Table 4.
Similarity measures | k=3 | k=10 | k=25 | k=50 |
---|---|---|---|---|
LDA | 0.85±0.03 | 0.87±0.02 | 0.87±0.02 | 0.88±0.02 |
BNN | 0.85±0.03 | 0.88±0.02 | 0.88±0.02 | 0.89±0.02 |
Cos | 0.81±0.03 | 0.84±0.03 | 0.86±0.02 | 0.87±0.02 |
ED | 0.79±0.03 | 0.84±0.03 | 0.86±0.02 | 0.87±0.02 |
Manhattan | 0.81±0.03 | 0.84±0.03 | 0.86±0.02 | 0.86±0.02 |
Distance-weighted | 0.79±0.03 | 0.83±0.03 | 0.85±0.03 | 0.86±0.02 |
Correlation | 0.82±0.03 | 0.85±0.03 | 0.86±0.02 | 0.86±0.02 |