|
Dataset
|
All [CI]
|
AUC-FS [CI]
|
EFS [CI]
|
AUC-FS vs. EFS*
|
all vs. EFS**
|
|---|
|
MI-Mortality
|
0.758 [0.700, 0.800]
|
0.757 [0.704, 0.811]
|
0.776 [0.725, 0.826]
|
0.228
|
0.201
|
|
Fibrosis
|
0.493 [0.300, 0.600]
|
0.681 [0.537, 0.824]
|
0.746 [0.617, 0.874]
|
0.273
|
0.018
|
|
FLIP
|
0.759 [0.600, 0.900]
|
0.723 [0.582, 0.863]
|
0.761 [0.633, 0.890]
|
0.254
|
0.971
|
|
SPECTF
|
0.807 [0.700, 0.900]
|
0.856 [0.811, 0.901]
|
0.865 [0.821, 0.910]
|
0.444
|
4.68e-4
|
|
Sonar
|
0.792 [0.700, 0.900]
|
0.840 [0.787, 0.894]
|
0.862 [0.813, 0.911]
|
0.200
|
0.009
|
|
WBC
|
0.611 [0.600, 0.700]
|
0.987 [0.977, 0.998]
|
0.991 [0.981, 1.000]
|
0.020
|
1.21e-41
|
- Column 1 to 3 are AUCs values of all features, selected by AUC-FS and by the EFS with confidential intervalls in brackets. The last two columns show the p-values of the comparison by the method of [28]. The function compares the AUC of the ROC curves of (*) the AUC-FS and EFS method and (**) of all parameters and EFS outcome. Statistical significant p-values are printed in bold
