Study on Support Vector Machine-Based Fault Detection in Tennessee Eastman Process

Table 5

Results of faults detection with one against all classifier.

Test description	Test data	Acc (%)	FDR (%)
0 versus 1, 2	IDV1_test data	98.02	99.62
0 versus 1, 2	IDV2_test data	95.83	98.5
0 versus 1, 2	IDV0_test data	83.44
0 versus 1, 2, 4	IDV1_test data	96.46	99.75
0 versus 1, 2, 4	IDV2_test data	95	98.88
0 versus 1, 2, 4	IDV4_test data	96.98	100
0 versus 1, 2, 4	IDV0_test data	79.62