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Os02g0793900 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28.19 | 0.249 | 12.6 | -0.222 | 0.244 | -0.1 | 0.152 | 1.17 | 0.0104 | 5.2 | 60 | 9 | -- | -- |
30.61 | 0.26 | 12.6 | -0.171 | 0.263 | -0.18 | 0.974 | -- | 0.021 | 3.57 | 50.53 | 15 | -- | -- |
28.21 | 0.249 | 12.6 | -0.223 | 0.238 | -0.0876 | -- | 1.22 | 0.00999 | 5.38 | 60 | 9 | -- | -- |
32.78 | 0.268 | 12.6 | -0.187 | 0.241 | -0.066 | -- | -- | 0.0176 | 5.49 | 50.53 | 15 | -- | -- |
30.33 | 0.258 | 12.6 | -0.218 | -- | 0.0419 | -- | 1.24 | 0.0207 | -- | 59.7 | 18 | -- | -- |
31.16 | 0.262 | 12.6 | -0.169 | 0.146 | -- | 0.942 | -- | 0.0256 | 3.29 | -- | -- | -- | -- |
32.85 | 0.268 | 12.6 | -0.187 | 0.216 | -- | -- | -- | 0.0192 | 6 | -- | -- | -- | -- |
33.93 | 0.271 | 12.6 | -0.162 | -- | 0.201 | -- | -- | 0.045 | -- | 62.2 | 480 | -- | -- |
33.71 | 0.272 | 12.6 | -- | 0.238 | -0.0661 | -- | -- | 0.0384 | 5.53 | 50.53 | 15 | -- | -- |
35.27 | 0.278 | 12.6 | -0.181 | -- | -- | -- | -- | 0.0241 | -- | -- | -- | -- | -- |
33.77 | 0.272 | 12.6 | -- | 0.213 | -- | -- | -- | 0.04 | 6.05 | -- | -- | -- | -- |
34.76 | 0.275 | 12.6 | -- | -- | 0.198 | -- | -- | 0.0571 | -- | 65.37 | 480 | -- | -- |
36.13 | 0.281 | 12.6 | -- | -- | -- | -- | -- | 0.0441 | -- | -- | -- | -- | -- |
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 | 25.52 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 23 | 8 |
19 | 26.16 | temperature | 25.0 | 10 | > th | dose independent | rect. | 1 | 8 |
29 | 26.39 | temperature | 20.0 | 270 | > th | dose independent | rect. | 3 | 13 |
31 | 26.42 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 9 | 15 |
44 | 26.58 | temperature | 15.0 | 1440 | > th | dose independent | sin | 22 | NA |
48 | 26.60 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 12 |
50 | 26.60 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 23 | 1 |
59 | 26.71 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 14 |
67 | 26.76 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 1 | 15 |
73 | 26.80 | humidity | 90.0 | 10 | < th | dose independent | rect. | 6 | 10 |
78 | 26.83 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 16 |
83 | 26.86 | humidity | 90.0 | 10 | < th | dose independent | rect. | 6 | 12 |
89 | 26.89 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 23 | 7 |
92 | 26.90 | atmosphere | 1015.0 | 720 | < th | dose independent | sin | 4 | NA |
95 | 26.91 | humidity | 90.0 | 10 | < th | dose independent | rect. | 6 | 14 |
97 | 26.91 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 21 | 5 |
100 | 26.92 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 13 | 18 |
111 | 26.97 | wind | 9.0 | 10 | < th | dose independent | sin | 7 | NA |
113 | 26.97 | temperature | 15.0 | 720 | > th | dose independent | rect. | 4 | 9 |
116 | 26.97 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 7 | 23 |
118 | 26.98 | temperature | 15.0 | 90 | > th | dose independent | sin | 1 | NA |
119 | 26.98 | temperature | 15.0 | 720 | > th | dose independent | sin | 6 | NA |
121 | 26.99 | temperature | 20.0 | 270 | > th | dose independent | sin | 4 | NA |
122 | 26.99 | temperature | 25.0 | 10 | > th | dose independent | sin | 5 | NA |
125 | 26.99 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 23 | 17 |
133 | 27.02 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 19 | 10 |
134 | 27.02 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 17 | 14 |
146 | 27.05 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 2 | 18 |
150 | 27.06 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 19 | 21 |
152 | 27.07 | humidity | 90.0 | 10 | < th | dose independent | sin | 23 | NA |
154 | 27.07 | temperature | 20.0 | 270 | > th | dose independent | rect. | 2 | 5 |
170 | 27.10 | wind | 9.0 | 90 | < th | dose independent | sin | 8 | NA |
171 | 27.10 | radiation | 1.0 | 720 | > th | dose independent | rect. | 5 | 9 |
182 | 27.12 | radiation | 1.0 | 720 | > th | dose independent | rect. | 18 | 20 |
