Design and Implementation of an Anomaly Network Traffic Detection Model Integrating Temporal and Spatial Features

Table 9

Comparison of overall accuracy of test experiment.

Package number	20	40	60	80	100	120	140	160	180
1	0.93	0.9927	0.9933	0.9946	0.9947	0.9949	0.995	0.995	0.995
2	0.9496	0.9939	0.9952	0.995	0.9953	0.728	0.9945	0.9963	0.9962
3	0.9531	0.6257	0.9954	0.9953	0.9955	0.9953	0.9961	0.996	0.9961
4	0.9596	0.9963	0.9963	0.9966	0.9964	0.9967	0.9963	0.9962	0.9956
5	0.9605	0.9963	0.9954	0.9957	0.9958	0.996	0.9956	0.996	0.9961
6	0.9611	0.9968	0.9968	0.9967	0.9963	0.9966	0.9952	0.9954	0.9949