A Novel Long- and Short-Term Memory Network with Time Series Data Analysis Capabilities

Table 2

Dataset introduction.

Dataset	Number of categories	Training set	Test set	Time series length
Adiac	37	390	391	176
Beef	5	30	30	470
CBF	3	30	900	128
ChlorineCon	3	467	3840	166
CinCECGTorso	4	40	1380	1639
Coffee	2	28	28	286