Financial Innovation

Table 2 Cluster cardinality, mean value and standard deviation of the centroid or prototypes for the clustering methods

From: Analysis of the cryptocurrency market using different prototype-based clustering techniques

	K-means			Hist-DAWass			TADPole
	Card.	Mean	Std.Dev.	Card.	Mean	Std.Dev.	Card.	Mean	Std.Dev.
Clus. 1	19	− 0.008	1.795	496	− 0.134	0.337	22	− 0.001	0.080
Clus. 2	903	− 0.002	0.130	147	− 0.503	0.378	843	0.026	0.046
Clus. 3	801	− 0.009	0.229	1007	− 0.011	0.108	858	− 0.028	0.047
Clus. 4				57	− 0.044	0.867
Clus. 5				16	− 0.095	3.123

For Hist-DAWass and TADPole we compute the mean and standard deviation of the prototypes

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