Table 2.
Models | Label 1 | Label 2 | Label 3 | Label 4 | Label 5 | Label 6 | |
---|---|---|---|---|---|---|---|
Label 1 (1612) |
BPNN | 1015 | 434 | 115 | 31 | 13 | 4 |
SVM | 1231 | 351 | 2 | 10 | 10 | 8 | |
DT | 1035 | 285 | 142 | 84 | 41 | 25 | |
LSTM | 1325 | 251 | 36 | 0 | 0 | 0 | |
Label 2 (934) |
BPNN | 154 | 597 | 90 | 56 | 30 | 7 |
SVM | 204 | 691 | 16 | 5 | 13 | 5 | |
DT | 179 | 526 | 94 | 94 | 25 | 16 | |
LSTM | 56 | 801 | 40 | 19 | 13 | 5 | |
Label 3 (549) |
BPNN | 67 | 96 | 312 | 51 | 19 | 4 |
SVM | 12 | 133 | 384 | 15 | 5 | 0 | |
DT | 32 | 40 | 322 | 82 | 50 | 23 | |
LSTM | 12 | 83 | 423 | 23 | 8 | 0 | |
Label 4 (259) |
BPNN | 3 | 20 | 49 | 170 | 15 | 2 |
SVM | 0 | 5 | 54 | 179 | 21 | 0 | |
DT | 16 | 11 | 31 | 159 | 23 | 19 | |
LSTM | 0 | 4 | 34 | 198 | 23 | 0 | |
Label 5 (234) |
BPNN | 0 | 19 | 21 | 35 | 131 | 28 |
SVM | 0 | 3 | 38 | 53 | 140 | 0 | |
DT | 10 | 19 | 20 | 29 | 132 | 24 | |
LSTM | 0 | 1 | 18 | 23 | 172 | 20 | |
Label 6 (212) |
BPNN | 1 | 7 | 19 | 20 | 33 | 132 |
SVM | 0 | 0 | 0 | 4 | 64 | 144 | |
DT | 19 | 18 | 17 | 16 | 20 | 122 | |
LSTM | 0 | 0 | 0 | 14 | 32 | 166 |