Density Peaks Clustering Based on Feature Reduction and Quasi-Monte Carlo

Table 1

The unlabeled data sets and labeled data sets.

Data set	Samples	Attributes	Categories	Source
Unlabeled data sets
Flame	240	2	3	[29]
Aggregation	788	2	7	[31]
S2	5000	2	15	[32]
KDD	145 751	74	2000	[33]
Labeled data sets
Iris	150	4	3	[30]
Wine	178	13	3	[30]
Segment	2310	18	7	[30]
Waveform	5000	21	3	[30]
Wpbc	198	33	2	[30]
Breast	277	9	2	[30]
Landsat	2000	36	9	[30]
Pima	768	8	2	[30]
Zoo	101	16	7	[30]