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Os01g0641700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
65.54 | 0.38 | 10.7 | -1.33 | 2.77 | 0.798 | -0.805 | -2.09 | -0.05 | 7.33 | 25.84 | 779 | -- | -- |
66.42 | 0.38 | 10.7 | -1.02 | 2.72 | 0.586 | -0.588 | -- | 0.0329 | 7.35 | 25.84 | 813 | -- | -- |
67 | 0.381 | 10.7 | -1.21 | 2.76 | 0.753 | -- | -1.26 | -0.00316 | 7.33 | 26.3 | 777 | -- | -- |
67.32 | 0.382 | 10.7 | -1.02 | 2.74 | 0.614 | -- | -- | 0.0296 | 7.34 | 26.19 | 780 | -- | -- |
408.02 | 0.941 | 10.8 | -1.11 | -- | 0.564 | -- | 0.225 | -0.0327 | -- | 17.03 | 4350 | -- | -- |
73.99 | 0.403 | 10.7 | -0.872 | 2.53 | -- | -0.79 | -- | 0.0501 | 7.27 | -- | -- | -- | -- |
75.67 | 0.407 | 10.7 | -0.889 | 2.53 | -- | -- | -- | 0.0518 | 7.28 | -- | -- | -- | -- |
407.31 | 0.94 | 10.8 | -1.21 | -- | 0.681 | -- | -- | -0.0728 | -- | 14.79 | 5712 | -- | -- |
92.56 | 0.448 | 10.7 | -- | 2.61 | 0.393 | -- | -- | 0.192 | 7.3 | 30.7 | 798 | -- | -- |
415.86 | 0.953 | 10.8 | -0.845 | -- | -- | -- | -- | 0.0946 | -- | -- | -- | -- | -- |
96.5 | 0.46 | 10.7 | -- | 2.52 | -- | -- | -- | 0.151 | 7.31 | -- | -- | -- | -- |
425.47 | 0.961 | 10.7 | -- | -- | -0.463 | -- | -- | 0.341 | -- | 15.97 | 46775 | -- | -- |
434.7 | 0.973 | 10.7 | -- | -- | -- | -- | -- | 0.188 | -- | -- | -- | -- | -- |
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 | 59.71 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 13 | 7 |
13 | 61.89 | humidity | 70.0 | 10 | > th | dose independent | rect. | 13 | 7 |
28 | 62.86 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 13 | 20 |
31 | 62.93 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 13 | 20 |
33 | 63.00 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 15 | 18 |
55 | 63.32 | radiation | 1.0 | 90 | < th | dose independent | rect. | 7 | 12 |
56 | 63.33 | radiation | 1.0 | 90 | < th | dose independent | rect. | 5 | 14 |
58 | 63.35 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 17 | 2 |
63 | 63.45 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 5 | 14 |
69 | 63.54 | radiation | 1.0 | 90 | < th | dose independent | rect. | 13 | 6 |
75 | 63.65 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 10 | 11 |
87 | 63.78 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 13 | 6 |
88 | 63.79 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 7 | 12 |
91 | 63.82 | temperature | 30.0 | 30 | < th | dose independent | rect. | 15 | 5 |
95 | 63.94 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 8 | 14 |
100 | 63.98 | temperature | 30.0 | 270 | < th | dose independent | rect. | 15 | 1 |
104 | 64.01 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 15 | 5 |
109 | 64.04 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 10 | 20 |
122 | 64.17 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 10 | 16 |
144 | 64.34 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 4 | 2 |
150 | 64.37 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 21 | 3 |
160 | 64.49 | humidity | 70.0 | 10 | > th | dose independent | rect. | 17 | 3 |
163 | 64.53 | temperature | 30.0 | 270 | < th | dose independent | rect. | 13 | 19 |
167 | 64.56 | temperature | 30.0 | 270 | < th | dose independent | rect. | 13 | 5 |
179 | 64.64 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 13 | 7 |
197 | 64.72 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 22 | 22 |
198 | 64.73 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 5 | 1 |
205 | 64.78 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 21 | 2 |
206 | 64.78 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 21 | 2 |
208 | 64.80 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 23 | 1 |
209 | 64.80 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 10 | 12 |
228 | 64.88 | temperature | 30.0 | 90 | < th | dose independent | rect. | 17 | 2 |
235 | 64.91 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 15 | 5 |
240 | 64.95 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 21 | 6 |
262 | 65.04 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 20 | 10 |
268 | 65.07 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 6 |
276 | 65.10 | temperature | 10.0 | 10 | > th | dose dependent | sin | 17 | NA |
287 | 65.13 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 4 |
292 | 65.15 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 3 |
293 | 65.15 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 19 | 2 |
300 | 65.16 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 4 |
320 | 65.21 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 9 | 12 |
336 | 65.26 | temperature | 30.0 | 10 | < th | dose dependent | sin | 17 | NA |
342 | 65.27 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 10 | 5 |
344 | 65.28 | temperature | 15.0 | 10 | > th | dose independent | rect. | 20 | 10 |
358 | 65.30 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 5 |
365 | 65.32 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 1 |
382 | 65.35 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 5 |
399 | 65.39 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 3 |
419 | 65.41 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 9 | 19 |
423 | 65.42 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 9 | 17 |
438 | 65.47 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 17 | 2 |
448 | 65.50 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
458 | 65.52 | temperature | 15.0 | 90 | > th | dose independent | rect. | 20 | 9 |
471 | 65.54 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 1 |
493 | 65.57 | radiation | 1.0 | 90 | < th | dose independent | rect. | 17 | 2 |
507 | 65.60 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 5 | 1 |
538 | 65.65 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 8 |
588 | 65.71 | temperature | 25.0 | 720 | > th | dose dependent | sin | 21 | NA |
603 | 65.75 | temperature | 10.0 | 720 | > th | dose dependent | sin | 21 | NA |
605 | 65.75 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 1 | 20 |
653 | 65.80 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 18 | 3 |
667 | 65.80 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 19 | 23 |
668 | 65.81 | temperature | 15.0 | 30 | > th | dose independent | rect. | 20 | 19 |
693 | 65.82 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 16 | 23 |
698 | 65.84 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 15 | 7 |
711 | 65.85 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 22 |
718 | 65.87 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 17 | 3 |
721 | 65.87 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 13 | 11 |
727 | 65.89 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 15 | 7 |
751 | 65.91 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 15 | 5 |
754 | 65.91 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 8 |
772 | 65.92 | temperature | 25.0 | 720 | > th | dose dependent | no | NA | NA |
839 | 65.97 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 14 | 23 |
848 | 65.99 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 10 |
873 | 66.02 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 12 | 23 |
892 | 66.04 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
948 | 66.11 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 9 |
965 | 66.13 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 16 | 1 |
978 | 66.14 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
986 | 66.14 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 18 | 1 |
998 | 66.15 | humidity | 50.0 | 270 | > th | dose independent | rect. | 15 | 2 |