Rapid Detection of Hybrid Maize Parental Lines Using Stacking Ensemble Machine Learning

Table 5

Model metrics assessment without stacking model.

Model		Metrics
		Accuracy	AUC	Precision	Recall
Model 1	Efficient net V1	0.949	0.962	0.948	0.949
Model 2	Inception V3 (SVM)	0.967	0.980	0.970	0.974
Model 3	Inception V3 (RF)	0.915	0.980	0.906	0.908
Model 4	Inception V3 (LR)	0.975	0.996	0.975	0.975
Model 5	Inception V3 (KNN)	0.953	0.992	0.954	0.950
Model 6	SqueezeNet (SVM)	0.972	0.997	0.975	0.974
Model 7	SqueezeNet (RF)	0.910	0.982	0.917	0.918
Model 8	SqueezeNet (LR)	0.969	0.996	0.963	0.962
Model 9	SqueezeNet (KNN)	0.950	0.990	0.945	0.944