Metal Roof Fault Diagnosis Method Based on RBF-SVM

Table 5

The training and testing dataset of RBF-SVM.

Strain avg	Strain std	Disp. avg	Disp. std	Diff.	Rolling corr.	Rolling cov.	Labels
17.4860	0.1268	0.7000	0.0000	0.2371	0.81	0.02	0
17.4510	0.1408	0.7000	0.0000	0.2329	0.81	0.02	0
17.6995	0.1513	0.7000	0.0000	0.2624	0.81	0.02	0
17.8022	0.1273	0.7500	0.0504	0.2686	0.81	0.02	0
...	...	...	...	...	...	...
22.1410	0.0452	4.1244	0.3018	0.3829	0.15	0.02	1
22.0745	0.0544	4.1063	0.2647	0.3771	0.04	0.01	1
22.0267	0.0494	4.1418	0.2892	0.3673	−0.09	−0.01	1
21.8738	0.0779	4.0773	0.3007	0.3568	−0.19	−0.03	1
...	...	...	...	...	...	...
22.8608	0.0787	1.8000	0.0000	0.7435	−0.66	−0.11	2
22.8713	0.1005	1.8000	0.0000	0.7447	−0.63	−0.10	2
22.9087	0.1093	1.8000	0.0000	0.7492	−0.59	−0.09	2
...	...	...	...	...	...	...
23.6892	0.1238	1.9000	0.0000	0.8298	0.90	0.01	3
23.5877	0.1108	1.9000	0.0000	0.8177	0.92	0.01	3
23.6752	0.1132	1.9000	0.0000	0.8281	0.93	0.01	3
...	...	...	...	...	...	...
21.1118	0.0458	−0.4192	0.0876	0.2560	0.05	0.00	4
21.1899	0.0339	−0.2800	0.0783	0.2434	0.39	0.01	4
21.2004	0.0303	−0.0523	0.1014	0.1989	0.58	0.03	4
21.2044	0.0314	0.1271	0.0638	0.1629	0.69	0.04	4
17.4860	0.1268	0.7000	0.0000	0.2371	0.81	0.02	0