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We can also notice (see Figure 9) that the performance measure (Sen is only 0.935 when the segmentation number N s is equal to 1. The segmentation sensitivity is rather high, up to 0.9879, when six segmentations (N s = 6) are used.
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Independent changes of genome segmentation numbers are also observed in the mononegavirales-like viruses and, more frequently, in the chuviruses.
The expanded discussion can be found in the sixth paragraph of the Discussion section: "Independent changes of genome segmentation numbers are also observed in the mononegavirales-like viruses and, more frequently, in the chuviruses.
It illustrates that more segments and more complete restructuring of segments may not be effected, so the modes of segmentation and segment numbers need to be optimized.
However, due to this fine-grained segmentation, the number of segments grows significantly.
Expand sample size permits a greater segmentation, more number of homogeneous strata, improving the accuracy.
In most applications such as unsupervised pattern recognition and image segmentation, the number of patterns may be very large.
where Sens, Npcc, N × M are, respectively, the segmentation sensitivity, number of correctly classified pixels, and dimension of the image.
Based on the distribution of segmentation copy number data, we choose 6 states, xX{0.1, 1.5, 2, 3, 4, 5}.
After manual compensation of the automatic segmentation, the number of pixels was counted in the entirety of the selected areas.
Using the same manual segmentation, cell number was quantitated using the nuclear channel and the program EVE (T. Shimada, University of Tokyo), after applying an interpolation step to decrease the anisotropy of the data.
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