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

Table 3

Results of faults detection with one against one classifier.

Fault	Acc (%)	FDR (%)
IDV1	98.44	99.5
IDV2	98.12	98.12
IDV4	99.9	99.88
IDV5	91.98	90.75
IDV6	66.77	60.13
IDV7	99.58	98.91
IDV8	96.35	96
IDV10	77.71	81
IDV11	73.02	80.25
IDV12	97.4	97.75
IDV13	93.33	92.5
IDV14	89.06	91
IDV16	80.73	89.38
IDV17	83.85	81.63
IDV18	90.1	89.5
IDV19	74.48	85.88
IDV20	77.5	80.5