Fault Detection and Diagnosis in Process Data Using Support Vector Machines

Table 2

TE process: fault detection rate for training and testing data by SVM-RFE.

The number of variables	Training data	Testing data
5	94.3	94.8
10	94.9	94.5
15	94.6	93.6
20	94.9	93.4
25	95.3	93.4
30	97.3	95.5
35	97.5	95.2
40	97.6	94.8
52	97.6	94.7