Journals
Publish with us
Publishing partnerships
About us
Blog
Wireless Communications and Mobile Computing
Journal overview
For authors
For reviewers
For editors
Table of Contents
Special Issues
Wireless Communications and Mobile Computing
/
2018
/
Article
/
Tab 7
/
Research Article
AndroClass: An Effective Method to Classify Android Applications by Applying Deep Neural Networks to Comprehensive Features
Table 7
Improvement in classification effectiveness (%) by AndroClass when equipped with DNN.
ā
Google
APKPure
Manual
ā
KNN
NB
SVM
KNN
NB
SVM
KNN
NB
SVM
accuracy
77
26
18
88
27
23
50
18
9
precision
70
45
25
47
16
25
39
17
10
recall
114
50
26
90
45
28
51
13
12
F-score
93
48
26
69
32
27
45
15
11