Skip to main content

Table 3 The precision of SDAFS combined with CBMM when compared over a range of subspace dimensions.

From: Context based mixture model for cell phase identification in automated fluorescence microscopy

 

10-d

20-d

30-d

40-d

50-d

Class 1

0.8842 (0.7682,0.8958)

0.8320 (0.7682,0.8958)

0.7718 (0.7142,0.8293)

0.9933 (0.98113,1.000)

1 (1,1)

Class 2

0.785 (0.6918,0.8781)

0.7783 (0.6755,0.8812)

0.4917 (0.2869,0.6964)

0.01667 (0.0000,0.0472)

0 (0,0)

Class 3

0.8544 (0.7980,0.9108)

0.9529 (0.9143,0.9915)

0.7530 (0.6672,0.8388)

0.04 (0.0000,0.1056)

0 (0.0)

Class 4

0.7367 (0.6454,0.8281)

0.8729 (0.8217,0.9240)

0.8731 (0.8108,0.9353)

0.014286 (0,0.0404)

0 (0,0)

  1. The dimensionality ranges from 10 to 50.