Research Article

CNNdel: Calling Structural Variations on Low Coverage Data Based on Convolutional Neural Networks

Table 7

Accuracy, sensitivity, and -score of initial tools and CNNdel.

ToolsAccuracySensitivity-score

SVM (: 1 : 3)0.82360.42020.5565
SVM (: 32 : 0.1)0.69010.70540.6977
SVM (: 32 : 0.01)0.61520.77890.6874
CNNdel0.68940.70690.698

” stands for penalty factor. “” stands for in RBF.