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Os12g0606000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF26 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
375.59 | 0.911 | 3.9 | 2.05 | 0.595 | 0.686 | 0.551 | 0.352 | -0.00597 | 19.1 | 24.6 | 83 | -- | -- |
376.13 | 0.903 | 3.88 | 2.15 | 0.59 | 0.696 | 0.52 | -- | 0.0256 | 19.2 | 24.56 | 82 | -- | -- |
376.32 | 0.904 | 3.9 | 2.04 | 0.589 | 0.667 | -- | 0.318 | -0.0125 | 19.3 | 24.56 | 82 | -- | -- |
376.77 | 0.904 | 3.89 | 2.13 | 0.589 | 0.683 | -- | -- | 0.0223 | 19.3 | 24.54 | 82 | -- | -- |
389.42 | 0.924 | 3.91 | 1.89 | -- | 0.538 | -- | 0.724 | -0.132 | -- | 24.3 | 59 | -- | -- |
404.57 | 0.943 | 3.97 | 1.93 | 0.504 | -- | 0.104 | -- | -0.36 | 22.1 | -- | -- | -- | -- |
404.61 | 0.942 | 3.97 | 1.92 | 0.504 | -- | -- | -- | -0.361 | 22.1 | -- | -- | -- | -- |
392.26 | 0.926 | 3.89 | 2.11 | -- | 0.569 | -- | -- | -0.0531 | -- | 24.3 | 59 | -- | -- |
491.41 | 1.04 | 3.98 | -- | 0.458 | 0.388 | -- | -- | -0.381 | 20.5 | 24.8 | 71 | -- | -- |
419.96 | 0.958 | 3.96 | 1.93 | -- | -- | -- | -- | -0.36 | -- | -- | -- | -- | -- |
502.18 | 1.05 | 4.02 | -- | 0.514 | -- | -- | -- | -0.575 | 22.4 | -- | -- | -- | -- |
503.16 | 1.05 | 3.96 | -- | -- | 0.4 | -- | -- | -0.38 | -- | 24.8 | 71 | -- | -- |
518.31 | 1.06 | 4.01 | -- | -- | -- | -- | -- | -0.574 | -- | -- | -- | -- | -- |
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 | 369.20 | temperature | 15 | 10 | > th | dose dependent | rect. | 5 | 12 |
4 | 372.43 | wind | 3 | 43200 | > th | dose independent | rect. | 1 | 1 |
8 | 374.47 | temperature | 20 | 30 | > th | dose dependent | rect. | 19 | 22 |
9 | 374.55 | temperature | 15 | 720 | > th | dose dependent | rect. | 4 | 2 |
10 | 374.73 | wind | 3 | 43200 | < th | dose independent | rect. | 1 | 1 |
12 | 374.77 | temperature | 15 | 10 | > th | dose dependent | rect. | 5 | 19 |
14 | 375.01 | temperature | 25 | 90 | < th | dose independent | rect. | 1 | 18 |
15 | 375.05 | temperature | 25 | 90 | < th | dose independent | rect. | 1 | 22 |
19 | 375.55 | temperature | 15 | 10 | > th | dose dependent | rect. | 5 | 22 |
20 | 375.62 | temperature | 25 | 90 | < th | dose independent | rect. | 1 | 20 |
22 | 375.68 | wind | 9 | 14400 | > th | dose independent | rect. | 6 | 7 |
27 | 375.88 | temperature | 25 | 90 | > th | dose independent | rect. | 19 | 22 |
30 | 375.95 | wind | 9 | 14400 | > th | dose independent | rect. | 5 | 9 |
32 | 376.06 | wind | 9 | 14400 | > th | dose independent | rect. | 10 | 3 |
35 | 376.08 | temperature | 10 | 270 | > th | dose dependent | rect. | 19 | 14 |
37 | 376.15 | wind | 9 | 14400 | > th | dose independent | rect. | 9 | 5 |
42 | 376.25 | wind | 9 | 14400 | > th | dose dependent | rect. | 5 | 9 |
43 | 376.25 | temperature | 30 | 30 | < th | dose dependent | rect. | 24 | 19 |
45 | 376.31 | wind | 9 | 14400 | > th | dose dependent | rect. | 11 | 2 |
46 | 376.32 | wind | 9 | 14400 | > th | dose independent | rect. | 1 | 13 |
47 | 376.32 | temperature | 25 | 90 | < th | dose independent | rect. | 7 | 22 |
54 | 376.42 | wind | 9 | 14400 | > th | dose dependent | rect. | 9 | 5 |
58 | 376.50 | humidity | 90 | 4320 | < th | dose independent | rect. | 17 | 10 |
60 | 376.52 | temperature | 10 | 90 | > th | dose dependent | rect. | 4 | 23 |
63 | 376.56 | temperature | 25 | 10 | < th | dose independent | rect. | 3 | 16 |
68 | 376.66 | temperature | 25 | 10 | < th | dose independent | rect. | 24 | 20 |
73 | 376.73 | wind | 9 | 14400 | > th | dose dependent | rect. | 1 | 13 |
77 | 376.78 | wind | 3 | 43200 | > th | dose independent | rect. | 23 | 3 |
82 | 376.84 | temperature | 25 | 10 | < th | dose independent | rect. | 24 | 22 |
83 | 376.85 | wind | 1 | 43200 | > th | dose dependent | rect. | 1 | 1 |
100 | 377.12 | humidity | 90 | 4320 | < th | dose independent | rect. | 15 | 12 |
