Table 4: Results of LR, ANN, and LR-ANN hybrid method for lung cancer data.

AUCCCRSensitivitySpecificity
Training dataTest dataTraining dataTest dataTraining dataTest dataTraining dataTest data

LR model0,84680,89230,81250,77780,52080,60000,93750,8462
ANN model0,86310,91850,83750,88890,54170,60000,96431,0000
Proposed hybrid LR-ANN0.90500.92310.88120.94440.68750,80000.96451,0000