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Os04g0643300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to 3-ketoacyl carrier protein synthase III.
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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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34.42 | 0.276 | 10.5 | 0.124 | 0.201 | -0.405 | 0.101 | -0.893 | -0.222 | 20.2 | -0.07882 | 11021 | -- | -- |
34.2 | 0.272 | 10.5 | 0.118 | 0.204 | -0.534 | 0.128 | -- | -0.247 | 20.1 | 0.315 | 12732 | -- | -- |
34.22 | 0.272 | 10.5 | 0.104 | 0.198 | -0.427 | -- | -0.777 | -0.223 | 20.2 | -0.1967 | 12732 | -- | -- |
34.23 | 0.272 | 10.5 | 0.114 | 0.205 | -0.549 | -- | -- | -0.249 | 20.2 | 0.3137 | 12732 | -- | -- |
36.34 | 0.281 | 10.5 | 0.0888 | -- | -0.467 | -- | -0.617 | -0.236 | -- | -0.0536 | 12734 | -- | -- |
42.46 | 0.305 | 10.5 | 0.00558 | 0.202 | -- | 0.117 | -- | -0.151 | 20.2 | -- | -- | -- | -- |
42.5 | 0.305 | 10.5 | 0.00192 | 0.202 | -- | -- | -- | -0.151 | 20.3 | -- | -- | -- | -- |
36.48 | 0.281 | 10.5 | 0.119 | -- | -0.546 | -- | -- | -0.254 | -- | 0.3017 | 12732 | -- | -- |
34.48 | 0.273 | 10.5 | -- | 0.198 | -0.525 | -- | -- | -0.254 | 20.3 | 0.2322 | 12746 | -- | -- |
44.76 | 0.313 | 10.5 | 0.000553 | -- | -- | -- | -- | -0.153 | -- | -- | -- | -- | -- |
42.5 | 0.305 | 10.5 | -- | 0.202 | -- | -- | -- | -0.151 | 20.3 | -- | -- | -- | -- |
36.69 | 0.282 | 10.5 | -- | -- | -0.522 | -- | -- | -0.267 | -- | 0.2225 | 12732 | -- | -- |
44.76 | 0.312 | 10.5 | -- | -- | -- | -- | -- | -0.153 | -- | -- | -- | -- | -- |
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 | 32.55 | precipitation | 1e-01 | 43200 | > th | dose dependent | rect. | 15 | 6 |
4 | 32.89 | precipitation | 1e-01 | 43200 | > th | dose dependent | rect. | 13 | 8 |
6 | 32.94 | precipitation | 1e-01 | 43200 | > th | dose independent | rect. | 19 | 2 |
7 | 32.95 | precipitation | 1e-01 | 43200 | > th | dose independent | rect. | 16 | 2 |
8 | 32.95 | precipitation | 1e-01 | 43200 | < th | dose independent | rect. | 16 | 2 |
9 | 32.95 | precipitation | 1e-01 | 43200 | < th | dose dependent | rect. | 16 | 2 |
12 | 33.02 | precipitation | 1e-01 | 43200 | < th | dose independent | rect. | 19 | 2 |
13 | 33.02 | precipitation | 1e-01 | 43200 | < th | dose dependent | rect. | 19 | 2 |
14 | 33.06 | precipitation | 1e-01 | 43200 | > th | dose dependent | rect. | 13 | 5 |
16 | 33.15 | wind | 1e+00 | 43200 | < th | dose dependent | rect. | 24 | 9 |
26 | 33.29 | wind | 3e+00 | 43200 | > th | dose dependent | rect. | 6 | 1 |
28 | 33.31 | precipitation | 1e-01 | 43200 | < th | dose independent | rect. | 17 | 4 |
29 | 33.31 | precipitation | 1e-01 | 43200 | < th | dose dependent | rect. | 17 | 4 |
32 | 33.34 | precipitation | 1e-01 | 43200 | > th | dose independent | rect. | 17 | 4 |
39 | 33.44 | wind | 3e+00 | 43200 | > th | dose dependent | rect. | 18 | 14 |
41 | 33.47 | wind | 1e+00 | 43200 | < th | dose dependent | sin | 7 | NA |
49 | 33.53 | wind | 9e+00 | 43200 | < th | dose dependent | rect. | 20 | 12 |
53 | 33.55 | precipitation | 1e-01 | 43200 | > th | dose dependent | rect. | 20 | 1 |
57 | 33.56 | wind | 1e+00 | 43200 | > th | dose dependent | rect. | 20 | 12 |
58 | 33.57 | wind | 9e+00 | 43200 | < th | dose dependent | rect. | 5 | 3 |
79 | 33.68 | wind | 3e+00 | 43200 | > th | dose dependent | rect. | 17 | 16 |
98 | 33.77 | precipitation | 1e-01 | 14400 | < th | dose independent | rect. | 5 | 18 |
102 | 33.77 | precipitation | 1e-01 | 14400 | < th | dose dependent | rect. | 5 | 18 |
103 | 33.78 | precipitation | 1e-01 | 14400 | > th | dose independent | rect. | 5 | 18 |
110 | 33.80 | radiation | 1e+01 | 43200 | > th | dose independent | rect. | 8 | 2 |
124 | 33.82 | humidity | 7e+01 | 1440 | > th | dose independent | rect. | 16 | 20 |
125 | 33.82 | wind | 9e+00 | 43200 | < th | dose dependent | sin | 9 | NA |
132 | 33.83 | wind | 3e+00 | 43200 | > th | dose dependent | sin | 11 | NA |
140 | 33.84 | wind | 1e+00 | 43200 | < th | dose independent | rect. | 24 | 9 |