122 | 377.36 | wind | 3 | 43200 | < th | dose independent | rect. | 23 | 3 |
139 | 377.59 | temperature | 25 | 90 | < th | dose independent | rect. | 9 | 20 |
145 | 377.64 | humidity | 90 | 4320 | > th | dose independent | rect. | 20 | 6 |
149 | 377.71 | humidity | 90 | 4320 | < th | dose independent | rect. | 20 | 6 |
154 | 377.76 | temperature | 10 | 270 | > th | dose dependent | rect. | 4 | 20 |
157 | 377.80 | humidity | 90 | 4320 | > th | dose independent | rect. | 17 | 9 |
166 | 377.94 | temperature | 25 | 90 | > th | dose independent | rect. | 1 | 23 |
168 | 377.95 | temperature | 25 | 90 | > th | dose independent | rect. | 7 | 17 |
175 | 378.06 | humidity | 90 | 4320 | > th | dose independent | rect. | 21 | 3 |
177 | 378.10 | wind | 9 | 14400 | < th | dose independent | rect. | 6 | 8 |
184 | 378.15 | temperature | 25 | 90 | < th | dose independent | rect. | 9 | 23 |
188 | 378.19 | humidity | 90 | 4320 | < th | dose independent | sin | 15 | NA |
195 | 378.23 | wind | 9 | 14400 | < th | dose independent | rect. | 4 | 10 |
198 | 378.25 | temperature | 30 | 30 | < th | dose dependent | rect. | 24 | 14 |
204 | 378.31 | temperature | 25 | 90 | > th | dose independent | rect. | 6 | 23 |
216 | 378.39 | wind | 9 | 14400 | < th | dose independent | rect. | 1 | 13 |
308 | 379.13 | humidity | 90 | 4320 | < th | dose independent | rect. | 21 | 1 |
336 | 379.28 | wind | 9 | 14400 | > th | dose dependent | sin | 4 | NA |
357 | 379.43 | temperature | 25 | 90 | > th | dose independent | rect. | 13 | 23 |
364 | 379.47 | humidity | 90 | 4320 | < th | dose independent | rect. | 1 | 1 |
383 | 379.55 | temperature | 25 | 90 | < th | dose independent | rect. | 19 | 23 |
385 | 379.56 | temperature | 25 | 90 | < th | dose independent | rect. | 13 | 23 |
407 | 379.69 | temperature | 25 | 90 | < th | dose independent | no | NA | NA |
409 | 379.69 | temperature | 25 | 720 | < th | dose dependent | rect. | 2 | 18 |
410 | 379.71 | wind | 9 | 14400 | > th | dose independent | sin | 4 | NA |
421 | 379.78 | wind | 9 | 14400 | < th | dose independent | rect. | 11 | 1 |
532 | 380.26 | humidity | 90 | 4320 | > th | dose independent | sin | 14 | NA |
548 | 380.30 | humidity | 90 | 4320 | > th | dose independent | rect. | 21 | 1 |
563 | 380.34 | temperature | 15 | 30 | > th | dose dependent | rect. | 7 | 17 |
591 | 380.49 | temperature | 25 | 30 | > th | dose independent | rect. | 1 | 16 |
608 | 380.53 | temperature | 25 | 90 | > th | dose independent | no | NA | NA |
622 | 380.57 | wind | 1 | 43200 | > th | dose dependent | rect. | 23 | 4 |
625 | 380.58 | temperature | 25 | 720 | < th | dose dependent | rect. | 5 | 15 |
629 | 380.59 | temperature | 30 | 1440 | < th | dose dependent | rect. | 2 | 2 |
636 | 380.63 | temperature | 10 | 1440 | > th | dose dependent | rect. | 2 | 1 |
661 | 380.73 | humidity | 90 | 4320 | > th | dose independent | rect. | 17 | 14 |
666 | 380.74 | temperature | 25 | 720 | < th | dose dependent | sin | 0 | NA |
691 | 380.81 | temperature | 25 | 10 | < th | dose dependent | sin | 23 | NA |
768 | 381.06 | wind | 9 | 43200 | < th | dose dependent | rect. | 1 | 1 |
858 | 381.37 | temperature | 20 | 30 | > th | dose dependent | sin | 4 | NA |
874 | 381.42 | humidity | 90 | 4320 | > th | dose independent | rect. | 14 | 17 |
911 | 381.59 | temperature | 25 | 1440 | < th | dose dependent | rect. | 12 | 17 |
918 | 381.61 | temperature | 25 | 10 | < th | dose independent | rect. | 6 | 23 |
934 | 381.64 | temperature | 25 | 10 | > th | dose independent | rect. | 7 | 10 |
962 | 381.73 | wind | 9 | 14400 | < th | dose independent | sin | 4 | NA |
980 | 381.76 | humidity | 90 | 4320 | > th | dose dependent | rect. | 21 | 5 |
997 | 381.80 | humidity | 90 | 4320 | > th | dose independent | rect. | 1 | 1 |