TR-IDS: Anomaly-Based Intrusion Detection through Text-Convolutional Neural Network and Random Forest

Table 5

Comparison with other algorithms (%).

Type	ACC	DR	FAR
SVM	86.16	81.48	1.95
NN	90.99	91.17	9.45
CNN	95.75	96.61	6.41
RF-1	97.21	96.81	1.74
RF-2	98.59	98.24	2.67
TR-IDS	99.13	99.26	1.18