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Os08g0113600 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
109.98 | 0.493 | 2.91 | 0.0521 | 0.494 | 0.811 | 0.0582 | -0.0128 | 0.126 | 2.03 | 81 | 1317 | -- | -- |
109.98 | 0.488 | 2.91 | 0.0514 | 0.494 | 0.811 | 0.059 | -- | 0.126 | 2.03 | 80.98 | 1316 | -- | -- |
110 | 0.488 | 2.91 | 0.0513 | 0.494 | 0.81 | -- | -0.0259 | 0.126 | 2.07 | 80.95 | 1316 | -- | -- |
110 | 0.488 | 2.91 | 0.0491 | 0.494 | 0.809 | -- | -- | 0.126 | 2.07 | 80.97 | 1316 | -- | -- |
118.13 | 0.506 | 2.91 | 0.109 | -- | 0.974 | -- | -0.161 | 0.114 | -- | 78.97 | 1662 | -- | -- |
118.62 | 0.511 | 2.92 | 0.0314 | 0.417 | -- | -0.0173 | -- | 0.0751 | 1.96 | -- | -- | -- | -- |
118.62 | 0.51 | 2.92 | 0.0319 | 0.416 | -- | -- | -- | 0.0752 | 1.94 | -- | -- | -- | -- |
118.1 | 0.506 | 2.91 | 0.049 | -- | 0.959 | -- | -- | 0.13 | -- | 80.14 | 1670 | -- | -- |
110.06 | 0.489 | 2.91 | -- | 0.495 | 0.807 | -- | -- | 0.12 | 2.07 | 80.94 | 1316 | -- | -- |
129.08 | 0.531 | 2.92 | 0.0491 | -- | -- | -- | -- | 0.0849 | -- | -- | -- | -- | -- |
118.65 | 0.51 | 2.93 | -- | 0.417 | -- | -- | -- | 0.0717 | 1.95 | -- | -- | -- | -- |
118.16 | 0.506 | 2.91 | -- | -- | 0.959 | -- | -- | 0.125 | -- | 80.46 | 1670 | -- | -- |
129.14 | 0.53 | 2.92 | -- | -- | -- | -- | -- | 0.0795 | -- | -- | -- | -- | -- |
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 | 107.27 | humidity | 70 | 720 | > th | dose dependent | rect. | 19 | 1 |
3 | 107.51 | radiation | 10 | 720 | < th | dose independent | rect. | 14 | 6 |
4 | 107.62 | humidity | 60 | 720 | > th | dose dependent | rect. | 15 | 5 |
7 | 107.92 | radiation | 10 | 720 | < th | dose independent | rect. | 14 | 13 |
10 | 108.08 | wind | 1 | 90 | < th | dose dependent | rect. | 13 | 2 |
24 | 108.49 | humidity | 80 | 720 | > th | dose independent | rect. | 15 | 5 |
35 | 108.63 | radiation | 10 | 1440 | < th | dose independent | rect. | 15 | 1 |
36 | 108.63 | humidity | 80 | 720 | > th | dose independent | rect. | 12 | 8 |
38 | 108.64 | humidity | 60 | 720 | > th | dose dependent | rect. | 13 | 14 |
46 | 108.79 | temperature | 30 | 10 | > th | dose independent | rect. | 14 | 1 |
59 | 108.92 | humidity | 80 | 720 | > th | dose independent | rect. | 9 | 11 |
66 | 109.00 | humidity | 60 | 720 | > th | dose dependent | sin | 17 | NA |
76 | 109.07 | humidity | 80 | 1440 | > th | dose independent | rect. | 6 | 11 |
92 | 109.12 | radiation | 10 | 720 | < th | dose dependent | rect. | 8 | 12 |
93 | 109.12 | humidity | 60 | 720 | > th | dose dependent | rect. | 9 | 18 |
98 | 109.14 | humidity | 80 | 720 | > th | dose independent | rect. | 8 | 20 |
110 | 109.18 | humidity | 80 | 720 | > th | dose independent | rect. | 9 | 18 |
