Table 2.

Training and prediction times of the deep neural classifiers

Model	Training time (s)	Mean prediction time (s)
LSTM	191.34	3.63e−5
GRU	103.1	3.38e−5
CBLSTM	111.29	3.35e−5
CBLSTMA	242.91	3.36e−5
CNN	78.89	1.69e−5
CNNA	56.99	1.80e−5

Results are averaged across all time-windows. Best results are in bold.