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Os06g0272800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF231, plant domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.66 | 0.273 | 2.79 | -0.262 | 0.0322 | 0.605 | -0.0656 | -4.56 | 0.0864 | 2.69 | 30.63 | 6 | -- | -- |
35.55 | 0.28 | 2.76 | 0.0134 | 0.0381 | 0.161 | 0.000865 | -- | 0.0852 | 4.13 | 30.82 | 6 | -- | -- |
33.67 | 0.272 | 2.79 | -0.256 | 0.0337 | 0.606 | -- | -4.54 | 0.0869 | 3.39 | 30.71 | 6 | -- | -- |
35.53 | 0.278 | 2.76 | 0.0134 | 0.0382 | 0.164 | -- | -- | 0.0853 | 4.1 | 30.84 | 6 | -- | -- |
33.73 | 0.272 | 2.79 | -0.254 | -- | 0.593 | -- | -4.55 | 0.0868 | -- | 30.7 | 6 | -- | -- |
36.16 | 0.282 | 2.77 | 0.0255 | 0.00125 | -- | -0.0675 | -- | 0.0742 | 1.12 | -- | -- | -- | -- |
36.18 | 0.282 | 2.77 | 0.0277 | 0.00862 | -- | -- | -- | 0.0744 | 6.34 | -- | -- | -- | -- |
35.6 | 0.278 | 2.76 | 0.0161 | -- | 0.149 | -- | -- | 0.0852 | -- | 30.88 | 5 | -- | -- |
35.54 | 0.278 | 2.76 | -- | 0.0388 | 0.166 | -- | -- | 0.0839 | 4.07 | 30.81 | 5 | -- | -- |
36.18 | 0.281 | 2.77 | 0.0279 | -- | -- | -- | -- | 0.0746 | -- | -- | -- | -- | -- |
36.2 | 0.281 | 2.77 | -- | 0.009 | -- | -- | -- | 0.0713 | 6.17 | -- | -- | -- | -- |
35.61 | 0.278 | 2.76 | -- | -- | 0.15 | -- | -- | 0.0836 | -- | 30.9 | 5 | -- | -- |
36.2 | 0.281 | 2.77 | -- | -- | -- | -- | -- | 0.0715 | -- | -- | -- | -- | -- |
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 | 28.36 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 1 | 1 |
4 | 28.36 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 1 | 1 |
8 | 28.36 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 1 | 1 |
18 | 28.36 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 1 | 1 |
19 | 28.36 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 1 | 1 |
39 | 28.36 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 23 |
42 | 28.36 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 1 | 1 |
47 | 28.42 | humidity | 90.0 | 30 | < th | dose independent | rect. | 24 | 1 |
48 | 28.43 | temperature | 25.0 | 30 | > th | dose independent | rect. | 24 | 1 |
49 | 28.43 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 24 | 1 |
54 | 28.53 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 24 | 1 |
55 | 28.54 | wind | 1.0 | 30 | > th | dose independent | rect. | 24 | 1 |
56 | 28.54 | wind | 7.0 | 30 | < th | dose independent | rect. | 24 | 1 |
58 | 28.54 | temperature | 10.0 | 30 | > th | dose independent | rect. | 24 | 1 |
60 | 28.54 | temperature | 30.0 | 30 | < th | dose independent | rect. | 24 | 1 |
61 | 28.54 | humidity | 50.0 | 30 | > th | dose independent | rect. | 24 | 1 |
65 | 28.54 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 24 | 1 |
66 | 28.54 | radiation | 1.0 | 30 | < th | dose independent | rect. | 24 | 1 |
71 | 28.54 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 24 | 1 |
72 | 28.54 | temperature | 10.0 | 30 | > th | dose independent | rect. | 1 | 23 |
73 | 28.54 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
78 | 28.54 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 24 | 1 |
80 | 28.55 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 24 | 1 |
85 | 28.57 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 24 | 1 |
87 | 28.58 | wind | 9.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
88 | 28.59 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
90 | 28.65 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 24 | 1 |
97 | 28.88 | wind | 9.0 | 1440 | < th | dose independent | rect. | 1 | 1 |
99 | 28.95 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
