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Os04g0508900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Ssl1-like 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 = wind,
response mode = > th, dose dependency = dose independent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
53.2 | 0.34 | 2.91 | 0.689 | 0.0611 | 24.5 | -0.126 | 118 | 0.0788 | 16 | 7 | 90 | 3 | 6 |
804.92 | 1.32 | 3.16 | 0.936 | 0.187 | 24.7 | 0.374 | -- | 0.327 | 3.8 | 6.555 | 6 | 3.25 | 6.25 |
53.22 | 0.34 | 2.91 | 0.689 | 0.0656 | 24.6 | -- | 118 | 0.078 | 17.3 | 7.001 | 91 | 3 | 6 |
84.52 | 0.428 | 2.78 | 0.0603 | 0.0703 | 0.366 | -- | -- | 0.0792 | 16.3 | 4.705 | 5 | 3.82 | 7.88 |
53.45 | 0.34 | 2.91 | 0.688 | -- | 24.6 | -- | 119 | 0.0759 | -- | 7 | 89 | 3 | 5.99 |
85.27 | 0.433 | 2.78 | 0.0534 | 0.0649 | -- | -0.114 | -- | 0.0688 | 15 | -- | -- | -- | -- |
85.31 | 0.433 | 2.78 | 0.0509 | 0.0641 | -- | -- | -- | 0.0681 | 14.7 | -- | -- | -- | -- |
83.6 | 0.426 | 2.77 | 0.106 | -- | 0.429 | -- | -- | 0.0954 | -- | 4.801 | 24 | 3.79 | 7.85 |
81.04 | 0.419 | 2.81 | -- | 0.105 | 0.894 | -- | -- | 0.0612 | 15.6 | 5 | 102 | 2.73 | 7 |
85.55 | 0.432 | 2.78 | 0.0481 | -- | -- | -- | -- | 0.0665 | -- | -- | -- | -- | -- |
85.38 | 0.432 | 2.78 | -- | 0.0632 | -- | -- | -- | 0.0624 | 14.7 | -- | -- | -- | -- |
80.35 | 0.417 | 2.78 | -- | -- | 1.11 | -- | -- | 0.0822 | -- | 5.147 | 102 | 3.33 | 6.45 |
85.62 | 0.432 | 2.78 | -- | -- | -- | -- | -- | 0.0611 | -- | -- | -- | -- | -- |
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 | 53.20 | wind | 7.0 | 90 | > th | dose independent | rect. | 3 | 6 |
2 | 53.20 | wind | 7.0 | 90 | > th | dose independent | rect. | 1 | 8 |
3 | 53.21 | wind | 7.0 | 90 | > th | dose independent | rect. | 8 | 1 |
9 | 53.21 | wind | 7.0 | 90 | > th | dose dependent | rect. | 8 | 1 |
46 | 68.56 | radiation | 20.0 | 270 | > th | dose dependent | rect. | 6 | 1 |
61 | 69.04 | radiation | 20.0 | 270 | > th | dose independent | rect. | 6 | 1 |
78 | 70.53 | radiation | 40.0 | 90 | > th | dose dependent | rect. | 8 | 1 |
95 | 70.63 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 9 | 1 |
108 | 72.76 | wind | 5.0 | 90 | > th | dose independent | rect. | 23 | 11 |
110 | 72.92 | wind | 5.0 | 90 | > th | dose dependent | rect. | 23 | 11 |
111 | 73.01 | wind | 7.0 | 720 | > th | dose independent | rect. | 8 | 1 |
166 | 74.30 | wind | 5.0 | 720 | > th | dose dependent | rect. | 8 | 1 |
235 | 76.28 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 9 | 9 |
243 | 76.46 | wind | 7.0 | 720 | > th | dose dependent | rect. | 1 | 8 |
281 | 77.52 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 8 | 1 |
284 | 77.57 | wind | 5.0 | 90 | > th | dose dependent | rect. | 17 | 17 |
289 | 77.66 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 9 | 7 |
310 | 78.02 | humidity | 70.0 | 90 | < th | dose independent | rect. | 8 | 2 |
317 | 78.19 | temperature | 25.0 | 10 | < th | dose independent | rect. | 9 | 1 |
418 | 78.70 | wind | 5.0 | 30 | > th | dose dependent | rect. | 15 | 19 |
433 | 78.90 | wind | 5.0 | 90 | > th | dose independent | rect. | 17 | 17 |
451 | 79.13 | wind | 5.0 | 90 | > th | dose independent | rect. | 15 | 19 |
457 | 79.16 | wind | 7.0 | 1440 | < th | dose independent | rect. | 1 | 8 |
492 | 79.25 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 6 | 1 |
519 | 79.45 | wind | 7.0 | 1440 | < th | dose independent | rect. | 8 | 1 |
565 | 79.69 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 9 | 1 |
570 | 79.72 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 17 | 1 |
582 | 79.77 | wind | 7.0 | 1440 | < th | dose independent | rect. | 6 | 3 |
598 | 79.86 | radiation | 20.0 | 90 | > th | dose independent | rect. | 8 | 1 |
627 | 80.01 | radiation | 20.0 | 10 | < th | dose independent | rect. | 10 | 1 |
739 | 80.45 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 17 | 1 |
740 | 80.45 | temperature | 25.0 | 10 | < th | dose dependent | sin | 22 | NA |
741 | 80.45 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 17 | 1 |
758 | 80.52 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 17 | 1 |
850 | 80.83 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 1 | 6 |
857 | 80.87 | humidity | 90.0 | 720 | < th | dose independent | rect. | 5 | 1 |
866 | 80.88 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 20 | 1 |
884 | 80.94 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 7 | 7 |
890 | 80.96 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 18 | 3 |
942 | 81.08 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 8 | 15 |
992 | 81.18 | radiation | 20.0 | 90 | > th | dose dependent | rect. | 8 | 1 |
995 | 81.19 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 21 | 1 |