Transformer Fault Diagnosis Based on BP-Adaboost and PNN Series Connection

Table 4

Number of samples per diagnostic error.

Number of diagnostic error samples											Average error rate	Average running time
BP-Adaboost	4	4	2	6	4	2	5	2	4	4	18.5%	10.495s
BP	7	7	9	8	9	6	8	7	9	9	39.5%	0.6159s
PNN	5	5	8	5	9	5	7	1	6	5	28%	0.1877s
GA-BP	2	0	3	4	4	1	3	3	3	2	12.5%	723.52s
BP-Adaboost_PNN	1	3	1	4	4	0	2	2	2	2	10.5%	11.253s