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Os12g0120500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF567 family 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 independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
100.29 | 0.471 | 4.71 | 0.815 | 1.19 | -1.01 | 0.287 | 0.192 | 0.0599 | 9.29 | 22.91 | 1776 | -- | -- |
99.07 | 0.464 | 4.7 | 0.816 | 1.23 | -1.04 | 0.439 | -- | 0.109 | 9.22 | 22.29 | 1897 | -- | -- |
99.5 | 0.465 | 4.7 | 0.843 | 1.21 | -1.08 | -- | 0.0687 | 0.0847 | 9.3 | 22.4 | 1897 | -- | -- |
99.19 | 0.464 | 4.7 | 0.85 | 1.22 | -1.1 | -- | -- | 0.095 | 9.29 | 22.24 | 1931 | -- | -- |
173.11 | 0.616 | 4.69 | 1.13 | -- | -0.863 | -- | -0.433 | 0.252 | -- | 22.39 | 1583 | -- | -- |
143.24 | 0.561 | 4.61 | 1.27 | 1.17 | -- | 0.34 | -- | 0.476 | 9.26 | -- | -- | -- | -- |
143.66 | 0.561 | 4.61 | 1.29 | 1.17 | -- | -- | -- | 0.476 | 9.26 | -- | -- | -- | -- |
174.27 | 0.618 | 4.7 | 1.01 | -- | -0.862 | -- | -- | 0.221 | -- | 22.39 | 1583 | -- | -- |
111.03 | 0.491 | 4.74 | -- | 1.23 | -1.48 | -- | -- | -0.079 | 9.41 | 21.5 | 3868 | -- | -- |
223.38 | 0.698 | 4.64 | 1.28 | -- | -- | -- | -- | 0.481 | -- | -- | -- | -- | -- |
187.28 | 0.64 | 4.64 | -- | 1.17 | -- | -- | -- | 0.333 | 9.18 | -- | -- | -- | -- |
191.89 | 0.645 | 4.76 | -- | -- | -1.53 | -- | -- | -0.0346 | -- | 20.6 | 5931 | -- | -- |
266.71 | 0.762 | 4.67 | -- | -- | -- | -- | -- | 0.339 | -- | -- | -- | -- | -- |
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 | 99.09 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 2 |
2 | 99.32 | temperature | 20 | 1440 | > th | dose dependent | rect. | 21 | 9 |
21 | 99.92 | temperature | 20 | 4320 | < th | dose independent | rect. | 21 | 2 |
47 | 100.40 | temperature | 20 | 1440 | > th | dose dependent | rect. | 21 | 1 |
62 | 100.69 | temperature | 20 | 1440 | > th | dose dependent | rect. | 5 | 1 |
73 | 100.83 | temperature | 20 | 1440 | > th | dose dependent | sin | 12 | NA |
96 | 101.15 | temperature | 20 | 720 | > th | dose dependent | sin | 9 | NA |
113 | 101.38 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 1 |
119 | 101.51 | temperature | 10 | 720 | > th | dose dependent | rect. | 18 | 14 |
129 | 101.66 | temperature | 25 | 1440 | < th | dose dependent | rect. | 17 | 12 |
133 | 101.70 | temperature | 25 | 1440 | < th | dose dependent | rect. | 20 | 6 |
134 | 101.71 | temperature | 25 | 1440 | < th | dose dependent | rect. | 18 | 9 |
171 | 101.94 | temperature | 25 | 720 | < th | dose dependent | rect. | 11 | 21 |
195 | 102.08 | temperature | 25 | 1440 | < th | dose dependent | sin | 14 | NA |
200 | 102.11 | temperature | 25 | 720 | < th | dose dependent | rect. | 13 | 19 |
398 | 102.72 | temperature | 25 | 1440 | < th | dose dependent | rect. | 1 | 1 |
458 | 102.92 | temperature | 25 | 720 | < th | dose dependent | rect. | 17 | 22 |
485 | 102.97 | temperature | 25 | 720 | < th | dose dependent | rect. | 4 | 23 |
556 | 103.13 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
631 | 103.33 | temperature | 25 | 720 | < th | dose dependent | rect. | 1 | 23 |
639 | 103.35 | temperature | 25 | 720 | < th | dose dependent | rect. | 6 | 23 |
694 | 103.51 | wind | 5 | 43200 | > th | dose independent | rect. | 13 | 1 |
750 | 103.61 | wind | 5 | 43200 | < th | dose independent | rect. | 13 | 1 |
953 | 104.00 | temperature | 20 | 4320 | > th | dose independent | sin | 15 | NA |