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. 2021 Jun 26;21(13):4391. doi: 10.3390/s21134391

Table 2.

The classification accuracy of different datasets using RNN series network.

Domain Dataset Train Test Length LSTM GRU BiLSTM
Motion GunPoint 50 150 150 97.33 96 97.33
Sensor Lightning7 70 73 319 58.9 72.6 60.27
Trace 100 100 275 52 100 71
Image OSULeaf 200 242 427 57.44 59.92 59.92
Simulated SyntheticControl 300 300 60 98 99 98
CBF 30 900 128 98.78 99.11 98
UMD 36 144 150 79.86 98.61 100