102 | 29.04 | wind | 9.0 | 30 | < th | dose independent | rect. | 1 | 23 |
104 | 29.10 | wind | 1.0 | 30 | > th | dose dependent | rect. | 24 | 1 |
110 | 29.50 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
171 | 32.05 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 1 | 1 |
182 | 32.66 | temperature | 25.0 | 30 | > th | dose independent | rect. | 24 | 5 |
183 | 32.69 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 1 | 23 |
184 | 32.69 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 1 | 23 |
194 | 33.03 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 1 | 23 |
203 | 33.37 | temperature | 30.0 | 30 | < th | dose independent | rect. | 1 | 23 |
204 | 33.39 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 24 | 5 |
208 | 33.49 | humidity | 50.0 | 30 | > th | dose independent | rect. | 1 | 23 |
219 | 33.59 | temperature | 30.0 | 10 | > th | dose independent | rect. | 9 | 3 |
280 | 33.70 | temperature | 30.0 | 10 | > th | dose dependent | rect. | 9 | 3 |
298 | 33.73 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 1 | 23 |
301 | 33.74 | humidity | 90.0 | 10 | < th | dose independent | rect. | 24 | 5 |
318 | 33.78 | temperature | 30.0 | 10 | > th | dose independent | rect. | 16 | 20 |
319 | 33.78 | temperature | 30.0 | 10 | > th | dose dependent | rect. | 16 | 20 |
320 | 33.79 | temperature | 30.0 | 10 | > th | dose dependent | sin | 8 | NA |
325 | 33.82 | temperature | 30.0 | 90 | > th | dose independent | rect. | 11 | 1 |
391 | 33.91 | temperature | 30.0 | 30 | > th | dose independent | sin | 8 | NA |
431 | 34.12 | temperature | 30.0 | 90 | < th | dose independent | sin | 8 | NA |
502 | 34.28 | wind | 9.0 | 720 | < th | dose independent | rect. | 1 | 8 |
503 | 34.28 | temperature | 10.0 | 720 | > th | dose independent | rect. | 1 | 8 |
504 | 34.28 | humidity | 50.0 | 720 | > th | dose independent | rect. | 1 | 8 |
505 | 34.28 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 1 | 8 |
506 | 34.28 | temperature | 10.0 | 720 | > th | dose independent | rect. | 9 | 16 |
518 | 34.31 | temperature | 10.0 | 720 | > th | dose independent | rect. | 13 | 8 |
519 | 34.31 | temperature | 10.0 | 720 | > th | dose independent | rect. | 21 | 16 |
520 | 34.31 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 21 | 16 |
527 | 34.32 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 1 | 8 |
555 | 34.35 | temperature | 30.0 | 10 | > th | dose dependent | rect. | 9 | 8 |
628 | 34.42 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 1 | 23 |
659 | 34.46 | radiation | 40.0 | 720 | < th | dose independent | rect. | 1 | 8 |
792 | 34.57 | radiation | 10.0 | 10 | < th | dose independent | rect. | 1 | 23 |
800 | 34.59 | wind | 9.0 | 720 | < th | dose independent | rect. | 21 | 16 |
816 | 34.63 | temperature | 25.0 | 10 | > th | dose independent | rect. | 20 | 9 |
819 | 34.63 | wind | 9.0 | 30 | < th | dose dependent | rect. | 1 | 23 |
820 | 34.64 | humidity | 50.0 | 720 | > th | dose independent | rect. | 21 | 16 |
855 | 34.69 | temperature | 10.0 | 720 | > th | dose independent | rect. | 5 | 8 |
856 | 34.69 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 5 | 8 |
857 | 34.69 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 5 | 8 |
859 | 34.69 | temperature | 10.0 | 720 | > th | dose independent | rect. | 13 | 16 |
860 | 34.69 | temperature | 30.0 | 10 | > th | dose dependent | no | NA | NA |
966 | 34.69 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 1 | 23 |
968 | 34.70 | temperature | 30.0 | 10 | > th | dose dependent | rect. | 11 | 23 |
973 | 34.71 | radiation | 20.0 | 720 | < th | dose independent | rect. | 17 | 8 |