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Os11g0170400 |
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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
119.75 | 0.514 | 7.37 | -1.7 | 1.13 | -0.905 | -0.223 | 0.251 | -0.078 | 21.3 | 19.78 | 10 | -- | -- |
119.88 | 0.51 | 7.37 | -1.7 | 1.14 | -0.918 | 0.0174 | -- | -0.0761 | 21.4 | 20 | 9 | -- | -- |
119.79 | 0.51 | 7.37 | -1.7 | 1.13 | -0.9 | -- | 0.14 | -0.0718 | 21.3 | 19.33 | 7 | -- | -- |
119.85 | 0.51 | 7.37 | -1.7 | 1.13 | -0.903 | -- | -- | -0.0701 | 21.3 | 19.33 | 7 | -- | -- |
155.38 | 0.581 | 7.34 | -1.7 | -- | -0.311 | -- | 0.00329 | -0.0872 | -- | 31.28 | 10 | -- | -- |
134.2 | 0.543 | 7.35 | -1.67 | 0.719 | -- | -0.207 | -- | -0.0661 | 17.6 | -- | -- | -- | -- |
134.31 | 0.543 | 7.35 | -1.67 | 0.718 | -- | -- | -- | -0.067 | 17.6 | -- | -- | -- | -- |
138.94 | 0.549 | 7.35 | -1.79 | -- | -0.673 | -- | -- | 0.0833 | -- | 0.3199 | 654 | -- | -- |
195.54 | 0.651 | 7.32 | -- | 1.11 | -0.858 | -- | -- | 0.116 | 21.1 | 19.25 | 7 | -- | -- |
161.07 | 0.593 | 7.34 | -1.7 | -- | -- | -- | -- | -0.0842 | -- | -- | -- | -- | -- |
208.16 | 0.675 | 7.31 | -- | 0.745 | -- | -- | -- | 0.119 | 17.5 | -- | -- | -- | -- |
211.36 | 0.677 | 7.28 | -- | -- | -0.819 | -- | -- | 0.119 | -- | 10 | 667 | -- | -- |
237.03 | 0.719 | 7.29 | -- | -- | -- | -- | -- | 0.104 | -- | -- | -- | -- | -- |
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 | 103.65 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 4 |
2 | 104.23 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 4 |
4 | 105.22 | wind | 9.0 | 90 | < th | dose dependent | rect. | 6 | 21 |
10 | 107.23 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 6 | 21 |
12 | 107.45 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 3 | 12 |
13 | 107.55 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
14 | 107.57 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 3 | 14 |
15 | 107.58 | wind | 5.0 | 90 | < th | dose independent | rect. | 6 | 21 |
20 | 108.03 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 7 | 20 |
30 | 108.57 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 4 |
36 | 108.78 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 3 |
37 | 108.78 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 3 |
47 | 109.27 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
53 | 109.48 | wind | 9.0 | 90 | < th | dose independent | rect. | 3 | 3 |
54 | 109.48 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 3 |
57 | 109.48 | humidity | 50.0 | 90 | > th | dose independent | rect. | 3 | 3 |
60 | 109.48 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 3 |
61 | 109.48 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 3 | 3 |
63 | 109.48 | radiation | 20.0 | 90 | < th | dose independent | rect. | 3 | 3 |
66 | 109.48 | temperature | 10.0 | 90 | > th | dose independent | rect. | 6 | 21 |
71 | 109.57 | wind | 9.0 | 90 | < th | dose dependent | rect. | 3 | 3 |
99 | 110.32 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 6 | 21 |
109 | 110.52 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 3 | 3 |
116 | 110.60 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 3 |
123 | 110.69 | wind | 7.0 | 10 | < th | dose independent | rect. | 7 | 20 |
131 | 110.87 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 4 |
133 | 110.87 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 4 |
158 | 111.04 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 6 | 21 |
159 | 111.04 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 6 | 21 |
165 | 111.11 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
166 | 111.13 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 1 | 13 |
169 | 111.14 | radiation | 10.0 | 90 | < th | dose independent | rect. | 3 | 11 |
178 | 111.26 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 5 |
182 | 111.31 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 3 | 4 |
183 | 111.31 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 3 | 4 |
188 | 111.36 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 5 |
192 | 111.43 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 4 |
195 | 111.43 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 4 |
198 | 111.43 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 4 |
201 | 111.43 | radiation | 20.0 | 270 | < th | dose independent | rect. | 1 | 4 |
219 | 111.44 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 4 |
274 | 111.71 | radiation | 10.0 | 90 | < th | dose independent | rect. | 3 | 8 |