184 | 27.12 | humidity | 60.0 | 30 | > th | dose dependent | rect. | 7 | 21 |
214 | 27.16 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 17 | 23 |
225 | 27.19 | temperature | 15.0 | 720 | > th | dose independent | rect. | 4 | 7 |
251 | 27.24 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 15 | 16 |
254 | 27.24 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 2 | 14 |
256 | 27.25 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 1 | 4 |
261 | 27.25 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 23 | 8 |
294 | 27.30 | humidity | 90.0 | 270 | < th | dose independent | rect. | 6 | 10 |
318 | 27.33 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 4 | 12 |
369 | 27.40 | precipitation | 0.1 | 270 | < th | dose independent | sin | 23 | NA |
374 | 27.40 | temperature | 25.0 | 10 | > th | dose independent | rect. | 1 | 15 |
375 | 27.40 | temperature | 15.0 | 10 | > th | dose dependent | sin | 5 | NA |
377 | 27.40 | precipitation | 0.1 | 270 | < th | dose dependent | sin | 23 | NA |
405 | 27.42 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 1 | 8 |
411 | 27.42 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 21 | 18 |
418 | 27.43 | humidity | 70.0 | 10 | > th | dose independent | rect. | 9 | 19 |
420 | 27.43 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 21 | 16 |
421 | 27.43 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 9 | 19 |
454 | 27.47 | temperature | 20.0 | 270 | > th | dose independent | rect. | 4 | 1 |
457 | 27.47 | temperature | 25.0 | 10 | > th | dose independent | rect. | 3 | 13 |
467 | 27.48 | wind | 7.0 | 10 | < th | dose independent | rect. | 6 | 12 |
478 | 27.49 | wind | 9.0 | 30 | < th | dose dependent | rect. | 6 | 12 |
491 | 27.51 | humidity | 90.0 | 270 | < th | dose independent | sin | 0 | NA |
496 | 27.51 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 15 | 23 |
511 | 27.52 | radiation | 1.0 | 720 | < th | dose independent | rect. | 21 | 18 |
520 | 27.52 | wind | 1.0 | 90 | > th | dose dependent | rect. | 7 | 16 |
525 | 27.53 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 21 | 19 |
527 | 27.53 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 24 | 11 |
559 | 27.56 | radiation | 1.0 | 720 | < th | dose independent | rect. | 21 | 16 |
569 | 27.57 | temperature | 15.0 | 720 | > th | dose independent | rect. | 8 | 6 |
579 | 27.58 | wind | 5.0 | 10 | < th | dose independent | rect. | 23 | 19 |
590 | 27.59 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 23 | 22 |
605 | 27.61 | wind | 7.0 | 10 | < th | dose independent | rect. | 4 | 12 |
607 | 27.61 | wind | 7.0 | 10 | < th | dose independent | rect. | 4 | 14 |
627 | 27.62 | humidity | 60.0 | 30 | > th | dose dependent | rect. | 9 | 17 |
630 | 27.63 | atmosphere | 1015.0 | 720 | < th | dose independent | sin | 12 | NA |
631 | 27.63 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 2 | 1 |
655 | 27.64 | wind | 1.0 | 90 | > th | dose dependent | rect. | 7 | 20 |
708 | 27.68 | humidity | 70.0 | 10 | > th | dose independent | rect. | 9 | 21 |
728 | 27.69 | wind | 7.0 | 10 | < th | dose dependent | rect. | 23 | 19 |
729 | 27.69 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 6 | 20 |
738 | 27.70 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 21 | 17 |
743 | 27.70 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 5 | 23 |
795 | 27.73 | wind | 7.0 | 10 | < th | dose independent | sin | 23 | NA |
797 | 27.73 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 7 | 1 |
819 | 27.74 | temperature | 25.0 | 30 | < th | dose dependent | sin | 6 | NA |
834 | 27.75 | wind | 7.0 | 10 | < th | dose independent | rect. | 2 | 14 |
880 | 27.77 | wind | 9.0 | 10 | < th | dose dependent | rect. | 23 | 23 |
912 | 27.79 | wind | 5.0 | 10 | < th | dose independent | rect. | 2 | 16 |
926 | 27.80 | radiation | 1.0 | 720 | > th | dose independent | sin | 4 | NA |
952 | 27.80 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 7 | 21 |