Gaussian Pyramid for Nonlinear Support Vector Machine

Table 9

Test results for Swarm behaviour dataset.

Kernel size	Sensitivity	Specificity	F1-score	Accuracy	Training time (s)	AUC
3 × 3	0.93	0.92	0.90	0.93	39376.87	0.98
5 × 5	0.95	0.97	0.94	0.96	18270.78	0.98
7 × 7	0.75	0.83	0.74	0.78	11076.68	0.87
9 × 9	0.89	0.95	0.88	0.91	7747.42	0.98
11 × 11	0.66	0.85	0.70	0.73	5810.51	0.84
13 × 13	0.79	0.90	0.79	0.83	4724.65	0.94