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. 2024 Mar 29;10:e1929. doi: 10.7717/peerj-cs.1929

Table 2. The table shows the ratio of returned data points from the synthetic uniformly distributed dataset, relative to the overall number of points n, as the data volumn n, query radius R and the dimension d is varied.

n 1,000 2,154 4,641 10,000 21,544 46,415 100,000
Varying n ( d=3) R=0.05 0.05% 0.05% 0.048% 0.049% 0.05% 0.05% 0.049%
R=0.10 0.37% 0.37% 0.36% 0.38% 0.37% 0.37% 0.37%
R=0.15 1.2% 1.2% 1.2% 1.2% 1.2% 1.2% 1.2%
R=0.20 2.6% 2.6% 2.6% 2.7% 2.7% 2.6% 2.6%
R=0.25 4.8% 4.8% 4.8% 4.9% 4.9% 4.9% 4.7%
d 2 3 4
Varying d ( n= 10,000) R=0.05 0.75% 0.05% 0.0029%
R=0.10 2.9% 0.38% 0.042%
R=0.15 6.1% 1.2% 0.2%
R=0.20 10% 2.7% 0.59%
R=0.25 15% 4.9% 1.3%