Survival Risk Prediction of Esophageal Squamous Cell Carcinoma Based on BES-LSSVM

Table 7

Comparison of the results of different algorithms.

Algorithm	10-fold cross-validation accuracy (%)	Sensitivity (%)	Specificity (%)	Running time (s)
BES-LSSVM	97.01	98.19	95.09	2.793
GOA-LSSVM	96.28	97.75	93.90	7.263
DE-LSSVM	96.10	97.64	93.62	6.824
PSO-LSSVM	96.27	97.75	93.89	5.772
SSA-LSSVM	96.65	97.97	94.54	3.818
BES-BP	95.26	97.11	92.34	12.749
BES-ELM	95.61	97.33	92.88	7.837