147 | 33.84 | wind | 1e+00 | 43200 | < th | dose dependent | rect. | 3 | 10 |
188 | 33.89 | wind | 1e+00 | 43200 | > th | dose dependent | sin | 9 | NA |
193 | 33.90 | wind | 3e+00 | 43200 | > th | dose independent | rect. | 5 | 3 |
194 | 33.90 | radiation | 1e+01 | 43200 | > th | dose independent | rect. | 7 | 4 |
208 | 33.91 | wind | 1e+00 | 43200 | < th | dose independent | rect. | 23 | 5 |
209 | 33.91 | wind | 1e+00 | 43200 | > th | dose independent | rect. | 24 | 9 |
275 | 33.98 | wind | 1e+00 | 43200 | < th | dose dependent | rect. | 5 | 1 |
282 | 33.99 | precipitation | 1e-01 | 14400 | < th | dose independent | sin | 21 | NA |
285 | 33.99 | precipitation | 1e-01 | 14400 | < th | dose dependent | sin | 21 | NA |
290 | 34.00 | precipitation | 1e-01 | 14400 | > th | dose independent | sin | 21 | NA |
333 | 34.04 | wind | 3e+00 | 43200 | < th | dose independent | rect. | 5 | 3 |
360 | 34.07 | humidity | 7e+01 | 1440 | > th | dose independent | rect. | 16 | 2 |
365 | 34.07 | precipitation | 1e-01 | 14400 | < th | dose independent | rect. | 6 | 12 |
374 | 34.07 | precipitation | 1e-01 | 14400 | < th | dose dependent | rect. | 6 | 12 |
383 | 34.08 | precipitation | 1e-01 | 14400 | > th | dose independent | rect. | 6 | 12 |
416 | 34.10 | precipitation | 1e-01 | 14400 | > th | dose independent | rect. | 14 | 9 |
417 | 34.10 | precipitation | 1e-01 | 14400 | < th | dose independent | rect. | 14 | 9 |
421 | 34.10 | precipitation | 1e-01 | 14400 | < th | dose dependent | rect. | 14 | 9 |
427 | 34.10 | precipitation | 1e-01 | 14400 | > th | dose dependent | rect. | 5 | 20 |
442 | 34.12 | precipitation | 1e-01 | 14400 | < th | dose independent | rect. | 8 | 10 |
443 | 34.12 | wind | 3e+00 | 43200 | > th | dose independent | rect. | 21 | 11 |
454 | 34.12 | precipitation | 1e-01 | 14400 | < th | dose dependent | rect. | 8 | 10 |
462 | 34.13 | wind | 1e+00 | 43200 | < th | dose independent | sin | 9 | NA |
465 | 34.13 | precipitation | 1e-01 | 14400 | > th | dose independent | rect. | 8 | 10 |
508 | 34.15 | precipitation | 1e-01 | 14400 | > th | dose dependent | rect. | 8 | 17 |
532 | 34.17 | wind | 1e+00 | 14400 | > th | dose independent | rect. | 1 | 5 |
541 | 34.17 | humidity | 7e+01 | 1440 | < th | dose independent | rect. | 16 | 21 |
558 | 34.18 | humidity | 8e+01 | 43200 | < th | dose independent | rect. | 22 | 1 |
577 | 34.19 | atmosphere | 1e+03 | 43200 | < th | dose independent | rect. | 3 | 2 |
579 | 34.19 | atmosphere | 1e+03 | 43200 | > th | dose independent | rect. | 21 | 8 |
580 | 34.19 | atmosphere | 1e+03 | 43200 | < th | dose independent | rect. | 21 | 8 |
599 | 34.20 | atmosphere | 1e+03 | 43200 | > th | dose independent | rect. | 3 | 2 |
609 | 34.20 | wind | 1e+00 | 43200 | < th | dose independent | rect. | 21 | 13 |
680 | 34.24 | wind | 3e+00 | 43200 | > th | dose independent | rect. | 4 | 8 |
687 | 34.24 | precipitation | 1e-01 | 14400 | > th | dose dependent | sin | 0 | NA |
700 | 34.25 | humidity | 7e+01 | 1440 | < th | dose independent | rect. | 16 | 2 |
712 | 34.25 | precipitation | 1e-01 | 43200 | > th | dose dependent | rect. | 13 | 11 |
721 | 34.26 | wind | 3e+00 | 43200 | > th | dose independent | rect. | 5 | 6 |
746 | 34.27 | wind | 1e+00 | 43200 | < th | dose independent | rect. | 19 | 15 |
751 | 34.27 | wind | 7e+00 | 43200 | < th | dose dependent | rect. | 1 | 7 |
775 | 34.29 | atmosphere | 1e+03 | 43200 | > th | dose independent | rect. | 22 | 3 |
801 | 34.30 | wind | 3e+00 | 43200 | > th | dose independent | sin | 7 | NA |
806 | 34.30 | atmosphere | 1e+03 | 43200 | > th | dose independent | rect. | 20 | 5 |
835 | 34.31 | atmosphere | 1e+03 | 43200 | > th | dose independent | rect. | 20 | 3 |
836 | 34.31 | atmosphere | 1e+03 | 43200 | < th | dose independent | rect. | 20 | 3 |
871 | 34.32 | atmosphere | 1e+03 | 43200 | < th | dose independent | rect. | 22 | 3 |
961 | 34.36 | humidity | 8e+01 | 43200 | > th | dose independent | rect. | 23 | 1 |
992 | 34.37 | wind | 3e+00 | 43200 | < th | dose independent | rect. | 4 | 8 |