Journal of Big Data

Table 7 Comparison of the proposed IBAVO-AO algorithm and other algorithms from existing studies for FND (Results are reported directly from the studies.)

From: An adaptive hybrid african vultures-aquila optimizer with Xgb-Tree algorithm for fake news detection

Dataset	IBAVO-AO	WOA-Xgb-Tree [24]	AB [12]	Wang-CNN [78]	Wang-Bi-LSTM [78]	Ridor [79, 80]	IBk [80, 81]
Accuracy	0.9275	0.9186	0.9200	0.8700	0.8600	0.5570	0.5510
Kappa	0.8555	0.8370	N/A	N/A	N/A	N/A	N/A
Precision	0.9843	0.9230	0.9100	0.8400	0.9200	0.5630	0.5510
Recall	0.8771	0.9200	0.9100	0.9000	0.7800	0.5880	0.5510
F1-score	0.9276	0.9210	0.9100	0.8700	0.8400	0.5490	0.5500

Back to article page