0.3, 0.346]
|
0.316 [0.258, 0.61]
|
0.321 [0.09, 0.345]
|
25
|
NTDB
|
0.405 [0.332, 0.771]
|
0.46 [0.06, 0.499]
|
0.436 [0.345, 0.792]
|
0.444 [0.045, 0.498]
|
100
|
SweTrau
|
0.312 [0.254, 0.373]
|
0.323 [0.301, 0.345]
|
0.314 [0.255, 0.4]
|
0.322 [0.291, 0.345]
|
100
|
NTDB
|
0.394 [0.324, 0.735]
|
0.466 [0.072, 0.503]
|
0.409 [0.327, 0.79]
|
0.459 [0.048, 0.497]
|
1000
|
NTDB
|
0.395 [0.327, 0.72]
|
0.468 [0.078, 0.507]
|
0.406 [0.328, 0.777]
|
0.463 [0.05, 0.504]
|
- NTDB, National Trauma Data Bank; SweTrau, Swedish Trauma Registry