Research Article

CFSBFDroid: Android Malware Detection Using CFS + Best First Search-Based Feature Selection

Table 8

Obtained confusion matrix of SGD.

ClassPredicted
01

0149551500
12714731500
152214783000

Learning parameters for SGD : Batch _size = 100, Number_of_decimal_places = 2, Loss_Function = SVM, λ = 1.0E-4 ε = 0.001, epochs = 500, Seed = 1, and Learning rate = 0.01.