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Os03g0410700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : 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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
41.45 | 0.303 | 11.8 | -1.23 | 1.25 | -0.399 | -0.177 | 0.0584 | -0.494 | 22.4 | 1000 | 87 | -- | -- |
41.45 | 0.3 | 11.8 | -1.23 | 1.25 | -0.389 | -0.177 | -- | -0.494 | 22.4 | 1000 | 86 | -- | -- |
41.58 | 0.3 | 11.8 | -1.22 | 1.25 | -0.4 | -- | 0.0523 | -0.493 | 22.4 | 1000 | 86 | -- | -- |
41.58 | 0.3 | 11.8 | -1.22 | 1.25 | -0.39 | -- | -- | -0.493 | 22.4 | 1000 | 86 | -- | -- |
135.72 | 0.543 | 11.8 | -1.27 | -- | -0.523 | -- | 0.849 | -0.5 | -- | 1001 | 452 | -- | -- |
45.46 | 0.316 | 11.9 | -1.16 | 1.24 | -- | -0.194 | -- | -0.519 | 22.4 | -- | -- | -- | -- |
45.61 | 0.316 | 11.9 | -1.15 | 1.25 | -- | -- | -- | -0.519 | 22.4 | -- | -- | -- | -- |
135.56 | 0.542 | 11.8 | -1.16 | -- | -0.37 | -- | -- | -0.466 | -- | 1003 | 748 | -- | -- |
78.49 | 0.413 | 11.8 | -- | 1.23 | -0.214 | -- | -- | -0.363 | 22.3 | 1002 | 133 | -- | -- |
140.33 | 0.554 | 11.8 | -1.13 | -- | -- | -- | -- | -0.515 | -- | -- | -- | -- | -- |
80.54 | 0.42 | 11.8 | -- | 1.24 | -- | -- | -- | -0.391 | 22.3 | -- | -- | -- | -- |
164.49 | 0.597 | 11.8 | -- | -- | -0.379 | -- | -- | -0.248 | -- | 1008 | 315 | -- | -- |
174.07 | 0.616 | 11.8 | -- | -- | -- | -- | -- | -0.389 | -- | -- | -- | -- | -- |
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 | 39.55 | wind | 1 | 43200 | < th | dose independent | rect. | 5 | 20 |
4 | 39.69 | wind | 1 | 43200 | > th | dose independent | rect. | 5 | 19 |
6 | 39.78 | wind | 1 | 43200 | < th | dose dependent | rect. | 6 | 18 |
7 | 39.80 | wind | 1 | 43200 | > th | dose independent | rect. | 13 | 14 |
14 | 40.01 | atmosphere | 1000 | 90 | > th | dose independent | rect. | 19 | 23 |
21 | 40.11 | humidity | 70 | 43200 | > th | dose dependent | rect. | 21 | 1 |
23 | 40.16 | wind | 1 | 43200 | > th | dose independent | rect. | 13 | 10 |
25 | 40.16 | atmosphere | 1000 | 90 | > th | dose independent | rect. | 5 | 21 |
27 | 40.23 | wind | 9 | 43200 | > th | dose dependent | rect. | 17 | 16 |
28 | 40.25 | wind | 1 | 43200 | > th | dose independent | sin | 16 | NA |
47 | 40.37 | wind | 1 | 43200 | < th | dose independent | rect. | 13 | 14 |
51 | 40.40 | wind | 7 | 14400 | > th | dose independent | rect. | 8 | 1 |
53 | 40.40 | humidity | 70 | 43200 | > th | dose dependent | rect. | 18 | 6 |
56 | 40.41 | humidity | 70 | 43200 | > th | dose dependent | rect. | 17 | 8 |
58 | 40.42 | wind | 7 | 14400 | < th | dose independent | rect. | 8 | 1 |
63 | 40.46 | wind | 1 | 43200 | > th | dose independent | rect. | 14 | 8 |
73 | 40.52 | radiation | 20 | 4320 | < th | dose independent | rect. | 3 | 4 |
75 | 40.52 | atmosphere | 1000 | 10 | > th | dose independent | rect. | 6 | 20 |
