Suitability Evaluation of Crop Variety via Graph Neural Network

Table 4

Comparison of the original performance of the model and the performance after removing the relative change of yield (RCY) index.

	KNN	LR	SVM	NB	RF	DT	MLP	RBFNN	GAT	GCN
All data	0.647	0.676	0.671	0.567	0.658	0.553	0.684	0.681	0.731	0.748
No RCY	0.588	0.571	0.580	0.552	0.580	0.551	0.615	0.581	0.698	0.709