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Os01g0658500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF852, eukaryotic 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
17.93 | 0.199 | 9.91 | -0.315 | 1.11 | -0.202 | 0.454 | 0.604 | 0.0649 | 7.72 | 13.66 | 23 | -- | -- |
19.45 | 0.205 | 9.91 | -0.304 | 1.12 | -0.229 | 0.865 | -- | 0.0676 | 7.91 | 12 | 22 | -- | -- |
18.4 | 0.2 | 9.91 | -0.304 | 1.1 | -0.188 | -- | 0.741 | 0.0641 | 7.65 | 13.63 | 22 | -- | -- |
21.5 | 0.216 | 9.91 | -0.287 | 1.1 | -0.188 | -- | -- | 0.063 | 7.7 | 12.5 | 23 | -- | -- |
26.95 | 0.242 | 9.93 | -0.293 | -- | -1.42 | -- | 0.807 | 0.0998 | -- | 1.88 | 838 | -- | -- |
21.3 | 0.216 | 9.92 | -0.319 | 1.05 | -- | 0.719 | -- | 0.0497 | 7.18 | -- | -- | -- | -- |
22.61 | 0.223 | 9.92 | -0.305 | 1.05 | -- | -- | -- | 0.0475 | 7.07 | -- | -- | -- | -- |
24.73 | 0.232 | 9.93 | -0.221 | -- | -1.42 | -- | -- | 0.111 | -- | 1.561 | 851 | -- | -- |
23.72 | 0.227 | 9.91 | -- | 1.11 | -0.193 | -- | -- | 0.088 | 7.73 | 13.56 | 22 | -- | -- |
81.02 | 0.421 | 9.95 | -0.285 | -- | -- | -- | -- | 0.0665 | -- | -- | -- | -- | -- |
25.07 | 0.234 | 9.91 | -- | 1.05 | -- | -- | -- | 0.0815 | 7.09 | -- | -- | -- | -- |
25.88 | 0.237 | 9.93 | -- | -- | -1.42 | -- | -- | 0.126 | -- | 1.29 | 857 | -- | -- |
83.15 | 0.426 | 9.94 | -- | -- | -- | -- | -- | 0.098 | -- | -- | -- | -- | -- |
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 | 17.57 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 11 | 20 |
2 | 17.58 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 24 | 23 |
3 | 17.59 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 10 |
4 | 17.63 | radiation | 30.0 | 270 | < th | dose independent | rect. | 11 | 20 |
12 | 17.71 | radiation | 10.0 | 270 | > th | dose independent | rect. | 14 | 22 |
35 | 17.83 | temperature | 15.0 | 270 | > th | dose independent | rect. | 7 | 10 |
53 | 17.85 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 10 |
57 | 17.87 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 17 | 14 |
64 | 17.90 | radiation | 10.0 | 30 | > th | dose independent | sin | 0 | NA |
76 | 17.93 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 10 |
78 | 17.94 | radiation | 20.0 | 270 | < th | dose independent | rect. | 17 | 14 |
89 | 17.96 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 14 |
92 | 17.96 | radiation | 10.0 | 10 | > th | dose independent | rect. | 14 | 23 |
93 | 17.97 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 10 |
95 | 17.97 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 10 |
97 | 17.97 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 14 |
100 | 17.97 | humidity | 70.0 | 270 | > th | dose independent | rect. | 11 | 20 |
106 | 17.97 | radiation | 30.0 | 30 | < th | dose dependent | rect. | 19 | 23 |
109 | 17.98 | radiation | 10.0 | 30 | < th | dose independent | rect. | 19 | 23 |
118 | 18.00 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 10 |
119 | 18.00 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 14 |
121 | 18.00 | radiation | 10.0 | 270 | < th | dose independent | rect. | 24 | 23 |
122 | 18.00 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 10 |
134 | 18.02 | radiation | 10.0 | 30 | > th | dose independent | rect. | 8 | 9 |
164 | 18.04 | radiation | 10.0 | 10 | > th | dose independent | rect. | 16 | 21 |
177 | 18.06 | radiation | 10.0 | 10 | > th | dose independent | rect. | 16 | 23 |
179 | 18.07 | radiation | 10.0 | 270 | > th | dose independent | sin | 3 | NA |
192 | 18.09 | radiation | 10.0 | 10 | > th | dose independent | rect. | 6 | 7 |
199 | 18.09 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 14 |
223 | 18.11 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 14 |
235 | 18.11 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 14 |
271 | 18.14 | radiation | 20.0 | 90 | < th | dose independent | rect. | 19 | 15 |
276 | 18.14 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 9 | 23 |
283 | 18.15 | radiation | 20.0 | 10 | < th | dose independent | rect. | 9 | 23 |
298 | 18.16 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 7 | 12 |
374 | 18.20 | radiation | 10.0 | 30 | > th | dose independent | no | NA | NA |
457 | 18.20 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 14 | 22 |
461 | 18.21 | wind | 7.0 | 270 | < th | dose independent | rect. | 7 | 5 |
464 | 18.21 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 14 |
471 | 18.21 | radiation | 10.0 | 270 | < th | dose dependent | no | NA | NA |
504 | 18.23 | radiation | 10.0 | 270 | > th | dose independent | rect. | 7 | 5 |
609 | 18.24 | temperature | 15.0 | 270 | > th | dose independent | rect. | 7 | 5 |
698 | 18.26 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 1 | 23 |
744 | 18.28 | radiation | 1.0 | 10 | > th | dose dependent | sin | 0 | NA |
763 | 18.29 | radiation | 30.0 | 10 | < th | dose independent | rect. | 12 | 22 |
810 | 18.30 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 5 | 23 |
812 | 18.30 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 17 | 23 |
815 | 18.31 | radiation | 10.0 | 270 | > th | dose independent | no | NA | NA |
939 | 18.32 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 17 | 14 |
971 | 18.33 | radiation | 30.0 | 10 | < th | dose dependent | no | NA | NA |
978 | 18.33 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 15 | 23 |
988 | 18.34 | radiation | 30.0 | 270 | < th | dose dependent | sin | 7 | NA |