From: Prediction of complex human diseases from pathway-focused candidate markers by joint estimation of marker effects: case of chronic fatigue syndrome
Model
Accuracy
Sensitivity
Specificity
Bayes with dependence
79.2
74.4
82.8
Bayes with independence
77.2
65.1
86.2
LASSO
59.4
20.9
87.9
Ridge regression
60.4
18.6
91.4