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Os05g0521400 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43.71 | 0.311 | 9.68 | -0.256 | 0.691 | -0.73 | -0.709 | 1.49 | -0.0762 | 5 | 24.8 | 4623 | -- | -- |
43.57 | 0.307 | 9.65 | -0.0909 | 0.684 | -0.729 | -0.59 | -- | -0.0909 | 4.93 | 21.59 | 7078 | -- | -- |
44.98 | 0.312 | 9.68 | -0.264 | 0.683 | -0.735 | -- | 1.53 | -0.0755 | 4.94 | 24.76 | 4586 | -- | -- |
44.75 | 0.312 | 9.65 | -0.107 | 0.678 | -0.748 | -- | -- | -0.0888 | 4.92 | 21.44 | 7038 | -- | -- |
67.81 | 0.384 | 9.7 | -0.325 | -- | -0.809 | -- | 1.81 | -0.11 | -- | 24.59 | 4214 | -- | -- |
56.49 | 0.352 | 9.59 | 0.42 | 0.704 | -- | -0.703 | -- | 0.182 | 4.89 | -- | -- | -- | -- |
57.75 | 0.356 | 9.59 | 0.422 | 0.699 | -- | -- | -- | 0.186 | 4.81 | -- | -- | -- | -- |
69.14 | 0.387 | 9.66 | -0.105 | -- | -0.776 | -- | -- | -0.0949 | -- | 21.5 | 6970 | -- | -- |
44.93 | 0.312 | 9.64 | -- | 0.681 | -0.707 | -- | -- | -0.0644 | 4.94 | 21.6 | 6849 | -- | -- |
83.56 | 0.427 | 9.59 | 0.448 | -- | -- | -- | -- | 0.204 | -- | -- | -- | -- | -- |
62.45 | 0.37 | 9.6 | -- | 0.706 | -- | -- | -- | 0.139 | 4.79 | -- | -- | -- | -- |
69.3 | 0.388 | 9.65 | -- | -- | -0.734 | -- | -- | -0.0602 | -- | 21.6 | 6963 | -- | -- |
88.86 | 0.44 | 9.61 | -- | -- | -- | -- | -- | 0.154 | -- | -- | -- | -- | -- |
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 | 41.46 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 6 | 1 |
3 | 41.85 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 6 | 2 |
5 | 41.94 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 22 | 2 |
9 | 42.08 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
11 | 42.15 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 20 | 13 |
13 | 42.22 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 24 | 5 |
16 | 42.28 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 4 | 9 |
25 | 42.35 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
26 | 42.35 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
27 | 42.35 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 11 | 1 |
28 | 42.36 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 5 | 8 |
29 | 42.36 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 17 | 18 |
68 | 42.53 | temperature | 10.0 | 720 | > th | dose dependent | sin | 9 | NA |
77 | 42.56 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 6 | 5 |
95 | 42.61 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 21 | 15 |
131 | 42.73 | humidity | 90.0 | 43200 | > th | dose independent | sin | 1 | NA |
135 | 42.73 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 20 | 9 |
138 | 42.75 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 6 | 1 |
140 | 42.75 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 6 | 1 |
153 | 42.78 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 18 | 11 |
156 | 42.79 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 6 | 1 |
157 | 42.79 | humidity | 90.0 | 43200 | > th | dose dependent | sin | 0 | NA |
158 | 42.79 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 6 | 1 |
159 | 42.79 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 17 | 13 |
184 | 42.85 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 11 | 1 |
197 | 42.87 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 1 | 7 |
200 | 42.87 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 1 | 7 |
202 | 42.88 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 17 | 5 |
210 | 42.89 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 1 | 7 |
230 | 42.91 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 10 | 21 |
236 | 42.93 | temperature | 20.0 | 720 | > th | dose independent | rect. | 24 | 4 |
245 | 42.95 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 5 | 4 |
246 | 42.95 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 5 | 4 |
249 | 42.95 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 5 | 4 |
250 | 42.95 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 5 | 4 |
271 | 42.98 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 6 | 14 |
273 | 42.98 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 1 | 7 |
279 | 42.98 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 21 | 19 |
283 | 42.99 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 4 | 16 |
310 | 43.01 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 6 | 17 |
314 | 43.01 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 21 | 22 |
343 | 43.04 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 9 | 4 |
426 | 43.10 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 14 | 13 |
438 | 43.11 | temperature | 30.0 | 720 | < th | dose dependent | sin | 9 | NA |
446 | 43.12 | humidity | 90.0 | 43200 | < th | dose independent | sin | 0 | NA |
455 | 43.12 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 14 | NA |
491 | 43.15 | humidity | 80.0 | 14400 | > th | dose dependent | sin | 12 | NA |
546 | 43.18 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 24 | 10 |
552 | 43.18 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 18 | 22 |
575 | 43.20 | wind | 7.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
592 | 43.21 | wind | 9.0 | 43200 | < th | dose independent | rect. | 10 | 2 |
595 | 43.21 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 9 | 12 |
606 | 43.22 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 16 | 1 |
631 | 43.24 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 13 | 4 |
632 | 43.24 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 13 | 6 |
650 | 43.25 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 21 | 4 |
670 | 43.25 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 4 | 23 |
697 | 43.27 | wind | 9.0 | 43200 | > th | dose independent | rect. | 10 | 3 |
703 | 43.27 | humidity | 90.0 | 14400 | > th | dose dependent | no | NA | NA |
804 | 43.32 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
826 | 43.33 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 22 | 1 |
827 | 43.33 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 22 | 1 |
839 | 43.34 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 15 | 2 |
856 | 43.35 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 13 | 4 |
878 | 43.36 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 22 | 1 |
900 | 43.37 | wind | 7.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
941 | 43.38 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 10 | 2 |
956 | 43.39 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
991 | 43.40 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |