Table 5.

Comparison with different activation functions of ELM

AF	Accuracy	Sensitivity	Specificity	Recall	Precision	F1 score
Radial basis	89.14	97.04	85.19	76.61	97.04	85.62
Hard limit	91.98	96.30	89.81	82.54	96.30	88.89
Hyperbolic tan	92.84	96.67	90.93	84.19	96.67	90.00
Triangular-basis	87.78	95.19	84.07	74.93	95.19	83.85
Sine	32.35	35.56	30.74	20.43	35.50	25.95
Proposed algorithm	94.07	98.15	91.48	85.21	98.15	91.22