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Os09g0381400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Ervatamin C (EC 3.4.22.-) (ERV-C).
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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 = temperature,
response mode = > th, dose dependency = dose dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
226.88 | 0.708 | 3.36 | 0.929 | 0.219 | -0.816 | 0.977 | 3.06 | 0.101 | 5.82 | 25.86 | 1328 | -- | -- |
228.63 | 0.704 | 3.44 | 0.185 | 0.254 | -0.607 | 1.05 | -- | 0.0178 | 4.99 | 22.16 | 1219 | -- | -- |
229.18 | 0.705 | 3.36 | 0.97 | 0.223 | -0.84 | -- | 3.27 | 0.11 | 5.62 | 25.73 | 1292 | -- | -- |
230.52 | 0.707 | 3.43 | 0.323 | 0.192 | -0.677 | -- | -- | 0.0743 | 5.56 | 18.34 | 6694 | -- | -- |
229.46 | 0.706 | 3.38 | 0.964 | -- | -1.05 | -- | 4.1 | 0.0528 | -- | 26.7 | 1943 | -- | -- |
240.39 | 0.727 | 3.47 | -0.0462 | 0.198 | -- | 0.913 | -- | -0.123 | 6.33 | -- | -- | -- | -- |
242.39 | 0.729 | 3.47 | -0.034 | 0.204 | -- | -- | -- | -0.125 | 6.94 | -- | -- | -- | -- |
232.11 | 0.71 | 3.44 | 0.269 | -- | -0.616 | -- | -- | 0.0519 | -- | 21.22 | 6393 | -- | -- |
231.64 | 0.709 | 3.45 | -- | 0.19 | -0.515 | -- | -- | -0.00425 | 6.17 | 22.52 | 6546 | -- | -- |
244.57 | 0.731 | 3.48 | -0.0297 | -- | -- | -- | -- | -0.121 | -- | -- | -- | -- | -- |
242.42 | 0.728 | 3.47 | -- | 0.203 | -- | -- | -- | -0.121 | 6.95 | -- | -- | -- | -- |
233.44 | 0.712 | 3.46 | -- | -- | -0.508 | -- | -- | -0.0237 | -- | 23.4 | 6397 | -- | -- |
244.59 | 0.73 | 3.48 | -- | -- | -- | -- | -- | -0.118 | -- | -- | -- | -- | -- |
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 | 219.42 | wind | 1.0 | 90 | < th | dose independent | rect. | 6 | 1 |
2 | 222.08 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 8 | 22 |
3 | 222.47 | wind | 1.0 | 90 | < th | dose dependent | rect. | 6 | 1 |
14 | 224.36 | wind | 1.0 | 90 | < th | dose independent | rect. | 6 | 4 |
23 | 225.32 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 6 | 2 |
25 | 225.40 | wind | 5.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
29 | 225.53 | wind | 5.0 | 14400 | > th | dose independent | rect. | 11 | 1 |
30 | 225.56 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
37 | 225.96 | wind | 1.0 | 90 | < th | dose dependent | rect. | 6 | 4 |
38 | 225.97 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 8 | 13 |
42 | 226.14 | wind | 5.0 | 43200 | < th | dose independent | rect. | 19 | 2 |
43 | 226.22 | wind | 5.0 | 43200 | > th | dose independent | rect. | 9 | 7 |
44 | 226.26 | wind | 5.0 | 43200 | > th | dose independent | rect. | 19 | 2 |
47 | 226.27 | wind | 5.0 | 43200 | > th | dose independent | rect. | 9 | 13 |
48 | 226.29 | wind | 5.0 | 43200 | < th | dose independent | rect. | 9 | 7 |
53 | 226.37 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 13 | 2 |
58 | 226.44 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 8 | 15 |
62 | 226.46 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 10 | 6 |
65 | 226.46 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 10 | 11 |
66 | 226.47 | wind | 5.0 | 43200 | > th | dose independent | rect. | 9 | 16 |
70 | 226.49 | wind | 5.0 | 43200 | < th | dose independent | rect. | 9 | 13 |
88 | 226.58 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 7 | 2 |
104 | 226.64 | wind | 5.0 | 43200 | > th | dose independent | sin | 23 | NA |
107 | 226.64 | wind | 5.0 | 43200 | < th | dose independent | rect. | 9 | 16 |
110 | 226.65 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 19 | 21 |
111 | 226.66 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 6 | 10 |
113 | 226.66 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 20 | 1 |
126 | 226.69 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 24 | 16 |
127 | 226.69 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 22 | 18 |
142 | 226.73 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 6 | 17 |
146 | 226.75 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 10 | 6 |
163 | 226.77 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 10 | 8 |
169 | 226.77 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 17 | 20 |
170 | 226.78 | wind | 5.0 | 43200 | < th | dose independent | sin | 23 | NA |
171 | 226.78 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 7 | 2 |
172 | 226.78 | wind | 7.0 | 43200 | < th | dose independent | rect. | 13 | 3 |
190 | 226.80 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 11 | 15 |
197 | 226.81 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 11 | 10 |
199 | 226.81 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 11 | 12 |
212 | 226.82 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 11 | 21 |
213 | 226.82 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 22 |
215 | 226.83 | temperature | 30.0 | 1440 | < th | dose independent | sin | 20 | NA |
284 | 226.90 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 12 |
293 | 226.91 | wind | 5.0 | 43200 | > th | dose dependent | sin | 21 | NA |
295 | 226.91 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 7 | 16 |
297 | 226.92 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 7 |
298 | 226.92 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 9 |
313 | 226.92 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 7 | 14 |
330 | 226.94 | wind | 7.0 | 43200 | > th | dose independent | rect. | 14 | 2 |
332 | 226.94 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 4 |
345 | 226.94 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 13 | 19 |
347 | 226.94 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 14 | 22 |
376 | 226.97 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 15 | 2 |
391 | 226.97 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 15 | 23 |
392 | 226.98 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 14 | 5 |
442 | 226.99 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 6 | 20 |
467 | 227.01 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 7 | 14 |
515 | 227.02 | temperature | 25.0 | 1440 | > th | dose dependent | sin | 23 | NA |
542 | 227.03 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 24 | 21 |
547 | 227.03 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 22 | 23 |
548 | 227.03 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 24 | 23 |
562 | 227.04 | temperature | 30.0 | 1440 | < th | dose independent | no | NA | NA |
598 | 227.05 | humidity | 70.0 | 10 | > th | dose independent | rect. | 6 | 2 |
663 | 227.07 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 4 | 1 |
664 | 227.07 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 2 | 3 |
673 | 227.08 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 6 | 2 |
679 | 227.08 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 5 | 16 |
697 | 227.09 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 11 | 3 |
705 | 227.10 | temperature | 30.0 | 1440 | > th | dose independent | sin | 19 | NA |
743 | 227.11 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 1 | 4 |
757 | 227.12 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 2 |
778 | 227.13 | temperature | 25.0 | 1440 | > th | dose dependent | no | NA | NA |
780 | 227.13 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 8 | 6 |
782 | 227.13 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 22 | 22 |
836 | 227.15 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 18 | 23 |
862 | 227.17 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 11 | 23 |
889 | 227.19 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 2 |
927 | 227.23 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 2 |
939 | 227.24 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 1 | 6 |
977 | 227.24 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 1 | 6 |