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

Table 6

Clustering results using different feature extraction methods.

Dataset	Index	Wavelet transform	LSTM
Adiac	Acc	0.6870	0.7097
	F-score	0.6589	0.6686
Beef	Acc	0.7806	0.8110
	F-score	0.8535	0.7874
CBF	Acc	0.8832	0.8724
	F-score	0.8398	0.8289
ChlorineCon	Acc	0.6736	0.6887
	F-score	0.6062	0.6510
CinCECGTorso	Acc	0.6321	0.6854
	F-score	0.5752	0.5938
Coffee	Acc	0.6967	0.6882
	F-score	0.7345	0.7245