A Survival Status Classification Model for Osteosarcoma Patients Based on E-CNN-SVM and Multisource Data Fusion

Table 8

Model comparison experimental data.

Number	Model	Data type	Accuracy (%)	Recall rate (%)	F1 score (%)	Variance
1	E-CNN-SVM	Multisource	100	100	100	0.0000
2	E-CNN	Multisource	97	97	96	0.0015
3	CNN	Multisource	86	97	81	0.0031
4	SVM	Multisource	76	35	51	0.0081
5	XGBoost	Multisource	76	66	64	0.0065
6	CNN-LSTM	Multisource	59	0	0	0.0000