BERT-BiGRU Intelligent Classification of Metro On-Board Equipment Faults Based on Key Layer Fusion

Table 3

The recognition effect of the model for each fault category studied.

Type	Precision	Recall	-score
F1	0.9213	0.9400	0.9306
F2	0.9166	0.9218	0.9192
F3	0.9363	0.9277	0.9320
F4	0.9299	0.9397	0.9348
F5	0.9091	0.9267	0.9178
F6	0.9217	0.9137	0.9177
F7	0.9140	0.9294	0.9216
F8	0.9334	0.9457	0.9395
F9	0.9447	0.9361	0.9404
F10	0.9292	0.9079	0.9184