Analyzing Surgical Treatment of Intestinal Obstruction in Children with Artificial Intelligence

Table 6

Accuracy and AUC of each model in the first layer.

Decision category	DNN	RF	SVM
Conservative patient	0.67	0.61	0.52
Patients undergoing surgery	0.87	0.92	0.79
Comprehensive accuracy	0.80	0.82	0.64
AUC	0.89	0.93	0.84