Table 8.

Performance comparison of recent prediction models on ALL_IDB dataset

Work Ref.	Classifier	Performance metrics
		ACC	P	R	F1	S
ALL_IDB 1
Mishra et al. [142]	SVM	0.99	0.99	1.00	0.99	0.99
Shafique et al. [197]	SVM	0.93	–	–	–	–
Rahman and Hasan [170]	SVM+DT+k-NN	0.93	–	0.96	–	–
Mohammed et al. [145]	SVM	0.97	–	–	–	–
ALL_IDB 2
Abdeldaim et al. [2]	k-NN	0.96	–	–	–	–
Mishra et al. [142]	SVM	0.89	–	0.84	–	0.94
Shafique et al. [196]	DNN	0.99	–	–	–	–
Rawat et al. [176]	ANFIS	0.96	–	–	–	–
Mishra et al. [143]	RF	0.99	0.97	1.00	0.98	0.98
Sahlol et al. [181]	SVM	0.98	1.00	0.97	0.985	0.97