Zombie Follower Recognition Based on Industrial Chain Feature Analysis

Table 12

Detection accuracy of SVM for each feature category.

SVM	Basic	Content	Ecosystem	All features
				Accuracy	Precision	Recall	F1
01_7237	98.38	92.32	90.21	99.55	97.01	98.48	97.74
02_7204	99.82	—	97.96	99.83	96.76	94.71	95.72
03_7291	99.25	98.08	88.10	99.06	98.71	93.32	95.94
04_7262	99.86	—	—	99.86	78.95	85.71	82.19
05_7221	99.93	—	—	99.93	73.68	93.33	82.35
06_7243	98.19	92.64	90.26	98.28	94.30	87.59	90.82
07_7247	99.38	—	91.62	99.43	95.33	98.99	97.12
08_7228	98.89	92.11	90.84	99.73	98.52	98.63	98.57
All data	96.83	88.46	65.86	98.11	98.12	96.62	97.36