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

Table 4

Clustering results of different clustering algorithms.

Dataset	Index	K-means	FCM	SSC	UK-means
Adiac	Acc	0.6717	0.6803	0.6987	0.7097
	F-score	0.6385	0.6417	0.6542	0.6686
Beef	Acc	0.5895	0.5998	0.6231	0.8110
	F-score	0.6589	0.6676	0.6889	0.7874
CBF	Acc	0.6367	0.6432	0.8129	0.8724
	F-score	0.5764	0.5810	0.7675	0.8289
ChlorineCon	Acc	0.5577	0.5618	0.5820	0.6887
	F-score	0.6349	0.6446	0.6527	0.6510
CinCECGTorso	Acc	0.6726	0.6823	0.6956	0.6854
	F-score	0.5527	0.5598	0.5721	0.5938
Coffee	Acc	0.6832	0.6788	0.6890	0.6882
	F-score	0.7276	0.7142	0.7289	0.7245