Table 11 Time series forecasting results on Mile-Per-Gallon prediction.

From: Fuzzy inference-based LSTM for long-term time series prediction

Algorithm

Training RMSE

Test RMSE

SEIT2FNN43

2.7161

2.7895

RIT2NFS-WB44

2.3685

2.7807

MclT2FIS-UM45

2.6524

2.6486

MclT2TIS-US45

2.7358

2.6770

eIT2FNN-LSTM46

2.4731

2.5423

FLSTM

1.8263

2.4186

Back to article page