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Os03g0178300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Epoxide hydrolase 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
367.3 | 0.9 | 3.49 | 0.64 | 0.197 | 0.992 | -0.818 | -3.74 | 0.027 | 23.6 | 19.53 | 1334 | -- | -- |
371.98 | 0.898 | 3.53 | 0.573 | 0.254 | 1.93 | -0.859 | -- | 0.0161 | 23.8 | 18.12 | 2688 | -- | -- |
369.49 | 0.895 | 3.49 | 0.674 | 0.184 | 1.06 | -- | -3.8 | 0.0303 | 23.2 | 19.36 | 1458 | -- | -- |
374.4 | 0.901 | 3.53 | 0.505 | 0.199 | 2.41 | -- | -- | -0.000471 | 23.6 | 18.86 | 1491 | -- | -- |
371.56 | 0.898 | 3.48 | 0.679 | -- | 1.1 | -- | -3.78 | 0.0325 | -- | 19.31 | 1495 | -- | -- |
398.95 | 0.936 | 3.57 | 0.0814 | 0.2 | -- | -0.786 | -- | -0.155 | 22.3 | -- | -- | -- | -- |
401.43 | 0.938 | 3.57 | 0.113 | 0.205 | -- | -- | -- | -0.153 | 22.1 | -- | -- | -- | -- |
376.43 | 0.904 | 3.53 | 0.526 | -- | 2.56 | -- | -- | -0.00359 | -- | 18.55 | 1516 | -- | -- |
379.73 | 0.908 | 3.54 | -- | 0.181 | 2.44 | -- | -- | -0.0943 | 22.4 | 17.2 | 1438 | -- | -- |
403.98 | 0.939 | 3.56 | 0.116 | -- | -- | -- | -- | -0.153 | -- | -- | -- | -- | -- |
401.77 | 0.938 | 3.57 | -- | 0.206 | -- | -- | -- | -0.165 | 22.1 | -- | -- | -- | -- |
381.59 | 0.91 | 3.56 | -- | -- | 2.66 | -- | -- | -0.119 | -- | 15.72 | 1493 | -- | -- |
404.33 | 0.939 | 3.57 | -- | -- | -- | -- | -- | -0.165 | -- | -- | -- | -- | -- |
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 | 362.34 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 4 |
2 | 362.85 | wind | 7.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
3 | 362.96 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 6 |
4 | 363.36 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 20 | 7 |
5 | 363.36 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 20 | 7 |
7 | 364.16 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 19 | 2 |
8 | 364.17 | wind | 7.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
15 | 364.87 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 18 | 10 |
20 | 365.17 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 4 |
21 | 365.17 | wind | 9.0 | 43200 | < th | dose independent | rect. | 17 | 4 |
24 | 365.27 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 8 |
54 | 365.91 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 11 | NA |
71 | 366.09 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 18 | 13 |
77 | 366.16 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 1 | 14 |
102 | 366.39 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 1 | 10 |
115 | 366.49 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 6 |
116 | 366.49 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 7 | 2 |
140 | 366.66 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 7 | 3 |
146 | 366.69 | temperature | 20.0 | 1440 | < th | dose dependent | sin | 4 | NA |
153 | 366.71 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 9 | 18 |
155 | 366.73 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 8 |
228 | 367.15 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 23 | 14 |
234 | 367.18 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 23 | 14 |
239 | 367.20 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 11 |
251 | 367.23 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 5 | 7 |
253 | 367.23 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 1 | 12 |
256 | 367.24 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 1 | 12 |
267 | 367.26 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 9 | 18 |
339 | 367.42 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 15 | 19 |
359 | 367.44 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 4 | 21 |
387 | 367.49 | temperature | 30.0 | 1440 | < th | dose dependent | sin | 6 | NA |
401 | 367.51 | temperature | 10.0 | 1440 | > th | dose dependent | sin | 6 | NA |
466 | 367.58 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 18 | 17 |
469 | 367.59 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 6 | 1 |
526 | 367.68 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 1 | 21 |
555 | 367.72 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 15 | 19 |
575 | 367.74 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 7 | 23 |
681 | 367.88 | temperature | 20.0 | 1440 | < th | dose dependent | no | NA | NA |
848 | 368.10 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 23 |
915 | 368.20 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 23 | 1 |
928 | 368.21 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 23 | 12 |
998 | 368.29 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 23 | 1 |