基于深度信念网络和三支决策的入侵检测算法
杜祥通, 李永忠
An intrusion detection algorithm based on Deep Belief Network and Three⁃Way Decisions
Xiangtong Du, Yongzhong Li
表4
不同分类模型的实验结果对比
Table 4
Experimental results of different classification models
ACC
DR
FPR
PR
F
1
DBN?TWD
0.956
0.935
0.050
0.954
0.946
DBN?RF
0.927
0.858
0.042
0.091
0.086
DBN?KNN
0.925
0.910
0.045
0.967
0.934
DBN?SVM
0.846
0.767
0.051
0.953
0.859
DBN?BYS
0.806
0.720
0.061
0.943
0.822