Survival Prediction Model for Patients with Esophageal Squamous Cell Carcinoma Based on the Parameter-Optimized Deep Belief Network Using the Improved Archimedes Optimization Algorithm

Table 7

Comparison of different algorithms for predicting five-year survival of patients with esophageal squamous cell carcinoma.

Algorithm	10-fold cross-validation accuracy
	Eleven indicators	All indicators
IAOA-DBN	89.66%	88.13%
AOA-DBN	87.46%	86.24%
SSA-DBN	88.14%	86.93%
PSO-DBN	86.78%	85.46%
BES-DBN	87.29%	86.12%
IAOA-SVM	86.27%	85.19%
IAOA-BPNN	86.61%	85.32%