A New Hybrid Method Logistic Regression and Feedforward Neural Network for Lung Cancer Data

Table 4

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

	AUC		CCR		Sensitivity		Specificity
	Training data	Test data	Training data	Test data	Training data	Test data	Training data	Test data
LR model	0,8468	0,8923	0,8125	0,7778	0,5208	0,6000	0,9375	0,8462
ANN model	0,8631	0,9185	0,8375	0,8889	0,5417	0,6000	0,9643	1,0000
Proposed hybrid LR-ANN	0.9050	0.9231	0.8812	0.9444	0.6875	0,8000	0.9645	1,0000