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Os10g0422700 |
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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
118.14 | 0.511 | 3.09 | 0.144 | 0.519 | -1.02 | 0.465 | -3.62 | 0.27 | 6.46 | 5.2 | 1387 | -- | -- |
123.93 | 0.518 | 3.14 | 0.249 | 0.519 | -0.55 | 0.441 | -- | 0.232 | 6.61 | 4.4 | 1444 | -- | -- |
118.67 | 0.507 | 3.09 | 0.154 | 0.519 | -1.02 | -- | -3.6 | 0.272 | 6.56 | 5.2 | 1386 | -- | -- |
124.47 | 0.52 | 3.15 | 0.271 | 0.517 | -0.525 | -- | -- | 0.232 | 6.66 | 4.435 | 1444 | -- | -- |
130.82 | 0.533 | 3.11 | 0.171 | -- | -1.08 | -- | -3.7 | 0.265 | -- | 5.1 | 1739 | -- | -- |
127.28 | 0.529 | 3.15 | 0.394 | 0.525 | -- | 0.406 | -- | 0.23 | 6.86 | -- | -- | -- | -- |
127.7 | 0.529 | 3.15 | 0.401 | 0.526 | -- | -- | -- | 0.229 | 6.92 | -- | -- | -- | -- |
136.41 | 0.544 | 3.16 | 0.247 | -- | -0.762 | -- | -- | 0.242 | -- | 4.2 | 1988 | -- | -- |
126.17 | 0.523 | 3.15 | -- | 0.511 | -0.657 | -- | -- | 0.208 | 6.6 | 4.5 | 1444 | -- | -- |
142.24 | 0.557 | 3.16 | 0.412 | -- | -- | -- | -- | 0.239 | -- | -- | -- | -- | -- |
131.95 | 0.537 | 3.16 | -- | 0.531 | -- | -- | -- | 0.184 | 6.88 | -- | -- | -- | -- |
137.92 | 0.547 | 3.16 | -- | -- | -0.885 | -- | -- | 0.217 | -- | 4.325 | 1988 | -- | -- |
146.73 | 0.565 | 3.17 | -- | -- | -- | -- | -- | 0.193 | -- | -- | -- | -- | -- |
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 | 113.91 | atmosphere | 1005 | 10 | > th | dose dependent | rect. | 5 | 4 |
7 | 115.76 | atmosphere | 1005 | 270 | > th | dose dependent | rect. | 5 | 1 |
8 | 115.77 | atmosphere | 1005 | 270 | > th | dose independent | rect. | 2 | 7 |
23 | 117.02 | atmosphere | 1005 | 30 | > th | dose independent | rect. | 4 | 5 |
26 | 117.16 | atmosphere | 1005 | 720 | > th | dose independent | rect. | 19 | 11 |
27 | 117.17 | humidity | 90 | 90 | < th | dose independent | rect. | 23 | 10 |
30 | 117.21 | humidity | 80 | 30 | > th | dose dependent | rect. | 4 | 22 |
31 | 117.24 | atmosphere | 1005 | 270 | < th | dose independent | rect. | 24 | 8 |
32 | 117.27 | atmosphere | 1005 | 270 | > th | dose independent | rect. | 22 | 11 |
33 | 117.32 | atmosphere | 1005 | 30 | > th | dose dependent | rect. | 1 | 8 |
44 | 117.42 | atmosphere | 1005 | 720 | > th | dose independent | rect. | 21 | 5 |
56 | 117.59 | humidity | 90 | 270 | < th | dose independent | rect. | 23 | 6 |
63 | 117.68 | wind | 5 | 1440 | > th | dose independent | rect. | 11 | 16 |
71 | 117.74 | wind | 5 | 1440 | > th | dose independent | rect. | 11 | 19 |
89 | 117.82 | wind | 1 | 270 | < th | dose dependent | rect. | 4 | 1 |
95 | 117.86 | atmosphere | 1005 | 720 | > th | dose independent | sin | 12 | NA |
100 | 117.87 | wind | 5 | 1440 | < th | dose independent | rect. | 11 | 16 |
106 | 117.91 | wind | 5 | 1440 | < th | dose independent | rect. | 11 | 19 |
129 | 117.97 | humidity | 80 | 30 | > th | dose dependent | rect. | 4 | 20 |
142 | 118.03 | wind | 5 | 1440 | > th | dose independent | rect. | 14 | 22 |
146 | 118.05 | atmosphere | 1005 | 720 | < th | dose independent | rect. | 19 | 11 |
151 | 118.07 | wind | 5 | 1440 | > th | dose dependent | rect. | 14 | 22 |
155 | 118.09 | atmosphere | 1005 | 720 | < th | dose independent | rect. | 20 | 9 |
158 | 118.09 | atmosphere | 995 | 10 | > th | dose dependent | rect. | 4 | 8 |
188 | 118.19 | wind | 5 | 1440 | > th | dose independent | rect. | 14 | 16 |
