Table 8.

Comparative results analysis on Weibo

Frameworks	Technique used	Accuracy (%)	Precision (%)	Recall (%)	F1 score (%)
Centralized framework	CNN + rand	86.11	91.67	80.88	85.94
	CNN + static	83.33	90.01	83.33	86.96
	CNN + nostatic	87.50	87.50	100	93.33
Distributed framework	FedAvg + rand	83.33	89.47	85.00	87.18
	FedAvg + static	73.33	81.82	81.82	81.82
	FedAvg + nostatic	86.67	100	81.82	90.00
	CAFed + rand	67.92	86.90	85.25	73.20
	CAFed + static	80.00	80.00	89.75	84.59
	CAFed + nostatic	86.67	90.00	81.82	85.26