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. 2018 Dec 24;19(1):59. doi: 10.3390/s19010059

Table 11.

The best 18 results of our long short-term memory (LSTM) parameter grid search. We conducted a total of 108 experiments, varying the network topology and training parameters.

B 2 5 10 10 5 2 10 5 5 10 10 5 2 5 2 5 5 2
M 1 1 4 3 2 1 3 2 4 1 2 1 4 4 2 4 2 1
C 512 256 128 512 128 256 256 512 128 128 128 512 128 512 512 256 128 128
I 104 104 5 × 103 5 × 103 5 × 103 104 5 × 103 104 104 5 × 103 104 104 104 5 × 103 104 104 104 104
ξ 100 96.7 100 98.3 100 95 96.7 96.7 100 97.5 99.2 100 100 99.2 100 100 95.8 96.7