Convolutional Recurrent Neural Network for Fault Diagnosis of High-Speed Train Bogie

Table 5

Classification report of comparison experiments.

	classification report
method	Precision	Recall	F1-score
CNN_1d	0.95	0.95	0.95
LSTM	0.95	0.95	0.95
RF	0.94	0.93	0.93
GBDT	0.94	0.94	0.94
XGBoost	0.95	0.95	0.95
CRNN	0.98	0.98	0.98