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Os11g0685400 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
174.06 | 0.62 | 3.68 | 2.2 | 0.361 | -1.11 | 2.11 | 3.33 | 0.347 | 3.89 | 15.1 | 424 | -- | -- |
182.11 | 0.629 | 3.76 | 1.74 | 0.433 | -0.91 | 1.76 | -- | 0.198 | 3.56 | 15 | 516 | -- | -- |
184.53 | 0.633 | 3.69 | 2.16 | 0.598 | -0.896 | -- | 2.99 | 0.311 | 4.05 | 13.55 | 806 | -- | -- |
187.78 | 0.638 | 3.76 | 1.62 | 0.318 | -1.1 | -- | -- | 0.181 | 4.87 | 14.8 | 336 | -- | -- |
191.02 | 0.644 | 3.69 | 2.07 | -- | -1.5 | -- | 2.24 | 0.394 | -- | 15.3 | 387 | -- | -- |
194.83 | 0.654 | 3.78 | 1.39 | 0.62 | -- | 1.68 | -- | 0.038 | 4.43 | -- | -- | -- | -- |
201.64 | 0.665 | 3.78 | 1.38 | 0.65 | -- | -- | -- | 0.0292 | 5.11 | -- | -- | -- | -- |
186.56 | 0.636 | 3.77 | 1.57 | -- | -1.13 | -- | -- | 0.149 | -- | 24.33 | 328 | -- | -- |
250.17 | 0.737 | 3.81 | -- | 0.572 | -0.358 | -- | -- | -0.0822 | 5.03 | 4.68 | 312 | -- | -- |
223.79 | 0.699 | 3.79 | 1.4 | -- | -- | -- | -- | 0.0457 | -- | -- | -- | -- | -- |
251.72 | 0.742 | 3.82 | -- | 0.674 | -- | -- | -- | -0.124 | 5.04 | -- | -- | -- | -- |
250.83 | 0.738 | 3.81 | -- | -- | -0.924 | -- | -- | -0.0518 | -- | 24.68 | 276 | -- | -- |
275.61 | 0.775 | 3.83 | -- | -- | -- | -- | -- | -0.11 | -- | -- | -- | -- | -- |
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 | 168.32 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 8 | 2 |
4 | 169.06 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 6 | 14 |
5 | 169.24 | radiation | 20.0 | 4320 | > th | dose independent | rect. | 6 | 2 |
22 | 169.57 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 5 | 7 |
43 | 169.78 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 6 | 7 |
47 | 169.94 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 24 | 12 |
57 | 170.27 | radiation | 20.0 | 4320 | > th | dose dependent | rect. | 6 | 3 |
83 | 170.56 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 20 | 4 |
92 | 170.70 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 19 | 7 |
107 | 170.89 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 7 | 11 |
119 | 171.03 | temperature | 15.0 | 720 | > th | dose dependent | sin | 3 | NA |
129 | 171.15 | temperature | 20.0 | 720 | < th | dose dependent | sin | 6 | NA |
139 | 171.24 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 6 | 5 |
140 | 171.26 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 20 | 1 |
169 | 171.59 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 1 | 15 |
213 | 171.82 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 2 | 12 |
223 | 171.89 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 18 | 15 |
231 | 171.93 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 20 | 13 |
235 | 171.96 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 3 | 6 |
239 | 171.97 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 1 | 1 |
241 | 171.98 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 5 | 4 |
246 | 171.99 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 24 | 9 |
323 | 172.32 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 14 | NA |
335 | 172.42 | temperature | 10.0 | 270 | > th | dose dependent | sin | 23 | NA |
342 | 172.44 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 18 | 15 |
355 | 172.52 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 23 | 22 |
374 | 172.70 | temperature | 30.0 | 720 | < th | dose dependent | sin | 4 | NA |
393 | 172.77 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 7 | 5 |
398 | 172.81 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 20 | 1 |
417 | 172.89 | temperature | 25.0 | 270 | > th | dose independent | rect. | 23 | 21 |
453 | 173.07 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 9 | 2 |
481 | 173.23 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 24 | 15 |
526 | 173.35 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 24 | 16 |
527 | 173.36 | temperature | 30.0 | 270 | < th | dose dependent | sin | 23 | NA |
530 | 173.37 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 8 | 2 |
531 | 173.37 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 8 | 2 |
553 | 173.49 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 24 | 13 |
561 | 173.51 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 18 | 6 |
581 | 173.58 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 6 | 1 |
583 | 173.58 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 6 | 1 |
616 | 173.64 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 10 | 2 |
632 | 173.68 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 18 | 14 |
635 | 173.69 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 18 | 16 |
664 | 173.75 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 6 | 15 |
667 | 173.76 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 18 | 11 |
686 | 173.79 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 8 | 13 |
698 | 173.81 | temperature | 20.0 | 720 | < th | dose independent | rect. | 24 | 12 |
731 | 173.88 | radiation | 1.0 | 720 | > th | dose independent | rect. | 17 | 21 |
756 | 173.92 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 10 | 2 |
770 | 173.95 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 9 | 2 |
801 | 174.00 | humidity | 90.0 | 270 | > th | dose independent | rect. | 9 | 3 |
805 | 174.00 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 9 | 23 |
858 | 174.10 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 23 |
924 | 174.20 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 19 | 6 |
937 | 174.22 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 7 | 2 |
945 | 174.25 | humidity | 90.0 | 14400 | > th | dose dependent | no | NA | NA |
973 | 174.31 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 1 | 23 |