115 | 109.20 | humidity | 80 | 1440 | > th | dose independent | sin | 2 | NA |
121 | 109.22 | radiation | 10 | 720 | < th | dose dependent | rect. | 22 | 22 |
125 | 109.25 | humidity | 70 | 720 | > th | dose dependent | rect. | 9 | 11 |
131 | 109.27 | humidity | 80 | 1440 | < th | dose independent | rect. | 7 | 10 |
138 | 109.29 | radiation | 20 | 720 | < th | dose dependent | rect. | 13 | 7 |
168 | 109.38 | humidity | 80 | 1440 | < th | dose independent | sin | 2 | NA |
177 | 109.40 | wind | 1 | 90 | < th | dose independent | rect. | 13 | 1 |
186 | 109.43 | humidity | 80 | 720 | > th | dose independent | rect. | 12 | 15 |
196 | 109.46 | humidity | 70 | 1440 | > th | dose independent | rect. | 10 | 3 |
264 | 109.64 | radiation | 10 | 720 | < th | dose independent | sin | 14 | NA |
329 | 109.80 | temperature | 20 | 10 | > th | dose independent | rect. | 19 | 9 |
352 | 109.82 | humidity | 80 | 720 | > th | dose independent | sin | 20 | NA |
361 | 109.84 | temperature | 20 | 30 | > th | dose independent | rect. | 19 | 12 |
362 | 109.84 | humidity | 80 | 1440 | > th | dose independent | rect. | 19 | 22 |
390 | 109.89 | humidity | 70 | 1440 | > th | dose dependent | rect. | 9 | 6 |
398 | 109.91 | humidity | 70 | 1440 | < th | dose independent | rect. | 10 | 3 |
413 | 109.94 | humidity | 80 | 720 | < th | dose independent | rect. | 12 | 10 |
420 | 109.94 | humidity | 70 | 1440 | > th | dose dependent | rect. | 10 | 4 |
443 | 109.97 | humidity | 80 | 1440 | < th | dose independent | rect. | 19 | 22 |
554 | 110.10 | humidity | 80 | 720 | > th | dose independent | sin | 17 | NA |
564 | 110.11 | humidity | 60 | 30 | > th | dose dependent | rect. | 19 | 1 |
725 | 110.29 | wind | 1 | 720 | < th | dose independent | rect. | 16 | 3 |
731 | 110.29 | radiation | 10 | 1440 | > th | dose independent | rect. | 13 | 22 |
759 | 110.32 | radiation | 20 | 720 | < th | dose dependent | rect. | 14 | 13 |
770 | 110.33 | humidity | 90 | 1440 | < th | dose dependent | rect. | 23 | 17 |
797 | 110.35 | humidity | 90 | 1440 | < th | dose dependent | rect. | 1 | 15 |
798 | 110.36 | humidity | 80 | 10 | > th | dose independent | rect. | 19 | 1 |
837 | 110.39 | humidity | 80 | 720 | < th | dose independent | sin | 20 | NA |
839 | 110.39 | radiation | 10 | 1440 | > th | dose independent | rect. | 8 | 3 |
875 | 110.40 | radiation | 10 | 720 | < th | dose dependent | rect. | 8 | 19 |
881 | 110.41 | radiation | 10 | 1440 | > th | dose independent | rect. | 8 | 9 |
890 | 110.41 | radiation | 10 | 720 | > th | dose independent | rect. | 11 | 21 |
927 | 110.43 | humidity | 80 | 720 | < th | dose independent | rect. | 10 | 15 |
967 | 110.45 | temperature | 20 | 90 | > th | dose independent | rect. | 23 | 8 |
979 | 110.45 | radiation | 20 | 1440 | < th | dose dependent | rect. | 8 | 8 |