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Os08g0233300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical protein.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = < th, dose dependency = dose dependent, type of G = no)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45.12 | 0.316 | 10.4 | -0.0451 | 0.8 | -1.08 | -0.0353 | -0.346 | -0.0914 | 21.4 | 26.07 | 181 | -- | -- |
45.26 | 0.313 | 10.4 | -0.0877 | 0.794 | -1.06 | -0.0907 | -- | -0.102 | 21.5 | 26.59 | 181 | -- | -- |
45.12 | 0.313 | 10.4 | -0.0453 | 0.799 | -1.08 | -- | -0.345 | -0.0926 | 21.4 | 26.15 | 181 | -- | -- |
45.26 | 0.313 | 10.4 | -0.102 | 0.792 | -1.06 | -- | -- | -0.108 | 21.5 | 26.65 | 180 | -- | -- |
67.41 | 0.382 | 10.3 | -0.195 | -- | -1.38 | -- | -0.0203 | -0.156 | -- | 29.5 | 629 | -- | -- |
61.45 | 0.368 | 10.3 | 0.164 | 0.831 | -- | -0.166 | -- | 0.126 | 20.3 | -- | -- | -- | -- |
61.54 | 0.367 | 10.3 | 0.169 | 0.831 | -- | -- | -- | 0.126 | 20.3 | -- | -- | -- | -- |
67.4 | 0.382 | 10.3 | -0.204 | -- | -1.38 | -- | -- | -0.16 | -- | 29.49 | 629 | -- | -- |
45.51 | 0.314 | 10.4 | -- | 0.793 | -1.02 | -- | -- | -0.0883 | 21.5 | 26.62 | 180 | -- | -- |
99.9 | 0.467 | 10.3 | 0.164 | -- | -- | -- | -- | 0.117 | -- | -- | -- | -- | -- |
62.29 | 0.369 | 10.3 | -- | 0.831 | -- | -- | -- | 0.107 | 20.3 | -- | -- | -- | -- |
68.39 | 0.385 | 10.3 | -- | -- | -1.31 | -- | -- | -0.126 | -- | 29.5 | 626 | -- | -- |
100.61 | 0.468 | 10.3 | -- | -- | -- | -- | -- | 0.0987 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 43.28 | temperature | 20 | 270 | > th | dose dependent | rect. | 20 | 14 |
5 | 43.64 | temperature | 20 | 270 | > th | dose dependent | sin | 9 | NA |
7 | 43.97 | temperature | 30 | 90 | < th | dose dependent | sin | 7 | NA |
8 | 44.03 | temperature | 15 | 90 | > th | dose dependent | sin | 7 | NA |
27 | 44.91 | temperature | 25 | 270 | < th | dose dependent | rect. | 8 | 22 |
43 | 45.30 | temperature | 30 | 90 | < th | dose dependent | rect. | 11 | 22 |
55 | 45.41 | temperature | 25 | 90 | < th | dose dependent | rect. | 23 | 23 |
106 | 46.08 | temperature | 25 | 270 | < th | dose dependent | no | NA | NA |
111 | 46.15 | temperature | 30 | 10 | < th | dose dependent | rect. | 10 | 23 |
120 | 46.23 | temperature | 25 | 270 | < th | dose dependent | rect. | 17 | 23 |
124 | 46.24 | temperature | 25 | 270 | < th | dose dependent | rect. | 15 | 23 |
125 | 46.25 | temperature | 30 | 10 | < th | dose dependent | rect. | 1 | 23 |
132 | 46.31 | temperature | 30 | 10 | < th | dose dependent | rect. | 19 | 23 |
195 | 46.67 | temperature | 30 | 10 | < th | dose dependent | rect. | 3 | 23 |
205 | 46.75 | temperature | 30 | 10 | < th | dose dependent | rect. | 13 | 23 |
216 | 46.83 | temperature | 30 | 10 | < th | dose dependent | no | NA | NA |
220 | 46.84 | temperature | 30 | 10 | < th | dose dependent | rect. | 15 | 23 |
323 | 47.27 | temperature | 25 | 30 | < th | dose dependent | rect. | 5 | 23 |
342 | 47.37 | temperature | 15 | 90 | > th | dose dependent | rect. | 6 | 23 |
352 | 47.45 | temperature | 25 | 1440 | < th | dose independent | rect. | 16 | 3 |
356 | 47.46 | temperature | 25 | 1440 | > th | dose independent | rect. | 10 | 2 |
374 | 47.54 | temperature | 25 | 1440 | < th | dose independent | rect. | 10 | 2 |
377 | 47.56 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 13 |
398 | 47.62 | temperature | 25 | 1440 | > th | dose independent | rect. | 8 | 17 |
401 | 47.63 | temperature | 25 | 1440 | < th | dose independent | rect. | 8 | 17 |
404 | 47.65 | temperature | 25 | 1440 | < th | dose independent | rect. | 8 | 13 |
408 | 47.66 | temperature | 25 | 1440 | > th | dose independent | rect. | 16 | 3 |
422 | 47.69 | temperature | 25 | 1440 | < th | dose dependent | rect. | 18 | 1 |
432 | 47.72 | temperature | 25 | 1440 | < th | dose independent | rect. | 10 | 11 |
438 | 47.73 | temperature | 25 | 1440 | > th | dose independent | rect. | 8 | 12 |
460 | 47.77 | temperature | 25 | 1440 | > th | dose independent | rect. | 10 | 11 |
475 | 47.81 | temperature | 25 | 1440 | < th | dose dependent | rect. | 17 | 4 |
477 | 47.82 | temperature | 25 | 1440 | < th | dose independent | sin | 19 | NA |
500 | 47.86 | temperature | 25 | 1440 | > th | dose independent | sin | 20 | NA |
543 | 47.94 | temperature | 25 | 720 | < th | dose dependent | rect. | 5 | 18 |
626 | 48.14 | temperature | 15 | 10 | > th | dose dependent | no | NA | NA |
670 | 48.21 | temperature | 25 | 270 | < th | dose dependent | rect. | 21 | 14 |
769 | 48.36 | temperature | 25 | 1440 | > th | dose independent | rect. | 8 | 5 |
827 | 48.44 | temperature | 25 | 1440 | < th | dose independent | rect. | 8 | 5 |
840 | 48.45 | temperature | 25 | 1440 | < th | dose independent | rect. | 14 | 11 |
935 | 48.57 | temperature | 15 | 90 | > th | dose dependent | rect. | 8 | 20 |
969 | 48.61 | temperature | 25 | 1440 | < th | dose independent | rect. | 24 | 22 |