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Os09g0416600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF868, 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40.95 | 0.301 | 11.2 | 0.582 | 0.6 | 2.13 | 1.55 | 2.25 | 0.161 | 16.7 | 0.923 | 688 | -- | -- |
41.96 | 0.302 | 11.2 | 0.64 | 0.44 | 1.91 | -0.0857 | -- | 0.178 | 16.4 | 0.8937 | 684 | -- | -- |
41.48 | 0.3 | 11.2 | 0.616 | 0.308 | 1.75 | -- | 0.448 | 0.16 | 15.5 | 0.95 | 683 | -- | -- |
41.81 | 0.301 | 11.2 | 0.628 | 0.269 | 1.68 | -- | -- | 0.17 | 15 | 0.97 | 680 | -- | -- |
42.34 | 0.303 | 11.2 | 0.608 | -- | 1.52 | -- | 0.724 | 0.166 | -- | 1 | 721 | -- | -- |
46.61 | 0.32 | 11.2 | 0.49 | 1.21 | -- | 0.51 | -- | 0.102 | 5.89 | -- | -- | -- | -- |
47.25 | 0.322 | 11.2 | 0.494 | 1.21 | -- | -- | -- | 0.0994 | 5.87 | -- | -- | -- | -- |
42.61 | 0.304 | 11.2 | 0.617 | -- | 1.51 | -- | -- | 0.161 | -- | 1 | 717 | -- | -- |
51.49 | 0.334 | 11.2 | -- | 0.232 | 1.63 | -- | -- | 0.11 | 14.6 | 2.724 | 673 | -- | -- |
123.71 | 0.52 | 11.2 | 0.53 | -- | -- | -- | -- | 0.128 | -- | -- | -- | -- | -- |
53.67 | 0.343 | 11.2 | -- | 1.22 | -- | -- | -- | 0.0445 | 5.85 | -- | -- | -- | -- |
51.78 | 0.335 | 11.2 | -- | -- | 1.52 | -- | -- | 0.111 | -- | 4.631 | 717 | -- | -- |
131.13 | 0.534 | 11.2 | -- | -- | -- | -- | -- | 0.0688 | -- | -- | -- | -- | -- |
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 | 38.38 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 17 | 15 |
4 | 38.60 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 16 | 5 |
9 | 39.18 | humidity | 90.0 | 270 | < th | dose independent | rect. | 6 | 18 |
16 | 39.31 | temperature | 30.0 | 90 | < th | dose independent | rect. | 17 | 14 |
17 | 39.32 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 14 |
19 | 39.36 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 13 | 20 |
20 | 39.36 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 13 | 20 |
22 | 39.44 | radiation | 20.0 | 270 | < th | dose independent | rect. | 15 | 14 |
24 | 39.47 | humidity | 50.0 | 270 | > th | dose independent | rect. | 15 | 14 |
27 | 39.53 | humidity | 60.0 | 90 | > th | dose independent | rect. | 17 | 14 |
33 | 39.64 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 23 |
34 | 39.64 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 23 |
35 | 39.68 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 24 | 21 |
36 | 39.69 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 15 | 6 |
38 | 39.74 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 17 | 1 |
44 | 39.83 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 6 | 18 |
45 | 39.83 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 6 | 18 |
52 | 39.91 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 16 | 13 |
53 | 39.92 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 15 |
54 | 39.92 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 15 |
55 | 39.94 | radiation | 1.0 | 720 | < th | dose independent | rect. | 24 | 21 |
57 | 39.95 | radiation | 1.0 | 270 | < th | dose independent | rect. | 22 | 22 |
67 | 40.03 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 19 |
72 | 40.09 | radiation | 10.0 | 720 | < th | dose independent | rect. | 16 | 5 |
78 | 40.15 | radiation | 1.0 | 720 | > th | dose independent | rect. | 12 | 21 |
93 | 40.24 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 15 | 9 |
94 | 40.24 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 15 | 9 |
99 | 40.25 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 1 | 22 |
121 | 40.36 | wind | 7.0 | 270 | < th | dose independent | rect. | 20 | 13 |
122 | 40.36 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 17 | 4 |
126 | 40.38 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 15 |
128 | 40.38 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 15 |
135 | 40.43 | humidity | 90.0 | 270 | < th | dose independent | rect. | 19 | 21 |
141 | 40.45 | radiation | 1.0 | 270 | > th | dose independent | rect. | 17 | 22 |
150 | 40.48 | humidity | 90.0 | 90 | < th | dose independent | rect. | 21 | 20 |
154 | 40.49 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 1 | 20 |
158 | 40.50 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 24 | 21 |
170 | 40.55 | humidity | 70.0 | 10 | > th | dose independent | rect. | 17 | 15 |
173 | 40.56 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 16 | 13 |
182 | 40.59 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 21 | 20 |
183 | 40.59 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 21 | 20 |
184 | 40.60 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 16 | 3 |
197 | 40.63 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 17 | 14 |
205 | 40.65 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 16 | 2 |
213 | 40.69 | humidity | 90.0 | 270 | < th | dose independent | rect. | 20 | 13 |
