421Demonstrating Empirical Procedures
Forexample, the RBF technique gave the best F-measure value for change pre-
diction model on Android Bluetooth data set, and the MLP technique gave the
best F-measure value for change prediction model on Android Contacts data set.
However, the NNge technique, the LR technique, the MLP technique, and the
SVM technique gave the best F-measure values for Android Calendar, Gallery2,
MMS, and Telephony data sets, respectively. Moreover, Figures11.2 through
11.7clearly show that the top-performing techniques on each data set differ if
we take into account their cumulative performance. An analysis of Figures11.2
through 11.7indicate that LR, MLP, and BG are high-performing techniques as
they rank among top ...