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Os12g0638200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Peptide transporter.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
152.74 | 0.581 | 5.5 | -2.43 | 0.0277 | -2.34 | -3.91 | 5.48 | -0.299 | 13.1 | 14.69 | 106 | -- | -- |
170.8 | 0.613 | 5.6 | -3.24 | 0.218 | -2.42 | -2.7 | -- | -0.494 | 11.9 | 14.69 | 106 | -- | -- |
193.59 | 0.648 | 5.45 | -2.11 | 0.818 | -1.53 | -- | 6.95 | -0.278 | 2.67 | -15.38 | 950 | -- | -- |
200.64 | 0.66 | 5.58 | -3.29 | 0.208 | -2.49 | -- | -- | -0.482 | 10.7 | 14.71 | 48 | -- | -- |
205.13 | 0.671 | 5.61 | -3.33 | -- | -2.26 | -- | 0.382 | -0.516 | -- | 14.8 | 440 | -- | -- |
226.87 | 0.706 | 5.68 | -3.73 | 0.573 | -- | 3.03 | -- | -0.834 | 2.13 | -- | -- | -- | -- |
256.7 | 0.75 | 5.68 | -3.83 | 0.672 | -- | -- | -- | -0.855 | 3.88 | -- | -- | -- | -- |
202.41 | 0.663 | 5.61 | -3.35 | -- | -2.29 | -- | -- | -0.524 | -- | 14.78 | 71 | -- | -- |
471.01 | 1.02 | 5.47 | -- | 0.645 | -4.02 | -- | -- | 0.049 | 12.7 | 8.433 | 65 | -- | -- |
281.46 | 0.784 | 5.68 | -3.8 | -- | -- | -- | -- | -0.837 | -- | -- | -- | -- | -- |
642.45 | 1.19 | 5.58 | -- | 0.597 | -- | -- | -- | -0.429 | 3.96 | -- | -- | -- | -- |
478.9 | 1.02 | 5.5 | -- | -- | -3.45 | -- | -- | -0.0317 | -- | 13.86 | 96 | -- | -- |
661.97 | 1.2 | 5.59 | -- | -- | -- | -- | -- | -0.416 | -- | -- | -- | -- | -- |
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 | 151.33 | temperature | 15 | 90 | > th | dose dependent | rect. | 1 | 23 |
2 | 152.88 | temperature | 15 | 90 | > th | dose dependent | no | NA | NA |
4 | 153.25 | temperature | 30 | 90 | < th | dose dependent | rect. | 3 | 23 |
8 | 153.85 | temperature | 30 | 90 | < th | dose dependent | rect. | 17 | 23 |
9 | 153.88 | temperature | 15 | 90 | > th | dose dependent | rect. | 9 | 23 |
13 | 154.62 | temperature | 30 | 270 | < th | dose dependent | no | NA | NA |
19 | 155.26 | temperature | 30 | 30 | < th | dose dependent | rect. | 19 | 23 |
21 | 155.56 | temperature | 15 | 270 | > th | dose dependent | rect. | 22 | 23 |
23 | 155.67 | temperature | 30 | 270 | < th | dose dependent | rect. | 15 | 23 |
34 | 156.15 | temperature | 15 | 10 | > th | dose dependent | rect. | 9 | 23 |
36 | 156.19 | temperature | 15 | 270 | > th | dose dependent | rect. | 6 | 23 |
42 | 156.61 | temperature | 15 | 270 | > th | dose dependent | rect. | 19 | 23 |
44 | 156.65 | temperature | 30 | 30 | < th | dose dependent | rect. | 13 | 23 |
53 | 156.95 | temperature | 30 | 30 | < th | dose dependent | rect. | 11 | 23 |
59 | 157.26 | temperature | 30 | 270 | < th | dose dependent | rect. | 10 | 23 |
81 | 158.45 | temperature | 30 | 30 | < th | dose dependent | rect. | 23 | 23 |
135 | 161.05 | temperature | 15 | 270 | > th | dose dependent | rect. | 13 | 23 |
145 | 161.56 | temperature | 30 | 30 | < th | dose dependent | rect. | 9 | 23 |
196 | 162.93 | temperature | 15 | 30 | > th | dose dependent | sin | 22 | NA |
224 | 163.59 | temperature | 30 | 10 | < th | dose dependent | rect. | 7 | 23 |
332 | 166.48 | temperature | 30 | 270 | < th | dose dependent | sin | 0 | NA |
357 | 166.95 | temperature | 20 | 10 | > th | dose dependent | rect. | 9 | 20 |
395 | 167.62 | humidity | 50 | 43200 | < th | dose dependent | rect. | 15 | 17 |
435 | 168.25 | humidity | 50 | 43200 | < th | dose dependent | rect. | 15 | 1 |
483 | 168.72 | humidity | 50 | 43200 | < th | dose dependent | rect. | 15 | 7 |
571 | 169.66 | humidity | 50 | 43200 | < th | dose independent | rect. | 14 | 8 |
591 | 169.77 | humidity | 50 | 43200 | < th | dose independent | sin | 13 | NA |
597 | 169.83 | humidity | 50 | 43200 | < th | dose independent | rect. | 14 | 15 |
603 | 169.87 | temperature | 20 | 30 | > th | dose dependent | rect. | 9 | 15 |
632 | 170.15 | temperature | 15 | 720 | > th | dose dependent | rect. | 22 | 19 |
641 | 170.23 | humidity | 50 | 43200 | < th | dose independent | rect. | 15 | 3 |
654 | 170.31 | temperature | 30 | 720 | < th | dose dependent | sin | 4 | NA |
663 | 170.38 | humidity | 50 | 43200 | > th | dose independent | rect. | 17 | 1 |
670 | 170.44 | temperature | 30 | 720 | < th | dose dependent | rect. | 1 | 16 |
675 | 170.46 | humidity | 50 | 43200 | < th | dose independent | rect. | 15 | 1 |
690 | 170.53 | humidity | 50 | 43200 | < th | dose independent | rect. | 17 | 1 |
703 | 170.61 | humidity | 90 | 43200 | < th | dose dependent | rect. | 6 | 12 |
709 | 170.66 | humidity | 80 | 43200 | < th | dose dependent | rect. | 11 | 7 |
718 | 170.68 | humidity | 80 | 43200 | < th | dose dependent | rect. | 12 | 4 |
741 | 170.75 | temperature | 30 | 270 | < th | dose dependent | rect. | 4 | 13 |
748 | 170.78 | humidity | 50 | 43200 | < th | dose dependent | sin | 12 | NA |
749 | 170.78 | humidity | 60 | 43200 | < th | dose dependent | rect. | 17 | 1 |
817 | 170.98 | humidity | 80 | 43200 | < th | dose dependent | sin | 23 | NA |
821 | 170.99 | humidity | 60 | 43200 | < th | dose independent | rect. | 5 | 8 |
882 | 171.15 | humidity | 80 | 43200 | < th | dose dependent | rect. | 12 | 1 |
934 | 171.27 | humidity | 50 | 43200 | > th | dose independent | rect. | 14 | 9 |
937 | 171.27 | humidity | 50 | 43200 | > th | dose independent | rect. | 14 | 13 |