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Os10g0473400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF608 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 = radiation,
response mode = < th, dose dependency = dose independent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
67.24 | 0.385 | 9.32 | -0.836 | 2.21 | 1.52 | -2.06 | 1.83 | -0.268 | 2.99 | 0.207 | 133 | 20.8 | -- |
70.57 | 0.391 | 9.32 | -0.861 | 2.12 | 1.54 | -1.32 | -- | -0.267 | 2.96 | 0.2198 | 137 | 21.5 | -- |
76.3 | 0.407 | 9.32 | -0.796 | 2.1 | 1.5 | -- | -0.387 | -0.253 | 2.86 | 0.2163 | 150 | 21.9 | -- |
76.44 | 0.407 | 9.32 | -0.787 | 2.11 | 1.52 | -- | -- | -0.257 | 2.88 | 0.2102 | 146 | 21.7 | -- |
105.36 | 0.478 | 9.29 | -0.854 | -- | 2.67 | -- | -1.77 | -0.275 | -- | 3.55 | 266 | 3.86 | -- |
107.72 | 0.487 | 9.32 | -0.888 | 3.01 | -- | -1.04 | -- | -0.32 | 3.31 | -- | -- | -- | -- |
111.2 | 0.494 | 9.32 | -0.868 | 3 | -- | -- | -- | -0.314 | 3.31 | -- | -- | -- | -- |
90.38 | 0.443 | 9.26 | -0.749 | -- | 2.88 | -- | -- | -0.188 | -- | 0.22 | 335 | 3.75 | -- |
94.38 | 0.452 | 9.33 | -- | 2.13 | 1.53 | -- | -- | -0.223 | 2.9 | 0.21 | 150 | 21.3 | -- |
619.63 | 1.16 | 9.32 | -0.74 | -- | -- | -- | -- | -0.234 | -- | -- | -- | -- | -- |
131.03 | 0.535 | 9.3 | -- | 2.98 | -- | -- | -- | -0.217 | 3.31 | -- | -- | -- | -- |
106.11 | 0.48 | 9.33 | -- | -- | 2.89 | -- | -- | -0.222 | -- | 0.21 | 319 | 3.45 | -- |
634.09 | 1.18 | 9.3 | -- | -- | -- | -- | -- | -0.152 | -- | -- | -- | -- | -- |
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 | 63.46 | wind | 5.0 | 10 | < th | dose independent | rect. | 2 | 4 |
4 | 64.74 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 20 |
5 | 64.74 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 20 |
9 | 65.16 | wind | 5.0 | 270 | < th | dose independent | rect. | 1 | 2 |
10 | 65.18 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 2 | 4 |
11 | 65.18 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 2 | 4 |
13 | 65.26 | temperature | 10.0 | 10 | > th | dose independent | rect. | 2 | 4 |
15 | 65.26 | temperature | 30.0 | 10 | < th | dose independent | rect. | 2 | 4 |
16 | 65.26 | humidity | 50.0 | 10 | > th | dose independent | rect. | 2 | 4 |
19 | 65.26 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 2 | 4 |
20 | 65.26 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 2 | 4 |
22 | 65.26 | radiation | 20.0 | 10 | < th | dose independent | rect. | 2 | 4 |
25 | 65.26 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 20 |
31 | 65.43 | wind | 9.0 | 10 | < th | dose independent | rect. | 6 | 20 |
32 | 65.56 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 2 | 4 |
54 | 66.13 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
55 | 66.13 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
58 | 66.13 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
62 | 66.13 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
67 | 66.13 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
68 | 66.13 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
72 | 66.13 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 20 |
76 | 66.19 | wind | 9.0 | 10 | < th | dose dependent | rect. | 2 | 4 |
92 | 66.87 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 2 |
93 | 66.87 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 2 |
97 | 66.90 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 21 |
99 | 66.90 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 21 |
101 | 66.91 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 20 |
102 | 66.92 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 2 |
104 | 66.92 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 2 |
105 | 66.92 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 2 |
108 | 66.92 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 2 |
109 | 66.92 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 2 |
111 | 66.92 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 2 |
116 | 66.92 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 22 |
117 | 66.92 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 2 |
144 | 67.14 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 2 |
196 | 67.55 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 2 | 4 |
201 | 67.63 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 22 |
234 | 68.07 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 20 |
253 | 68.31 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
259 | 68.45 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 2 | 4 |
268 | 68.65 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 2 | 4 |
278 | 69.01 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 2 |
301 | 69.59 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 2 | 4 |
304 | 69.62 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 2 |
333 | 70.05 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 24 | 11 |
353 | 70.14 | humidity | 50.0 | 10 | > th | dose independent | rect. | 6 | 20 |
354 | 70.14 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 20 |
438 | 70.82 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 2 |
445 | 70.89 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 2 | 9 |
457 | 71.14 | radiation | 1.0 | 90 | < th | dose independent | rect. | 2 | 9 |
497 | 71.38 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 8 |
546 | 71.58 | temperature | 20.0 | 10 | > th | dose independent | rect. | 6 | 8 |
560 | 71.77 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 1 | 2 |
609 | 72.15 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 14 | 16 |
625 | 72.25 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 2 |
672 | 72.49 | wind | 9.0 | 90 | < th | dose dependent | rect. | 6 | 20 |
675 | 72.53 | radiation | 1.0 | 270 | < th | dose independent | rect. | 24 | 11 |
749 | 72.86 | wind | 9.0 | 10 | < th | dose independent | rect. | 6 | 8 |
750 | 72.88 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 21 |
756 | 72.91 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 2 | 4 |
798 | 73.30 | wind | 9.0 | 10 | < th | dose independent | rect. | 14 | 16 |
842 | 73.49 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 8 |
844 | 73.49 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 8 |
845 | 73.49 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 8 |
846 | 73.49 | temperature | 10.0 | 10 | > th | dose independent | rect. | 14 | 16 |
849 | 73.54 | radiation | 1.0 | 90 | < th | dose dependent | sin | 3 | NA |
851 | 73.56 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 23 | 20 |
858 | 73.61 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 8 |
861 | 73.61 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 8 |
862 | 73.62 | radiation | 40.0 | 10 | < th | dose independent | rect. | 14 | 16 |
865 | 73.65 | humidity | 50.0 | 10 | > th | dose independent | rect. | 6 | 8 |
910 | 73.92 | wind | 1.0 | 30 | > th | dose independent | rect. | 6 | 21 |
921 | 74.06 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 8 |
924 | 74.06 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 15 | 16 |
952 | 74.28 | wind | 1.0 | 10 | > th | dose independent | rect. | 6 | 8 |
991 | 74.58 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 1 | 2 |
997 | 74.62 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 14 | 16 |