293 | 111.80 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 3 | 3 |
302 | 111.91 | radiation | 10.0 | 90 | < th | dose dependent | sin | 2 | NA |
304 | 111.96 | radiation | 10.0 | 90 | < th | dose independent | rect. | 3 | 14 |
310 | 112.07 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 13 |
326 | 112.24 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 1 |
327 | 112.24 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 1 |
333 | 112.30 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 3 | 6 |
347 | 112.35 | wind | 1.0 | 270 | > th | dose independent | rect. | 2 | 2 |
358 | 112.44 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 3 | 18 |
359 | 112.45 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 7 | 20 |
362 | 112.45 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 7 | 20 |
378 | 112.61 | wind | 9.0 | 10 | < th | dose independent | rect. | 3 | 4 |
379 | 112.61 | temperature | 10.0 | 10 | > th | dose independent | rect. | 3 | 4 |
382 | 112.61 | humidity | 50.0 | 10 | > th | dose independent | rect. | 3 | 4 |
385 | 112.61 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 3 | 4 |
386 | 112.61 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 3 | 4 |
387 | 112.61 | radiation | 20.0 | 10 | < th | dose independent | rect. | 3 | 4 |
390 | 112.61 | temperature | 10.0 | 10 | > th | dose independent | rect. | 7 | 20 |
397 | 112.67 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 19 |
401 | 112.67 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 19 |
430 | 112.82 | humidity | 90.0 | 90 | > th | dose independent | rect. | 3 | 4 |
431 | 112.82 | wind | 3.0 | 1440 | < th | dose independent | rect. | 7 | 6 |
440 | 112.85 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 3 | 3 |
444 | 112.89 | wind | 3.0 | 1440 | > th | dose independent | rect. | 7 | 6 |
447 | 112.92 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 7 | 20 |
451 | 112.95 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 6 | 21 |
453 | 112.98 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 4 |
485 | 113.04 | wind | 3.0 | 1440 | < th | dose dependent | rect. | 8 | 5 |
486 | 113.05 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 21 | 6 |
490 | 113.09 | wind | 3.0 | 1440 | < th | dose independent | rect. | 8 | 3 |
496 | 113.10 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 3 | 4 |
529 | 113.28 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 3 | 3 |
543 | 113.35 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 4 |
574 | 113.40 | wind | 3.0 | 1440 | > th | dose independent | rect. | 8 | 3 |
579 | 113.43 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
602 | 113.52 | wind | 1.0 | 270 | > th | dose independent | rect. | 10 | 10 |
603 | 113.52 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 16 |
615 | 113.60 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 20 | 14 |
624 | 113.65 | wind | 9.0 | 270 | < th | dose dependent | rect. | 17 | 8 |
651 | 113.72 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 5 | 2 |
652 | 113.72 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 5 | 2 |
659 | 113.75 | wind | 3.0 | 720 | > th | dose independent | rect. | 11 | 2 |
670 | 113.80 | wind | 3.0 | 1440 | < th | dose dependent | rect. | 12 | 1 |
680 | 113.83 | wind | 9.0 | 90 | < th | dose dependent | rect. | 17 | 10 |
718 | 114.00 | humidity | 90.0 | 90 | > th | dose independent | rect. | 4 | 1 |
746 | 114.07 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 21 | 3 |
789 | 114.21 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 4 | 3 |
795 | 114.22 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 15 | 14 |
796 | 114.23 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
797 | 114.23 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 11 |
803 | 114.24 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 3 | 20 |
809 | 114.26 | radiation | 1.0 | 90 | > th | dose independent | rect. | 6 | 9 |
810 | 114.26 | wind | 5.0 | 1440 | < th | dose dependent | rect. | 8 | 1 |
816 | 114.27 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 3 | 18 |
833 | 114.29 | radiation | 10.0 | 10 | < th | dose independent | rect. | 3 | 12 |
836 | 114.29 | wind | 3.0 | 1440 | < th | dose dependent | rect. | 8 | 3 |
859 | 114.35 | radiation | 10.0 | 10 | < th | dose independent | rect. | 3 | 14 |
869 | 114.37 | wind | 9.0 | 90 | < th | dose dependent | rect. | 21 | 6 |
891 | 114.43 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 2 |
967 | 114.57 | wind | 9.0 | 1440 | < th | dose dependent | rect. | 8 | 1 |