TABLE 2.

Prediction performance in ten-fold cross-validation for each trait in wheat, maize and brassica napus datasets.

	SABO-SVR		SABO-LSTSVR		SABO-ILSTSVR
Trait	PCC	MSE	PCC	MSE	PCC	MSE
env1	0.58	0.66	0.58	0.67	0.59	0.65
env2	0.5	0.76	0.49	0.75	0.51	0.73
env3	0.43	0.82	0.42	0.82	0.45	0.81
env4	0.52	0.71	0.5	0.76	0.52	0.73
yield	0.37	0.73	0.38	0.73	0.4	0.72
flower0	0.64	0.045	0.61	0.047	0.7	0.038
flower4	0.68	0.045	0.66	0.04	0.71	0.042
flower8	0.36	0.017	0.38	0.02	0.46	0.016