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. 2020 Nov 11;2020:8853314. doi: 10.1155/2020/8853314

Table 1.

Temperature and wildlife count in the three areas covered by the study.

sEMG MSE RMSE MAE
BP-G1 Train 0.0196 0.3385 0.3127
Test 0.0085 0.3421 0.3306

BP-G4 Train 0.0339 0.2218 0.1782
Test 0.0243 0.1979 0.1617

BP-G7 Train 0.0395 0.2468 0.2032
Test 0.0395 0.2327 0.1911

RNN-G1 Train 0.0214 0.1354 0.0928
Test 0.0069 0.086 0.0579

RNN-G4 Train 0.033 0.1812 0.1487
Test 0.0261 0.1612 0.1289

RNN-G7 Train 0.04 0.1169 0.1024
Test 0.0376 0.1107 0.0984

LSTM-G1 Train 0.0214 0.1133 0.0768
Test 0.0069 0.0696 0.0491

LSTM-G4 Train 0.033 0.1842 0.152
Test 0.0261 0.166 0.1331

LSTM-G7 Train 0.04 0.0763 0.06
Test 0.0376 0.0717 0.0569

SVR-G1 Train 0.0214 0.0576 0.0439
Test 0.0069 0.04 0.0305

SVR-G4 Train 0.033 0.1643 0.1298
Test 0.0261 0.1488 0.1162

SVR-G7 Train 0.04 0.0482 0.0373
Test 0.0376 0.046 0.0361