First Y-Short Tandem Repeat Categorical Dataset for Clustering Applications

Table 1

Clustering accuracy scores of each dataset item.

Algorithm	Dataset item
	1	2	3	4	5	6
𝑘-Modes	0.70	0.79	0.84	0.84	0.74	0.62
𝑘-Modes-RVF	0.79	0.83	0.87	0.78	0.87	0.72
𝑘-Modes-UAVM	0.65	0.75	0.83	0.87	0.56	0.54
𝑘-Modes-Hybrid 1	0.67	0.81	0.85	0.77	0.80	0.64
𝑘-Modes-Hybrid 2	0.56	0.82	0.83	0.79	0.81	0.70
Fuzzy 𝑘-Modes	0.56	0.74	0.74	0.97	0.76	0.66
𝑘-Population	0.80	0.90	0.97	1.00	0.97	0.84
New Fuzzy 𝑘-Modes	0.71	0.84	0.77	1.00	0.77	0.69
𝑘-AMH	0.83	0.93	0.96	1.00	1.00	0.87