误差

模型

j = −5

(−279.0640 dB)

j = −4

(−233.0123 dB)

j = −3

(−186.9606 dB)

j = −2

(−140.9089 dB)

j = −1

(−94.8572 dB)

j = 0

(−48.8055 dB)

Acc

CNN

0.8723

0.8441

0.8825

0.8046

0.9033

0.9480

LSTM

0.8586

0.9106

0.8950

0.8274

0.9335

0.9542

CNN-LSTM

0.8649

0.9480

0.8867

0.8711

0.9075

0.9699

Att-CNN-LSTM

0.8731

0.9469

0.9387

0.9633

0.9705

0.9782

Rec

CNN

0.9048

0.8712

0.9167

0.8323

0.9394

0.9589

LSTM

0.8842

0.9459

0.9297

0.8539

0.9719

0.9524

CNN-LSTM

0.8950

0.9859

0.9210

0.9058

0.9437

0.9913

Att-CNN-LSTM

0.9074

0.9876

0.9762

0.9806

0.9893

0.9992