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Table 4 The sensitivity 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

0.9047 (0.8773,0.9321)

0.9208 (0.8881,0.9536)

0.8061 (0.7394,0.8728)

0.4208 (0.3814,0.4602)

0.41667 (0.3860,0.4473)

Class 2

0.6505 (0.5384,0.7626)

0.5275 (0.5384,0.7626)

0.3582 (0.2327,0.4838)

NaN

NaN

Class 3

0.8944 (0.4603,0.5948)

0.9418 (0.9150,0.9687)

0.8810 (0.8282,0.9338)

NaN

NaN

Class 4

0.7052 (0.7797,0.9126)

0.8461 (0.7797,0.9126)

0.6908 (0.6119,0.7698)

NaN

NaN

  1. The dimensionality ranges from 10 to 50.