High Dimensional Data Processing Based on Optimized DPC Algorithm

Table 3

Comparison of the suggested t-dpc and the classical DPC methods using the NMI evaluation indicators.

Dataset	Aggregation	D31	R15	PID	Wine	Iris	Waveform	Seed
DPC	0.995	0.934	0.993	0.427	0.437	0.723	0.391	0.333
T-DPC	0.998	0.938	0.997	0.380	0.399	0.799	0.358	0.316