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Os01g0169900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF1421 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19.98 | 0.21 | 11.6 | 1.72 | 0.387 | -0.535 | -0.44 | 1.72 | 0.534 | 1.74 | 21.64 | 1620 | -- | -- |
21.71 | 0.217 | 11.6 | 1.45 | 0.407 | -0.679 | -0.485 | -- | 0.517 | 2.11 | 13.72 | 8811 | -- | -- |
20.72 | 0.212 | 11.6 | 1.73 | 0.384 | -0.541 | -- | 1.73 | 0.534 | 1.52 | 21.73 | 1655 | -- | -- |
22.28 | 0.22 | 11.6 | 1.4 | 0.404 | -0.625 | -- | -- | 0.484 | 1.8 | 12.85 | 8908 | -- | -- |
22.63 | 0.223 | 11.6 | 1.49 | -- | -0.821 | -- | 1.66 | 0.496 | -- | 21.73 | 1655 | -- | -- |
27.84 | 0.247 | 11.6 | 1.05 | 0.387 | -- | -0.466 | -- | 0.292 | 1.98 | -- | -- | -- | -- |
28.65 | 0.251 | 11.6 | 1.07 | 0.386 | -- | -- | -- | 0.295 | 1.81 | -- | -- | -- | -- |
24.66 | 0.232 | 11.6 | 1.22 | -- | -0.74 | -- | -- | 0.422 | -- | 20.6 | 1674 | -- | -- |
44.02 | 0.309 | 11.7 | -- | 0.379 | 0.586 | -- | -- | -0.0158 | 1.86 | 16.51 | 47520 | -- | -- |
37.68 | 0.287 | 11.6 | 1.08 | -- | -- | -- | -- | 0.304 | -- | -- | -- | -- | -- |
58.55 | 0.358 | 11.7 | -- | 0.405 | -- | -- | -- | 0.177 | 1.88 | -- | -- | -- | -- |
52.67 | 0.338 | 11.7 | -- | -- | 0.61 | -- | -- | -0.0177 | -- | 16.7 | 47520 | -- | -- |
68.5 | 0.386 | 11.7 | -- | -- | -- | -- | -- | 0.184 | -- | -- | -- | -- | -- |
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 | 19.14 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 16 | 6 |
2 | 19.18 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 16 | 6 |
22 | 19.56 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 2 |
37 | 19.73 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 2 |
39 | 19.75 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
44 | 19.79 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 2 |
45 | 19.79 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 2 |
46 | 19.80 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 17 | 1 |
47 | 19.80 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 17 | 2 |
72 | 19.82 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 17 | 1 |
73 | 19.83 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 10 | 12 |
78 | 19.86 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
85 | 19.89 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 13 | 17 |
88 | 19.90 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 4 | 1 |
89 | 19.90 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 14 | 15 |
93 | 19.91 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 17 | 4 |
98 | 19.92 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 14 | 10 |
100 | 19.93 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 2 |
103 | 19.93 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 4 |
116 | 19.95 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 2 |
129 | 19.95 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 2 |
139 | 19.97 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 2 |
148 | 19.97 | temperature | 20.0 | 1440 | > th | dose dependent | sin | 16 | NA |
149 | 19.97 | atmosphere | 1010.0 | 43200 | < th | dose dependent | rect. | 11 | 1 |
188 | 19.99 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 9 | 14 |
195 | 20.00 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 16 | 9 |
204 | 20.00 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 15 | 15 |
209 | 20.01 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 17 | 3 |
212 | 20.01 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 16 | 7 |
217 | 20.02 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
247 | 20.04 | atmosphere | 1010.0 | 43200 | < th | dose dependent | rect. | 7 | 1 |
250 | 20.04 | atmosphere | 1005.0 | 43200 | < th | dose dependent | rect. | 15 | 1 |
260 | 20.05 | temperature | 25.0 | 1440 | > th | dose independent | sin | 18 | NA |
268 | 20.05 | radiation | 1.0 | 1440 | < th | dose dependent | sin | 14 | NA |
324 | 20.08 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 16 | 1 |
455 | 20.16 | temperature | 25.0 | 1440 | < th | dose independent | sin | 18 | NA |
514 | 20.18 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 11 | 7 |
523 | 20.19 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 3 | 1 |
524 | 20.19 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 14 | 5 |
553 | 20.20 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 17 | 1 |
583 | 20.21 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 10 | 20 |
613 | 20.23 | atmosphere | 1005.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
634 | 20.24 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 4 |
656 | 20.25 | atmosphere | 1010.0 | 43200 | < th | dose dependent | sin | 1 | NA |
668 | 20.26 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 2 | 2 |
726 | 20.28 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 5 | 1 |
752 | 20.29 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
850 | 20.32 | radiation | 1.0 | 4320 | > th | dose independent | sin | 16 | NA |
858 | 20.32 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 20 | 8 |
987 | 20.35 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 2 | 22 |