A Novel Fault Diagnosis Strategy for Heterogeneous Wireless Sensor Networks

Table 5

Comparison of experimental results of the classification data sets of four algorithms.

Data set	Blood transfusion		Ecoli		Iris		Wine
	Accuracy	Std. Dev.	Accuracy	Std. Dev.	Accuracy	Std. Dev.	Accuracy	Std. Dev.
PSO-KELM	79.67%	0.008	90.47%	0.022	93.89%	0.015	91.13%	0.020
GWO-KELM	80.36%	0.009	90.57%	0.028	94.11%	0.027	91.85%	0.028
ABC-KELM	80.81%	0.013	90.78%	0.019	94.35%	0.019	92.15%	0.023
IABC-KELM	81.26%	0.014	91.67%	0.027	95.56%	0.016	93.54%	0.025