Research Article

Lung Cancer Prediction Using Neural Network Ensemble with Histogram of Oriented Gradient Genomic Features

Table 25

Nonensemble SVM result with varying kernel functions using LBP genomic samples.

S/NKernel functionMSEAccuracy (%)

1Linear0.094543.2
2Quadratic 0.088356.8
3Polynomial0.078575.7
4RBF0.089743.2
5MLP0.087118.9