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Table 6 Comparison and optimization experiment on network selection in PSTNN

From: Spatial and temporal learning representation for end-to-end recording device identification

End-to-end SFENN TFENN Epoch
  DNN CNN ResNet LSTM Bi-LSTM 100ep 200ep
Experiment 1      96.5% 96.6%
Experiment 2       94.5% 94.6%
Experiment 3       94.6% 94.5%
Experiment 4       68.8% 69.4%
Experiment 5      70.9% 70.7%
Experiment 6      97.3% 97.3%
Experiment 7       96.2% 96.1%
Experiment 8      96.2% 96.2%
Experiment 9     97.2% 97.5%
Experiment 10      96.1% 96.3%
Experiment 11      96.0% 96.2%