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 algorithmAccuracy (%)MSE

1Nonensemble MLP-ANN/HOG87.60.0355
2MLP-ANN ensemble/HOG95.90.0159
3Nonensemble MLP-ANN/LBP80.30.0530
4MLP-ANN ensemble/LBP82.40.0479
5Nonensemble SVM/HOG86.50.0706
6SVM ensemble/HOG91.90.0692
7Nonensemble SVM/LBP75.70.0785
8SVM ensemble/LBP75.70.0743