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Os11g0481200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF246, plant family 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45.66 | 0.317 | 11.7 | 0.245 | 1.3 | 0.438 | -0.875 | -0.875 | 0.0796 | 15.3 | 10.01 | 121 | -- | -- |
47.21 | 0.32 | 11.6 | 0.212 | 1.32 | 0.412 | -1.6 | -- | 0.0687 | 15.1 | 10.02 | 184 | -- | -- |
46.98 | 0.319 | 11.7 | 0.216 | 1.28 | 0.44 | -- | -1.35 | 0.063 | 15.3 | 10.02 | 142 | -- | -- |
55.69 | 0.348 | 11.7 | 0.238 | 1.29 | 0.405 | -- | -- | 0.0731 | 15.3 | 10 | 169 | -- | -- |
50.39 | 0.331 | 11.7 | 0.158 | -- | 1.44 | -- | -1.67 | 0.0513 | -- | 1.27 | 375 | -- | -- |
51.94 | 0.338 | 11.6 | 0.326 | 1.65 | -- | -1.51 | -- | 0.125 | 14.8 | -- | -- | -- | -- |
59.84 | 0.362 | 11.6 | 0.289 | 1.65 | -- | -- | -- | 0.116 | 14.8 | -- | -- | -- | -- |
60.48 | 0.362 | 11.7 | 0.206 | -- | 1.43 | -- | -- | 0.058 | -- | 1.45 | 379 | -- | -- |
57.03 | 0.352 | 11.7 | -- | 1.29 | 0.419 | -- | -- | 0.0686 | 15.2 | 10 | 170 | -- | -- |
217.87 | 0.69 | 11.7 | 0.219 | -- | -- | -- | -- | 0.0738 | -- | -- | -- | -- | -- |
62.05 | 0.368 | 11.7 | -- | 1.65 | -- | -- | -- | 0.0837 | 14.8 | -- | -- | -- | -- |
60.92 | 0.364 | 11.7 | -- | -- | 1.48 | -- | -- | 0.0569 | -- | 0.54 | 417 | -- | -- |
219.13 | 0.691 | 11.7 | -- | -- | -- | -- | -- | 0.0495 | -- | -- | -- | -- | -- |
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 | 42.00 | radiation | 1.0 | 270 | > th | dose independent | sin | 2 | NA |
2 | 42.13 | radiation | 1.0 | 270 | < th | dose independent | sin | 2 | NA |
3 | 42.38 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 21 |
5 | 42.48 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 23 | 21 |
6 | 42.50 | radiation | 1.0 | 270 | < th | dose dependent | sin | 2 | NA |
7 | 42.64 | humidity | 60.0 | 90 | > th | dose dependent | rect. | 1 | 21 |
9 | 42.66 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 18 |
12 | 42.74 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 2 | 20 |
15 | 42.78 | humidity | 90.0 | 270 | < th | dose independent | rect. | 7 | 17 |
19 | 42.81 | radiation | 1.0 | 270 | > th | dose independent | rect. | 18 | 21 |
24 | 42.88 | radiation | 1.0 | 270 | > th | dose independent | rect. | 5 | 10 |
27 | 42.92 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 17 |
50 | 43.03 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 22 | 16 |
62 | 43.13 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 22 | 16 |
108 | 43.36 | humidity | 70.0 | 10 | > th | dose independent | rect. | 2 | 20 |
134 | 43.53 | humidity | 80.0 | 270 | > th | dose independent | rect. | 24 | 19 |
135 | 43.53 | humidity | 80.0 | 90 | > th | dose independent | rect. | 1 | 21 |
136 | 43.53 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 20 | 17 |
183 | 43.65 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 7 |
238 | 43.86 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 23 | 4 |
271 | 43.96 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 2 | 20 |
300 | 44.07 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 20 |
339 | 44.20 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 21 | 2 |
351 | 44.24 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 20 | 4 |
361 | 44.27 | humidity | 90.0 | 270 | < th | dose independent | rect. | 21 | 2 |
365 | 44.28 | temperature | 15.0 | 270 | > th | dose independent | rect. | 6 | 8 |
369 | 44.29 | humidity | 90.0 | 270 | < th | dose independent | rect. | 20 | 4 |
393 | 44.37 | humidity | 90.0 | 270 | < th | dose independent | rect. | 6 | 8 |
395 | 44.37 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 24 | 10 |
