Fault Diagnosis of Batch Reactor Using Machine Learning Methods

Table 5

Confusion matrix for different classifier.

Bayes	ANN	RBF	Class
a b c d e f	a b c d e f	a b c d e f
3 0 0 0 0 0	3 0 0 0 0 0	3 0 0 0 0 0	a = FAULT1
2 0 0 0 3 0	0 5 0 0 0 0	0 50 0 0 0	b = FAULT2
0 0 4 0 0 0	0 0 4 0 0 0	0 0 4 0 0 0	c = FAULT3
0 0 0 3 1 0	0 0 0 4 0 0	0 0 0 4 0 0	d = FAULT4
0 0 0 0 5 0	0 0 0 0 5 0	0 0 0 0 5 0	e = FAULT5
0 0 0 0 0 2	0 0 0 0 0 2	0 0 0 0 0 2	f = FAULT6