Metal Roof Fault Diagnosis Method Based on RBF-SVM

Table 6

Fault diagnosis result of RBF-SVM.

Classification	Accuracy P	Recall rate R	F1-score	Data number
Longitudinal deformation	1.0	1.0	1	24
Laser ranging sensor fault	1.0	1.0	1	16
Strain gage sensor fault	0.98	0.88	0.93	16
Normal data	1.0	1.0	0.93	99
Bolt looseness	1.0	1.0	1.0	23
Average/sum	0.99	0.99	0.99	178