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Table 7 Comparison of different fusion strategies

From: The construction of Bert fusion model of speech recognition and sensing for South China electricity charge service scenario

Model selection

Accuracy

Recall

F1 value

Text CNN

0.8833

0.8826

0.8826

Bi LSTM

0.8646

0.8635

0.8644

SA-BLTCNN

0.9184

0.9164

0.9124

Transformer

0.8791

0.8787

0.8783

Simple voting-MIX

0.9215

0.9231

0.9225

Stacking-MIX

0.9283

0.9275

0.9277

Adaboost-MIX

0.9284

0.9299

0.9292