Table 10 Time series forecasting results on abalone age prediction.

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

Algorithm

Training RMSE

Test RMSE

SEIT2FNN43

2.338

2.433

RIT2NFS-WB44

2.404

2.134

MclT2FIS-UM45

2.348

1.874

MclT2TIS-US45

2.335

1.838

eIT2FNN-LSTM46

1.190

1.533

FLSTM

0.973

1.384