Target

精确率

召回率

F1-Score

训练参数

Text-CNN

0

0.845

0.838

0.841

182229

1

0.893

0.819

0.854

Average

0.869

0.829

0.848

GRU

0

0.910

0.894

0.902

192316

1

0.903

0.909

0.906

Average

0.907

0.902

0.904

Transformer

0

0.916

0.903

0.910

227732

1

0.907

0.923

0.915

Average

0.912

0.908

0.913

CNN-Multi-BiLSTM

0

0.919

0.898

0.909

250864

1

0.911

0.929

0.920

Average

0.915

0.914

0.915