A Prediction Model for Top-Coal Drawing Capability in Steep Seams Based on PCA–GRNN

Table 7

Comparison of the evaluation results of each model.

Parameters	GRNN	Random forest	PCA–GRNN
Average training accuracy (%)	92	85	98
Average prediction accuracy (%)	80	80	100
Time (s)	6.52	9.71	4.15