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Os05g0515200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Cytochrome P450 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 = precipitation,
response mode = < th, dose dependency = dose dependent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
163.73 | 0.601 | 9.84 | -1.31 | 1.78 | 1.28 | 1.17 | 5.77 | -0.215 | 5.06 | 0.04207 | 4326 | 12 | 4.95 |
178.89 | 0.623 | 9.79 | -1.46 | 1.69 | 1.28 | 1.25 | -- | -0.207 | 5.27 | 1.488 | 4316 | 12.1 | 4.85 |
167.17 | 0.602 | 9.84 | -1.3 | 1.78 | 1.29 | -- | 5.78 | -0.213 | 4.97 | 0.2035 | 4326 | 12 | 4.95 |
181.14 | 0.627 | 9.79 | -1.47 | 1.67 | 1.29 | -- | -- | -0.235 | 5.18 | 1.537 | 4316 | 12.1 | 4.86 |
319.65 | 0.833 | 9.86 | -1.19 | -- | 1.25 | -- | 5.74 | -0.22 | -- | 0.1939 | 8619 | 12 | 4.95 |
214.5 | 0.687 | 9.79 | -1.68 | 1.74 | -- | 0.934 | -- | -0.149 | 5.18 | -- | -- | -- | -- |
216.6 | 0.689 | 9.79 | -1.68 | 1.75 | -- | -- | -- | -0.154 | 5.09 | -- | -- | -- | -- |
295.02 | 0.8 | 9.79 | -1.56 | -- | 2.06 | -- | -- | -0.251 | -- | 3.034 | 4310 | 12.1 | 4.8 |
236.95 | 0.717 | 9.79 | -- | 1.67 | 1.6 | -- | -- | -0.0845 | 5.18 | 1.537 | 4316 | 12.1 | 4.86 |
376.97 | 0.907 | 9.81 | -1.62 | -- | -- | -- | -- | -0.11 | -- | -- | -- | -- | -- |
291.11 | 0.798 | 9.75 | -- | 1.72 | -- | -- | -- | 0.0333 | 5.13 | -- | -- | -- | -- |
347.18 | 0.868 | 9.81 | -- | -- | 2.38 | -- | -- | -0.0972 | -- | 2.718 | 4311 | 12.1 | 4.82 |
446.1 | 0.986 | 9.77 | -- | -- | -- | -- | -- | 0.0701 | -- | -- | -- | -- | -- |
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 | 161.17 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
2 | 161.27 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
3 | 162.21 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 2 |
4 | 162.63 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
5 | 162.63 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
7 | 163.96 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 23 | 6 |
12 | 164.18 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 21 | 9 |
17 | 164.64 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 1 |
18 | 164.64 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 1 |
21 | 164.77 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 1 |
22 | 164.77 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 1 |
23 | 164.78 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 8 |
24 | 164.78 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 8 |
26 | 164.82 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 12 | 5 |
27 | 164.82 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 12 | 5 |
31 | 165.20 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 8 |
32 | 165.22 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 12 | 5 |
39 | 165.56 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
42 | 165.67 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 8 |
61 | 166.22 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 6 | 11 |
62 | 166.22 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 6 | 11 |
72 | 166.41 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 12 | 5 |
74 | 166.44 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 14 | 3 |
128 | 167.63 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
130 | 167.74 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 6 |
138 | 167.94 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 8 |
181 | 168.61 | wind | 3.0 | 14400 | < th | dose independent | rect. | 21 | 12 |
187 | 168.66 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 2 |
195 | 168.78 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 22 | 8 |
208 | 168.96 | wind | 3.0 | 14400 | > th | dose independent | rect. | 21 | 9 |
221 | 169.17 | wind | 3.0 | 14400 | > th | dose independent | rect. | 21 | 12 |
226 | 169.27 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 2 |
242 | 169.47 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 23 | 5 |
289 | 169.90 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
336 | 170.43 | wind | 3.0 | 14400 | < th | dose dependent | sin | 9 | NA |
346 | 170.53 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 2 |
377 | 170.75 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 6 |
406 | 170.99 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
420 | 171.15 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 3 |
456 | 171.44 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 13 |
461 | 171.44 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 13 |
469 | 171.52 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 3 |
471 | 171.52 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 3 |
479 | 171.54 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
483 | 171.57 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 11 |
484 | 171.57 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 13 |
487 | 171.57 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 11 |
499 | 171.63 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 22 | 17 |
507 | 171.68 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 11 |
524 | 171.78 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 7 | 3 |
534 | 171.85 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 13 | 2 |
561 | 171.99 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 12 | 8 |
564 | 172.00 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 9 | 5 |
575 | 172.06 | wind | 3.0 | 14400 | < th | dose independent | sin | 9 | NA |
665 | 172.52 | wind | 1.0 | 14400 | > th | dose independent | rect. | 3 | 4 |
684 | 172.66 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 1 |
689 | 172.69 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 3 |
692 | 172.69 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 5 | 1 |
694 | 172.70 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 16 | 1 |
696 | 172.71 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 8 | 7 |
701 | 172.75 | wind | 3.0 | 14400 | > th | dose independent | sin | 9 | NA |
713 | 172.82 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 9 | 5 |
747 | 173.07 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 8 |
749 | 173.07 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 8 |
754 | 173.15 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
763 | 173.21 | wind | 1.0 | 14400 | < th | dose independent | rect. | 3 | 4 |
803 | 173.44 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 3 | 12 |
836 | 173.59 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 8 |
872 | 173.80 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 6 |
891 | 173.86 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 1 |
919 | 174.02 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 9 | 5 |
934 | 174.11 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 3 | 12 |
937 | 174.14 | wind | 1.0 | 14400 | > th | dose dependent | sin | 9 | NA |
943 | 174.19 | wind | 3.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
982 | 174.42 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 0 | NA |
983 | 174.42 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 0 | NA |
998 | 174.49 | wind | 3.0 | 14400 | < th | dose independent | rect. | 5 | 1 |