219 | 118.25 | wind | 5 | 1440 | > th | dose independent | sin | 16 | NA |
230 | 118.27 | wind | 5 | 1440 | > th | dose independent | rect. | 22 | 22 |
262 | 118.32 | wind | 5 | 1440 | < th | dose independent | rect. | 14 | 22 |
275 | 118.35 | wind | 5 | 1440 | > th | dose independent | no | NA | NA |
298 | 118.39 | wind | 5 | 1440 | > th | dose dependent | rect. | 21 | 22 |
303 | 118.40 | wind | 5 | 1440 | > th | dose dependent | rect. | 10 | 17 |
312 | 118.41 | wind | 5 | 1440 | > th | dose independent | rect. | 18 | 23 |
329 | 118.44 | atmosphere | 1005 | 720 | < th | dose independent | sin | 11 | NA |
339 | 118.45 | wind | 5 | 1440 | < th | dose independent | rect. | 22 | 22 |
340 | 118.45 | atmosphere | 1010 | 10 | < th | dose dependent | rect. | 24 | 10 |
348 | 118.46 | wind | 5 | 1440 | > th | dose independent | rect. | 2 | 23 |
355 | 118.47 | wind | 5 | 1440 | < th | dose independent | sin | 16 | NA |
356 | 118.47 | atmosphere | 1005 | 270 | > th | dose independent | sin | 8 | NA |
364 | 118.47 | wind | 5 | 1440 | > th | dose dependent | rect. | 14 | 13 |
385 | 118.49 | wind | 5 | 1440 | < th | dose independent | rect. | 20 | 23 |
416 | 118.51 | wind | 5 | 1440 | > th | dose dependent | rect. | 14 | 16 |
438 | 118.54 | wind | 5 | 1440 | < th | dose independent | no | NA | NA |
444 | 118.54 | atmosphere | 1010 | 10 | < th | dose dependent | sin | 6 | NA |
473 | 118.58 | atmosphere | 995 | 10 | > th | dose dependent | sin | 6 | NA |
476 | 118.58 | humidity | 90 | 270 | > th | dose dependent | rect. | 13 | 19 |
484 | 118.59 | wind | 5 | 1440 | < th | dose independent | rect. | 18 | 23 |
523 | 118.65 | atmosphere | 1010 | 90 | < th | dose dependent | rect. | 23 | 11 |
524 | 118.65 | humidity | 90 | 270 | > th | dose dependent | rect. | 17 | 15 |
560 | 118.68 | humidity | 90 | 270 | > th | dose dependent | rect. | 1 | 23 |
589 | 118.72 | wind | 5 | 1440 | > th | dose dependent | no | NA | NA |
606 | 118.74 | humidity | 80 | 10 | > th | dose independent | rect. | 4 | 22 |
622 | 118.76 | wind | 5 | 720 | < th | dose independent | rect. | 17 | 16 |
624 | 118.76 | humidity | 90 | 270 | < th | dose independent | rect. | 23 | 18 |
646 | 118.78 | humidity | 90 | 270 | < th | dose independent | rect. | 22 | 21 |
675 | 118.81 | wind | 5 | 1440 | > th | dose dependent | sin | 17 | NA |
678 | 118.82 | humidity | 90 | 270 | < th | dose independent | sin | 9 | NA |
681 | 118.82 | humidity | 90 | 270 | > th | dose dependent | sin | 8 | NA |
683 | 118.82 | wind | 5 | 1440 | > th | dose dependent | rect. | 18 | 23 |
714 | 118.86 | humidity | 80 | 10 | > th | dose independent | rect. | 4 | 20 |
732 | 118.89 | atmosphere | 1005 | 720 | > th | dose independent | rect. | 21 | 1 |
734 | 118.89 | wind | 1 | 270 | < th | dose dependent | rect. | 1 | 4 |
743 | 118.90 | wind | 5 | 720 | > th | dose dependent | sin | 11 | NA |
773 | 118.94 | humidity | 90 | 4320 | > th | dose dependent | rect. | 5 | 4 |
789 | 118.95 | humidity | 90 | 270 | > th | dose dependent | rect. | 22 | 23 |
791 | 118.96 | wind | 5 | 720 | < th | dose independent | sin | 11 | NA |
818 | 118.98 | humidity | 80 | 90 | > th | dose dependent | rect. | 15 | 23 |
841 | 119.02 | wind | 5 | 1440 | > th | dose dependent | rect. | 15 | 4 |
846 | 119.02 | humidity | 90 | 270 | > th | dose dependent | rect. | 20 | 23 |
847 | 119.03 | atmosphere | 1005 | 270 | < th | dose independent | sin | 8 | NA |
887 | 119.08 | humidity | 90 | 270 | > th | dose dependent | no | NA | NA |