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

Table 9

of different algorithms under .

Dataset	NPR-KNN	MKD-kNN	PCA-kNN
Acoustic	0.754	0.297	0.498
Aloi	0.919	0.517	0.647
Cifa	0.851	0.033	0.108
Combined	0.827	0.223	0.398
MiniBooNE	0.879	0.385	0.300
Mnist	0.981	0.512	0.614
Poker	0.534	0.418	0.305
Seismic	0.717	0.379	0.450
Skin-noskin	0.999	0.960	0.958
Webspam	0.997	0.711	0.670
Mean	0.846	0.444	0.495
Median	0.865	0.402	0.474
Wilcoxon		0.002	0.002