Research Article
Lung Cancer Prediction Using Neural Network Ensemble with Histogram of Oriented Gradient Genomic Features
Table 31
Summary of experimental results.
| S/Nā | Classifier/features extraction algorithm | Accuracy (%) | MSE |
| 1 | Nonensemble MLP-ANN/HOG | 87.6 | 0.0355 | 2 | MLP-ANN ensemble/HOG | 95.9 | 0.0159 | 3 | Nonensemble MLP-ANN/LBP | 80.3 | 0.0530 | 4 | MLP-ANN ensemble/LBP | 82.4 | 0.0479 | 5 | Nonensemble SVM/HOG | 86.5 | 0.0706 | 6 | SVM ensemble/HOG | 91.9 | 0.0692 | 7 | Nonensemble SVM/LBP | 75.7 | 0.0785 | 8 | SVM ensemble/LBP | 75.7 | 0.0743 |
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