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3
不同特征提取模型的实验结果对比
Table 3
Experimental results of different feature extraction models
ACC
DR
PR
F
1
DBN?TWD
0.932
0.938
0.963
0.948
PCA?TWD
0.913
0.865
0.921
0.909
ICA?TWD
0.926
0.905
0.968
0.925
DNN?TWD
0.930
0.912
0.955
0.936