Table 4 Average distortions produced by SANJAY and Random Projections when 10 randomly chosen high-dimensional data points from 30 flow cytometry datasets were projected onto two dimensions

1

540.8

1289.2

2.38

16

733.8

1791.5

2.44

2

653.3

1226.5

1.87

17

623.0

1361.3

2.18

3

537.5

1095.5

2.03

18

822.4

1480.3

1.80

4

765.3

1637.1

2.13

19

757.5

1912.7

2.52

5

806.3

1654.7

2.05

20

773.6

1806.0

2.33

6

634.0

1555.5

2.45

21

684.8

1535.2

2.24

7

1010.7

1608.8

1.59

22

605.7

1440.1

2.37

8

709.4

1111.8

1.56

23

712.8

1355.4

1.90

9

752.5

1439.5

1.91

24

741.1

1944.2

2.62

10

892.9

1376.7

1.54

25

1033.5

1943.4

1.88

11

882.8

1578.5

1.78

26

713.3

1762.9

2.47

12

760.0

1395.6

1.83

27

833.6

1519.0

1.82

13

849.7

1363.1

1.60

28

611.7

1648.0

2.69

14

613.4

2084.7

3.39

29

561.3

1513.4

2.70

15

612.4

1916.6

3.12

30

874.1

1047.5

1.19