84 | 40.55 | radiation | 20 | 4320 | < th | dose independent | rect. | 1 | 6 |
86 | 40.55 | humidity | 70 | 43200 | > th | dose dependent | rect. | 17 | 13 |
92 | 40.57 | wind | 7 | 14400 | > th | dose independent | rect. | 21 | 1 |
99 | 40.58 | wind | 1 | 43200 | < th | dose independent | sin | 17 | NA |
100 | 40.58 | wind | 7 | 14400 | < th | dose independent | rect. | 21 | 1 |
104 | 40.58 | wind | 3 | 43200 | < th | dose dependent | rect. | 16 | 5 |
112 | 40.60 | wind | 7 | 14400 | > th | dose dependent | rect. | 21 | 1 |
118 | 40.62 | wind | 1 | 43200 | < th | dose dependent | sin | 21 | NA |
119 | 40.62 | humidity | 70 | 43200 | > th | dose dependent | sin | 14 | NA |
139 | 40.67 | wind | 1 | 43200 | < th | dose independent | rect. | 13 | 10 |
145 | 40.68 | wind | 9 | 43200 | > th | dose dependent | sin | 11 | NA |
147 | 40.69 | radiation | 20 | 4320 | < th | dose independent | rect. | 18 | 13 |
159 | 40.71 | humidity | 80 | 43200 | > th | dose independent | rect. | 11 | 19 |
166 | 40.72 | wind | 1 | 43200 | < th | dose dependent | rect. | 7 | 12 |
178 | 40.75 | wind | 1 | 43200 | > th | dose independent | rect. | 8 | 2 |
183 | 40.76 | wind | 9 | 43200 | > th | dose independent | rect. | 17 | 17 |
191 | 40.77 | humidity | 80 | 43200 | < th | dose dependent | rect. | 7 | 1 |
202 | 40.79 | wind | 1 | 43200 | > th | dose independent | rect. | 12 | 17 |
203 | 40.79 | humidity | 80 | 43200 | < th | dose independent | rect. | 11 | 19 |
230 | 40.83 | wind | 1 | 43200 | < th | dose independent | rect. | 7 | 4 |
241 | 40.84 | wind | 1 | 43200 | > th | dose independent | rect. | 9 | 23 |
246 | 40.85 | wind | 1 | 43200 | < th | dose independent | rect. | 8 | 2 |
251 | 40.85 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 16 |
266 | 40.87 | wind | 1 | 14400 | < th | dose independent | rect. | 10 | 16 |
273 | 40.88 | wind | 1 | 43200 | > th | dose independent | rect. | 9 | 21 |
334 | 40.93 | wind | 5 | 14400 | > th | dose dependent | rect. | 20 | 7 |
348 | 40.94 | wind | 7 | 14400 | > th | dose dependent | rect. | 8 | 1 |
398 | 40.99 | wind | 3 | 14400 | < th | dose dependent | rect. | 11 | 8 |
413 | 41.00 | atmosphere | 1000 | 90 | < th | dose independent | rect. | 10 | 21 |
415 | 41.00 | wind | 1 | 43200 | < th | dose dependent | rect. | 11 | 10 |
427 | 41.01 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 13 |
437 | 41.02 | humidity | 80 | 43200 | > th | dose independent | rect. | 22 | 23 |
441 | 41.02 | wind | 3 | 14400 | < th | dose dependent | rect. | 11 | 6 |
446 | 41.03 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 14 |
456 | 41.03 | wind | 5 | 14400 | > th | dose dependent | rect. | 21 | 4 |
484 | 41.05 | wind | 7 | 14400 | > th | dose independent | rect. | 20 | 7 |
501 | 41.06 | humidity | 80 | 43200 | > th | dose independent | sin | 16 | NA |
