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Os07g0113000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF889, eukaryote 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29.99 | 0.257 | 3.17 | 0.243 | 0.0641 | 0.263 | -0.124 | 0.842 | -0.128 | 6.18 | 83 | 5928 | -- | -- |
31.08 | 0.26 | 3.16 | 0.131 | 0.0645 | 0.268 | -0.181 | -- | -0.143 | 5.8 | 81.03 | 7357 | -- | -- |
30.02 | 0.255 | 3.17 | 0.243 | 0.064 | 0.261 | -- | 0.849 | -0.127 | 6.79 | 83.15 | 5929 | -- | -- |
31.13 | 0.26 | 3.16 | 0.132 | 0.0802 | 0.263 | -- | -- | -0.146 | 6.84 | 83.27 | 7637 | -- | -- |
30.22 | 0.256 | 3.17 | 0.244 | -- | 0.259 | -- | 0.823 | -0.129 | -- | 83.19 | 5835 | -- | -- |
32.36 | 0.267 | 3.13 | 0.0951 | 0.0567 | -- | -0.148 | -- | -0.0365 | 6.14 | -- | -- | -- | -- |
32.39 | 0.267 | 3.13 | 0.0941 | 0.0586 | -- | -- | -- | -0.0357 | 7.31 | -- | -- | -- | -- |
31.35 | 0.261 | 3.16 | 0.168 | -- | 0.268 | -- | -- | -0.148 | -- | 83.99 | 7309 | -- | -- |
31.58 | 0.262 | 3.16 | -- | 0.0796 | 0.234 | -- | -- | -0.148 | 6.88 | 83.47 | 7635 | -- | -- |
32.58 | 0.267 | 3.13 | 0.0951 | -- | -- | -- | -- | -0.0347 | -- | -- | -- | -- | -- |
32.63 | 0.267 | 3.14 | -- | 0.0595 | -- | -- | -- | -0.0462 | 7.2 | -- | -- | -- | -- |
31.8 | 0.263 | 3.16 | -- | -- | 0.245 | -- | -- | -0.149 | -- | 84 | 6966 | -- | -- |
32.81 | 0.267 | 3.14 | -- | -- | -- | -- | -- | -0.0453 | -- | -- | -- | -- | -- |
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 | 29.50 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 2 | 1 |
2 | 29.57 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 3 | 23 |
4 | 29.64 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 2 | 2 |
7 | 29.70 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
9 | 29.89 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
10 | 29.89 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 3 | 6 |
11 | 29.90 | temperature | 20.0 | 30 | > th | dose independent | rect. | 2 | 1 |
13 | 29.92 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 2 | 1 |
23 | 29.96 | wind | 3.0 | 30 | < th | dose independent | rect. | 2 | 1 |
26 | 29.96 | wind | 7.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
28 | 29.96 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
30 | 29.97 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
32 | 29.97 | temperature | 30.0 | 30 | < th | dose independent | rect. | 2 | 1 |
33 | 29.97 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
37 | 29.97 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
39 | 29.97 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
44 | 29.97 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
45 | 29.97 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
47 | 29.97 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
50 | 29.97 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
55 | 29.97 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
74 | 30.05 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
75 | 30.05 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
78 | 30.05 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
82 | 30.05 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
91 | 30.05 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
92 | 30.05 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
112 | 30.05 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
126 | 30.06 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
127 | 30.06 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
132 | 30.09 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
141 | 30.16 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 3 | 8 |
150 | 30.20 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
155 | 30.21 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 23 | 14 |
166 | 30.24 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 3 | 10 |
171 | 30.24 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 23 | 16 |
189 | 30.27 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 3 | 8 |
191 | 30.27 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 3 | 10 |
193 | 30.27 | humidity | 50.0 | 4320 | > th | dose dependent | sin | 6 | NA |
200 | 30.27 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 21 | 13 |
244 | 30.29 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 4 | 5 |
278 | 30.30 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 8 | 1 |
279 | 30.30 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 6 | 3 |
284 | 30.30 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 4 | 4 |
307 | 30.31 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 23 | 14 |
311 | 30.31 | humidity | 90.0 | 4320 | < th | dose dependent | sin | 6 | NA |
324 | 30.32 | humidity | 80.0 | 4320 | > th | dose independent | sin | 5 | NA |
327 | 30.32 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 4 | 6 |
330 | 30.32 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 3 | 8 |
379 | 30.34 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
399 | 30.34 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
402 | 30.35 | humidity | 80.0 | 4320 | < th | dose independent | sin | 5 | NA |
416 | 30.36 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 7 | 3 |
485 | 30.38 | wind | 1.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
486 | 30.38 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 4 |
517 | 30.39 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 21 | 17 |
603 | 30.42 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 4 |
624 | 30.42 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 11 | 1 |
631 | 30.42 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 11 | 4 |
649 | 30.43 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 1 |
660 | 30.43 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 11 | 2 |
683 | 30.44 | wind | 1.0 | 14400 | > th | dose independent | rect. | 5 | 2 |
722 | 30.45 | humidity | 80.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |
735 | 30.46 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 8 | 1 |
744 | 30.46 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 10 | 1 |
770 | 30.47 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 10 | 1 |
771 | 30.47 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 8 | 5 |
807 | 30.48 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 14 | 1 |
820 | 30.48 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 8 | 5 |
882 | 30.50 | humidity | 80.0 | 4320 | > th | dose dependent | rect. | 7 | 3 |
913 | 30.51 | wind | 5.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
925 | 30.51 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 14 | 1 |
959 | 30.52 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |