From: Fault Diagnosis Based on BP Neural Network Optimized by Beetle Algorithm
Type | Feature vector | Label | |||||||
---|---|---|---|---|---|---|---|---|---|
None | 0.9200 | 0.0502 | 0.0822 | 0.3798 | 0.0002 | 0.0016 | 0.0501 | 0.0623 | 1 |
0.8565 | 0.0574 | 0.1251 | 0.4863 | 0.0003 | 0.0021 | 0.0682 | 0.0790 | 1 | |
0.8074 | 0.0553 | 0.1337 | 0.5581 | 0.0003 | 0.0024 | 0.0852 | 0.0915 | 1 | |
0.8307 | 0.0727 | 0.1106 | 0.5297 | 0.0003 | 0.0023 | 0.0664 | 0.0849 | 1 | |
0.8940 | 0.0533 | 0.1024 | 0.4221 | 0.0002 | 0.0018 | 0.0666 | 0.0678 | 1 | |
IRF | 0.0558 | 0.0007 | 0.0371 | 0.0079 | 0.5043 | 0.2548 | 0.0210 | 0.1469 | 2 |
0.0503 | 0.0005 | 0.0328 | 0.0064 | 0.5386 | 0.2533 | 0.0255 | 0.1125 | 2 | |
0.0598 | 0.0005 | 0.0179 | 0.0043 | 0.5699 | 0.2225 | 0.0122 | 0.0940 | 2 | |
0.0729 | 0.0009 | 0.0374 | 0.0056 | 0.6289 | 0.1591 | 0.0234 | 0.0852 | 2 | |
0.0598 | 0.0006 | 0.0234 | 0.0043 | 0.6555 | 0.2315 | 0.0162 | 0.1041 | 2 | |
ORF | 0.0042 | 0.0399 | 0.0199 | 0.0164 | 0.5395 | 0.3213 | 0.0075 | 0.0249 | 3 |
0.0035 | 0.0273 | 0.0173 | 0.0091 | 0.4426 | 0.1459 | 0.0048 | 0.0208 | 3 | |
0.0032 | 0.0298 | 0.0213 | 0.0124 | 0.5038 | 0.3959 | 0.0077 | 0.0333 | 3 | |
0.0052 | 0.0434 | 0.0146 | 0.0169 | 0.5439 | 0.3265 | 0.0066 | 0.0270 | 3 | |
0.0038 | 0.0326 | 0.0251 | 0.0146 | 0.5768 | 0.2530 | 0.0047 | 0.0351 | 3 | |
REF | 1.0000 | 0.0002 | 0.0003 | 0.0006 | 0.0002 | 0.0001 | 0.0004 | 0.0002 | 4 |
0.9999 | 0.0004 | 0.0052 | 0.0005 | 0.0023 | 0.0090 | 0.0030 | 0.0045 | 4 | |
0.9989 | 0.0009 | 0.0005 | 0.0001 | 0.0173 | 0.0102 | 0.0004 | 0.0010 | 4 | |
0.9999 | 0.0008 | 0.0018 | 0.0005 | 0.0029 | 0.0021 | 0.0004 | 0.0039 | 4 | |
0.9976 | 0.0020 | 0.0003 | 0.0001 | 0.0265 | 0.0203 | 0.0008 | 0.0052 | 4 |