A Large-Scale -Nearest Neighbor Classification Algorithm Based on Neighbor Relationship Preservation

Table 7

of different algorithms under .

Dataset	NPR-KNN	MKD-kNN	PCA-kNN
Acoustic	0.755	0.164	0.290
Aloi	0.914	0.378	0.412
Cifa	0.398	0.005	0.043
Combined	0.827	0.119	0.206
MiniBooNE	0.880	0.240	0.172
Mnist	0.980	0.335	0.401
Poker	0.534	0.111	0.075
Seismic	0.718	0.227	0.136
Skin-noskin	0.995	0.907	0.924
Webspam	0.979	0.617	0.440
Mean	0.798	0.310	0.310
Median	0.854	0.234	0.248
Wilcoxon		0.002	0.002