Research Article

A New Nearest Neighbor Classification Algorithm Based on Local Probability Centers

Table 3

The performance comparisons on the synthetic datasets with different dimensions.

ā€‰ NNCAPLPCILPC
DatasetAcc. Acc. Acc. Acc.

10D71.293.06568.951.87773.862.34978.410.597
20D78.633.10478.852.73076.254.02388.730.706
30D85.183.55484.032.79378.714.49094.130.510

The bold font means the result of the proposed method.