233 | 40.75 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 7 |
234 | 40.75 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 11 |
237 | 40.75 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 7 |
249 | 40.78 | radiation | 1.0 | 90 | > th | dose independent | rect. | 7 | 12 |
261 | 40.79 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 11 |
265 | 40.79 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 11 |
269 | 40.80 | radiation | 1.0 | 720 | < th | dose independent | rect. | 6 | 15 |
272 | 40.81 | radiation | 1.0 | 30 | > th | dose independent | rect. | 8 | 10 |
281 | 40.82 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 20 | 13 |
284 | 40.82 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 20 | 13 |
293 | 40.84 | humidity | 80.0 | 90 | > th | dose independent | rect. | 1 | 21 |
295 | 40.85 | radiation | 1.0 | 720 | < th | dose independent | rect. | 16 | 13 |
305 | 40.89 | temperature | 15.0 | 270 | > th | dose independent | rect. | 5 | 11 |
318 | 40.91 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 23 |
320 | 40.91 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 23 |
337 | 40.94 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 19 |
364 | 40.96 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 6 | 23 |
366 | 40.97 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 11 |
367 | 40.97 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 13 |
403 | 41.00 | wind | 9.0 | 90 | < th | dose independent | rect. | 7 | 10 |
420 | 41.03 | temperature | 15.0 | 90 | > th | dose independent | rect. | 7 | 10 |
421 | 41.03 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 15 | 14 |
424 | 41.04 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 7 | 10 |
428 | 41.04 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 7 | 10 |
443 | 41.05 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 15 | 18 |
454 | 41.06 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 20 | 13 |
468 | 41.08 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 6 | 15 |
472 | 41.08 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 9 | 20 |
495 | 41.11 | radiation | 1.0 | 720 | < th | dose independent | rect. | 6 | 23 |
499 | 41.12 | humidity | 90.0 | 90 | < th | dose independent | rect. | 7 | 10 |
519 | 41.15 | humidity | 90.0 | 270 | < th | dose independent | rect. | 20 | 4 |
537 | 41.16 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 11 |
551 | 41.18 | temperature | 10.0 | 270 | > th | dose independent | rect. | 9 | 11 |
552 | 41.18 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 9 | 11 |
553 | 41.18 | temperature | 10.0 | 270 | > th | dose independent | rect. | 20 | 13 |
554 | 41.18 | humidity | 50.0 | 270 | > th | dose independent | rect. | 20 | 13 |
555 | 41.18 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 20 | 13 |
566 | 41.19 | radiation | 1.0 | 270 | > th | dose independent | rect. | 5 | 11 |
575 | 41.20 | temperature | 30.0 | 270 | < th | dose independent | rect. | 20 | 13 |
593 | 41.21 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 7 | 10 |
597 | 41.21 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 20 | 23 |
604 | 41.21 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 20 | 23 |
621 | 41.24 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 9 |
626 | 41.24 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 18 | 15 |
629 | 41.24 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 18 | 15 |
639 | 41.25 | radiation | 40.0 | 270 | < th | dose independent | rect. | 20 | 13 |
652 | 41.26 | radiation | 1.0 | 720 | > th | dose independent | rect. | 12 | 6 |
676 | 41.29 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 7 | 10 |
695 | 41.31 | radiation | 1.0 | 270 | > th | dose independent | sin | 2 | NA |
701 | 41.31 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 9 | 12 |
718 | 41.33 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 17 | 4 |
730 | 41.34 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 17 | 18 |
742 | 41.36 | radiation | 1.0 | 270 | < th | dose dependent | sin | 2 | NA |
747 | 41.37 | temperature | 30.0 | 270 | < th | dose independent | rect. | 15 | 4 |
771 | 41.39 | wind | 1.0 | 90 | > th | dose independent | rect. | 7 | 10 |
789 | 41.40 | humidity | 50.0 | 270 | > th | dose independent | rect. | 10 | 10 |
799 | 41.40 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 7 | 23 |
827 | 41.43 | wind | 9.0 | 270 | < th | dose independent | rect. | 16 | 13 |
860 | 41.46 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 1 |
873 | 41.47 | wind | 7.0 | 270 | < th | dose independent | rect. | 5 | 20 |
918 | 41.50 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 16 | 15 |
942 | 41.51 | humidity | 90.0 | 270 | < th | dose independent | rect. | 12 | 23 |
997 | 41.54 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 14 | 16 |