407 | 44.39 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 2 | 18 |
410 | 44.40 | humidity | 70.0 | 90 | > th | dose dependent | sin | 2 | NA |
412 | 44.40 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 15 | 18 |
415 | 44.41 | wind | 7.0 | 10 | < th | dose independent | rect. | 9 | 17 |
421 | 44.42 | radiation | 40.0 | 30 | < th | dose independent | rect. | 2 | 20 |
442 | 44.46 | radiation | 30.0 | 90 | < th | dose independent | rect. | 1 | 10 |
468 | 44.50 | radiation | 20.0 | 10 | < th | dose independent | rect. | 2 | 20 |
469 | 44.50 | radiation | 20.0 | 90 | < th | dose independent | rect. | 1 | 21 |
474 | 44.51 | radiation | 20.0 | 270 | < th | dose independent | rect. | 24 | 19 |
488 | 44.54 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 1 | 11 |
501 | 44.56 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 22 | 4 |
537 | 44.62 | wind | 7.0 | 90 | < th | dose independent | rect. | 9 | 16 |
553 | 44.65 | temperature | 15.0 | 90 | > th | dose independent | rect. | 9 | 16 |
680 | 44.79 | wind | 7.0 | 270 | < th | dose independent | rect. | 20 | 17 |
695 | 44.80 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 19 | 19 |
710 | 44.83 | wind | 7.0 | 10 | < th | dose independent | rect. | 22 | 16 |
729 | 44.85 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 19 |
740 | 44.86 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 2 | 10 |
759 | 44.89 | humidity | 80.0 | 10 | < th | dose independent | rect. | 9 | 7 |
765 | 44.89 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 13 |
770 | 44.89 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 11 | 22 |
781 | 44.91 | humidity | 90.0 | 90 | < th | dose independent | rect. | 22 | 16 |
786 | 44.91 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 22 | 19 |
797 | 44.93 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 11 | 8 |
811 | 44.95 | wind | 1.0 | 270 | > th | dose independent | rect. | 21 | 2 |
820 | 44.96 | humidity | 80.0 | 10 | < th | dose independent | rect. | 9 | 5 |
869 | 45.00 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 20 | 15 |
874 | 45.00 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 20 | 15 |
895 | 45.03 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 9 | 16 |
902 | 45.03 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 9 | 16 |
904 | 45.04 | radiation | 40.0 | 270 | < th | dose independent | rect. | 11 | 9 |
925 | 45.06 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 21 | 2 |
927 | 45.06 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 18 |
928 | 45.06 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 21 | 2 |
938 | 45.07 | wind | 1.0 | 30 | > th | dose independent | rect. | 22 | 4 |
949 | 45.08 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 9 | 17 |
955 | 45.08 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 9 | 17 |
981 | 45.10 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 13 | 22 |
983 | 45.11 | temperature | 10.0 | 270 | > th | dose independent | rect. | 21 | 2 |
984 | 45.11 | temperature | 30.0 | 270 | < th | dose independent | rect. | 21 | 2 |
985 | 45.11 | humidity | 50.0 | 270 | > th | dose independent | rect. | 21 | 2 |
988 | 45.11 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 21 | 2 |
989 | 45.11 | radiation | 1.0 | 270 | < th | dose independent | rect. | 21 | 2 |
994 | 45.11 | wind | 7.0 | 270 | < th | dose independent | rect. | 6 | 8 |
997 | 45.11 | wind | 1.0 | 30 | > th | dose independent | rect. | 9 | 17 |
998 | 45.11 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 20 | 17 |
1000 | 45.11 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 22 |