Zombie Follower Recognition Based on Industrial Chain Feature Analysis

Table 13

Detection accuracy of Random forest for each feature category.

Random forest	Basic	Content	Ecosystem	All features
				Accuracy	Precision	Recall	F1
01_7237	98.68	92.61	90.21	99.74	98.59	98.79	98.69
02_7204	99.85	—	97.96	99.84	94.85	97.35	96.08
03_7291	99.26	98.74	88.10	99.75	99.51	98.37	98.94
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	96.95	90.26	99.45	97.64	96.64	97.14
07_7247	99.39	—	91.62	99.53	96.45	98.89	97.65
08_7228	99.07	92.44	90.84	99.90	99.37	99.58	99.47
All data	97.16	92.11	65.86	99.14	99.03	98.57	98.80