Research Article
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.
| ā | AUC | CCR | Sensitivity | Specificity | ā | 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 |
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