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Table 2 Average distortions produced by the MDS approach and SANJAY when 10 randomly chosen high-dimensional data points from 30 flow cytometry datasets were projected onto two dimensions

From: A theorem proving approach for automatically synthesizing visualizations of flow cytometry data

Dataset Average distortion Average distortion Dataset Average distortion Average distortion
ID for MDS for SANJAY ID for MDS for SANJAY
1 1042.4 540.8 16 1034.4 733.8
2 1024.4 653.3 17 919.5 623.0
3 649.2 537.5 18 1056.8 822.4
4 897.4 765.3 19 1117.4 757.5
5 1089.6 806.3 20 989.5 773.6
6 1069.4 634.0 21 1057.5 684.8
7 1374.4 1010.7 22 1412.6 605.7
8 949.8 709.4 23 915.0 712.8
9 765.9 752.5 24 824.3 741.1
10 1011.7 892.9 25 1178.1 1033.5
11 1050.4 882.8 26 949.2 713.3
12 1050.3 760.0 27 1114.2 833.6
13 1241.7 849.7 28 935.4 611.7
14 985.7 613.4 29 1004.8 561.3
15 1249.6 612.4 30 1178.4 874.1