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. 2018 Dec 14;18(12):4436. doi: 10.3390/s18124436

Table 2.

Classification results of different models.

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