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Os12g0267500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
190.13 | 0.648 | 3.42 | 0.299 | 0.646 | 0.785 | 0.332 | 1.26 | 0.0591 | 19.5 | 20.6 | 1569 | -- | -- |
193.47 | 0.648 | 3.46 | 0.0486 | 0.629 | 0.641 | 0.356 | -- | -0.00545 | 19.5 | 20.61 | 1929 | -- | -- |
190.27 | 0.642 | 3.42 | 0.297 | 0.65 | 0.793 | -- | 1.3 | 0.0576 | 19.3 | 20.7 | 1415 | -- | -- |
193.6 | 0.648 | 3.46 | 0.0538 | 0.636 | 0.64 | -- | -- | 0.0226 | 19.5 | 20.6 | 1711 | -- | -- |
209.64 | 0.674 | 3.36 | 0.496 | -- | 0.599 | -- | 1.46 | 0.139 | -- | 22.01 | 2222 | -- | -- |
202.14 | 0.667 | 3.43 | 0.318 | 0.648 | -- | 0.425 | -- | 0.154 | 19.5 | -- | -- | -- | -- |
202.62 | 0.667 | 3.42 | 0.309 | 0.65 | -- | -- | -- | 0.156 | 19.4 | -- | -- | -- | -- |
213.57 | 0.681 | 3.45 | 0.0482 | -- | 0.582 | -- | -- | -0.0529 | -- | 22.07 | 2228 | -- | -- |
192.6 | 0.646 | 3.47 | -- | 0.613 | 0.553 | -- | -- | -0.0493 | 19.2 | 22 | 2485 | -- | -- |
225.18 | 0.701 | 3.41 | 0.299 | -- | -- | -- | -- | 0.145 | -- | -- | -- | -- | -- |
205.13 | 0.67 | 3.43 | -- | 0.648 | -- | -- | -- | 0.121 | 19.5 | -- | -- | -- | -- |
213.63 | 0.681 | 3.46 | -- | -- | 0.599 | -- | -- | -0.065 | -- | 22 | 2228 | -- | -- |
227.54 | 0.704 | 3.42 | -- | -- | -- | -- | -- | 0.112 | -- | -- | -- | -- | -- |
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 | 185.95 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 19 | 1 |
6 | 186.51 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 19 | 11 |
8 | 186.54 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 19 | 9 |
30 | 187.05 | radiation | 20.0 | 270 | > th | dose dependent | rect. | 16 | 15 |
37 | 187.26 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 23 | 2 |
38 | 187.26 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 23 | 2 |
51 | 187.80 | radiation | 20.0 | 270 | > th | dose dependent | rect. | 16 | 1 |
74 | 188.37 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 12 | 21 |
93 | 189.24 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 4 | 20 |
122 | 189.98 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 17 | 10 |
123 | 190.01 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 17 | 16 |
126 | 190.05 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 24 | 1 |
127 | 190.05 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 1 | 1 |
128 | 190.06 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 1 | 1 |
131 | 190.07 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 18 | 1 |
133 | 190.09 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 16 | 5 |
140 | 190.14 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 3 |
150 | 190.21 | humidity | 60.0 | 270 | < th | dose independent | rect. | 16 | 17 |
152 | 190.23 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 21 | 1 |
155 | 190.25 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 21 | 5 |
192 | 190.38 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 17 | 10 |
200 | 190.40 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 24 | 21 |
201 | 190.41 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 18 | 1 |
217 | 190.43 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 9 | 21 |
227 | 190.45 | atmosphere | 1005.0 | 90 | < th | dose independent | rect. | 18 | 1 |
257 | 190.49 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 16 | 20 |
266 | 190.50 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 16 | 14 |
305 | 190.55 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 21 | 19 |
377 | 190.65 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 18 | 1 |
378 | 190.65 | temperature | 25.0 | 1440 | < th | dose dependent | no | NA | NA |
397 | 190.66 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 3 | 23 |
398 | 190.67 | temperature | 25.0 | 1440 | < th | dose dependent | sin | 16 | NA |
472 | 190.73 | wind | 3.0 | 720 | > th | dose independent | rect. | 15 | 1 |
557 | 190.81 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 21 |
585 | 190.85 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 4 | 1 |
601 | 190.86 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 24 | 12 |
622 | 190.89 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 12 | 14 |
689 | 190.96 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 12 | 14 |
693 | 190.97 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 3 | 19 |
715 | 190.99 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 3 | 19 |
788 | 191.05 | temperature | 25.0 | 1440 | < th | dose dependent | sin | 5 | NA |
892 | 191.13 | temperature | 20.0 | 10 | > th | dose dependent | sin | 12 | NA |
943 | 191.16 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 10 | 12 |
950 | 191.17 | humidity | 60.0 | 270 | < th | dose independent | rect. | 16 | 1 |