538 | 41.08 | wind | 1 | 14400 | > th | dose independent | rect. | 10 | 6 |
540 | 41.08 | wind | 7 | 14400 | < th | dose independent | rect. | 20 | 7 |
546 | 41.08 | wind | 1 | 43200 | < th | dose independent | rect. | 9 | 23 |
550 | 41.08 | wind | 3 | 14400 | < th | dose dependent | rect. | 13 | 3 |
558 | 41.09 | wind | 1 | 14400 | < th | dose independent | rect. | 11 | 1 |
559 | 41.09 | wind | 1 | 43200 | < th | dose independent | rect. | 6 | 6 |
570 | 41.09 | wind | 3 | 43200 | < th | dose dependent | rect. | 23 | 1 |
576 | 41.10 | wind | 1 | 43200 | > th | dose independent | rect. | 7 | 4 |
580 | 41.10 | wind | 1 | 14400 | < th | dose independent | rect. | 10 | 11 |
582 | 41.10 | wind | 5 | 14400 | > th | dose independent | rect. | 20 | 15 |
596 | 41.11 | humidity | 80 | 43200 | > th | dose independent | no | NA | NA |
604 | 41.11 | humidity | 80 | 43200 | > th | dose independent | rect. | 2 | 23 |
606 | 41.11 | humidity | 80 | 43200 | < th | dose independent | rect. | 22 | 23 |
609 | 41.11 | wind | 3 | 4320 | < th | dose dependent | rect. | 7 | 1 |
610 | 41.11 | wind | 1 | 43200 | < th | dose dependent | rect. | 7 | 4 |
616 | 41.12 | wind | 1 | 14400 | > th | dose independent | rect. | 11 | 1 |
618 | 41.12 | wind | 1 | 14400 | < th | dose independent | rect. | 10 | 6 |
635 | 41.13 | wind | 1 | 43200 | > th | dose independent | no | NA | NA |
656 | 41.13 | wind | 5 | 14400 | > th | dose dependent | rect. | 20 | 14 |
672 | 41.14 | wind | 1 | 43200 | > th | dose independent | rect. | 15 | 23 |
678 | 41.14 | temperature | 30 | 4320 | < th | dose dependent | rect. | 17 | 2 |
691 | 41.15 | wind | 1 | 14400 | < th | dose independent | rect. | 10 | 4 |
699 | 41.15 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 14 |
714 | 41.15 | wind | 1 | 43200 | < th | dose dependent | rect. | 9 | 15 |
720 | 41.16 | wind | 1 | 14400 | < th | dose independent | rect. | 15 | 11 |
757 | 41.17 | humidity | 80 | 43200 | > th | dose independent | rect. | 16 | 23 |
785 | 41.18 | temperature | 10 | 4320 | > th | dose dependent | rect. | 18 | 1 |
787 | 41.18 | radiation | 20 | 4320 | > th | dose dependent | rect. | 6 | 1 |
813 | 41.19 | wind | 3 | 14400 | < th | dose independent | rect. | 15 | 2 |
826 | 41.19 | wind | 1 | 43200 | > th | dose independent | rect. | 21 | 23 |
840 | 41.20 | wind | 9 | 14400 | < th | dose independent | rect. | 18 | 3 |
906 | 41.22 | atmosphere | 1000 | 10 | > th | dose independent | rect. | 6 | 18 |
931 | 41.23 | atmosphere | 1000 | 270 | > th | dose independent | rect. | 17 | 22 |
947 | 41.24 | wind | 9 | 14400 | > th | dose independent | rect. | 19 | 2 |
977 | 41.25 | humidity | 80 | 43200 | < th | dose independent | sin | 16 | NA |
990 | 41.25 | humidity | 80 | 43200 | > th | dose independent | rect. | 1 | 14 |