Prediction of Frost-Heaving Behavior of Saline Soil in Western Jilin Province, China, by Neural Network Methods

Table 3

FR statistical value of proper BPNN and GRNN models.

Statistics parameters	BPNN		GRNN
	Training set	Testing set	Training set	Testing set
RMSE	0.2552	0.2533	0.1404	0.2598
	0.8572	0.8647	0.9596	0.8739
MAPD	13.71%	12.28%	4.27%	12.44%