An Improved Power Quality Disturbance Detection Using Deep Learning Approach

Table 11

Confusion matrix of hybrid system.

Actual	Predicted
	C1	C2	C3	C4	C5	C6	C7	C8	C9	C10	Precision	Recall	F1 score
C1	80	0	0	0	0	0	0	0	0	0	100.00	98.77	99.38
C2	0	79	0	0	0	0	0	1	0	0	98.75	100.00	99.37
C3	1	0	79	0	0	0	0	0	0	0	98.75	100.00	99.37
C4	0	0	0	80	0	0	0	0	0	0	100.00	100.00	100.00
C5	0	0	0	0	80	0	0	0	0	0	100.00	100.00	100.00
C6	0	0	0	0	0	80	0	0	0	0	100.00	100.00	100.00
C7	0	0	0	0	0	0	80	0	0	0	100.00	100.00	100.00
C8	0	0	0	0	0	0	0	80	0	0	100.00	97.56	98.77
C9	0	0	0	0	0	0	0	1	79	0	98.75	100.00	99.37
C10	0	0	0	0	0	0	0	0	0	80	100.00	100.00	100.00
Average											99.63	99.63	99.63