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. Author manuscript; available in PMC: 2011 Jun 1.
Published in final edited form as: Med Image Anal. 2010 Jan 20;14(3):243–254. doi: 10.1016/j.media.2010.01.001

Table 3.

Indexing performance for nearest neighbor queries using weighted Euclidean distances on kd-tree. (k is the number of retrieved nearest neighbors, NT is the average number of node tests, FNT=NTDBSize is NT expressed as a fraction of database size, DA is the average number of disk accesses, FDA=DADBSize is DA expressed as a fraction of database size. )

DB k = 10 k = 20


Size NT FNT DA FDA NT FNT DA FDA

434 257.7 0.59 62.3 0.14 318.4 0.73 89.8 0.21
902 408.5 0.45 78.7 0.09 498.6 0.55 114.1 0.13
1654 600.1 0.36 113.6 0.07 719.2 0.44 160.2 0.10
2812 833.2 0.30 146.0 0.05 996.8 0.36 204.5 0.07