|
SPA
|
Lasso
|
ℓ
1-SVM
|
Maldi-Quant
|
---|
Dataset
|
Feat. [e]
|
Sens [f]
|
Spec [g]
|
B. Acc [h]
|
Feat.
|
Sens
|
Spec
|
B. Acc
|
Feat.
|
Sens
|
Spec
|
B. Acc
|
Feat
|
Sens
|
Spec
|
B. Acc
|
---|
P. CA - UHL
|
20.48
|
0.975
|
0.949
|
0.962
|
29.94
|
0.969
|
0.939
|
0.954
|
27.72
|
0.964
|
0.947
|
0.955
|
21
|
0.888
|
0.888
|
0.888
|
P. CA - UHh
|
17.1
|
0.986
|
0.975
|
0.981
|
26.46
|
0.966
|
0.969
|
0.967
|
29.68
|
0.966
|
0.976
|
0.971
|
17
|
0.975
|
0.963
|
0.969
|
-
[e]Feat.: Number of features
-
[f]Sens: Sensitivity (T
P/(T
P+F
N))
-
[g]Spec: Specificity (T
N/(F
P+T
N))
-
[h]B. Acc: Balanced Accuracy (\( \frac {\text {sens.} + \text {spec.}}{2}\))