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Os09g0518900 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
217.7 | 0.693 | 7.76 | -1.25 | 0.51 | -0.612 | -0.73 | -1.45 | -0.0114 | 23.3 | 20 | 266 | -- | -- |
224.55 | 0.698 | 7.76 | -1.36 | 0.532 | -0.377 | -0.659 | -- | 0.00782 | 23.1 | 20.42 | 249 | -- | -- |
219.49 | 0.69 | 7.75 | -1.22 | 0.527 | -0.583 | -- | -1.48 | -0.0113 | 23.5 | 20.1 | 221 | -- | -- |
226.8 | 0.701 | 7.79 | -1.4 | 0.527 | -0.393 | -- | -- | -0.0556 | 23.4 | 20.5 | 225 | -- | -- |
235.81 | 0.715 | 7.74 | -1.15 | -- | -0.533 | -- | -1.53 | -0.00726 | -- | 20.16 | 366 | -- | -- |
229.27 | 0.71 | 7.77 | -1.32 | 0.483 | -- | -0.815 | -- | 0.02 | 23 | -- | -- | -- | -- |
232.08 | 0.713 | 7.77 | -1.28 | 0.487 | -- | -- | -- | 0.0229 | 23 | -- | -- | -- | -- |
236.08 | 0.716 | 7.79 | -1.34 | -- | -0.5 | -- | -- | -0.153 | -- | 24.8 | 820 | -- | -- |
274.41 | 0.776 | 7.74 | -- | 0.51 | -0.145 | -- | -- | 0.139 | 23 | 20.82 | 10 | -- | -- |
246.82 | 0.734 | 7.76 | -1.27 | -- | -- | -- | -- | 0.0264 | -- | -- | -- | -- | -- |
275.42 | 0.776 | 7.74 | -- | 0.477 | -- | -- | -- | 0.166 | 22.8 | -- | -- | -- | -- |
279.9 | 0.782 | 7.72 | -- | -- | 0.354 | -- | -- | 0.177 | -- | 28.47 | 4 | -- | -- |
289.48 | 0.794 | 7.73 | -- | -- | -- | -- | -- | 0.167 | -- | -- | -- | -- | -- |
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 | 211.80 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 22 | 2 |
5 | 213.84 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 19 | 8 |
8 | 214.04 | temperature | 20.0 | 270 | > th | dose independent | rect. | 15 | 22 |
25 | 214.88 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 10 | 1 |
27 | 214.96 | wind | 3.0 | 14400 | < th | dose dependent | sin | 14 | NA |
28 | 214.99 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 9 | 21 |
29 | 215.02 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 18 |
35 | 215.13 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 19 | 21 |
42 | 215.21 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 19 | 19 |
57 | 215.31 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 5 | 22 |
62 | 215.33 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 15 | 22 |
65 | 215.35 | wind | 1.0 | 14400 | > th | dose independent | rect. | 9 | 20 |
81 | 215.39 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
83 | 215.40 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 23 |
84 | 215.41 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 13 | 1 |
85 | 215.41 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 13 | 1 |
102 | 215.50 | wind | 3.0 | 14400 | < th | dose dependent | no | NA | NA |
117 | 215.53 | wind | 1.0 | 14400 | < th | dose independent | rect. | 9 | 20 |
158 | 215.74 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 14 | 2 |
164 | 215.76 | wind | 1.0 | 14400 | < th | dose independent | rect. | 6 | 18 |
166 | 215.77 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 12 | 15 |
189 | 215.87 | wind | 1.0 | 14400 | < th | dose independent | rect. | 13 | 14 |
199 | 215.91 | wind | 1.0 | 14400 | < th | dose independent | rect. | 6 | 21 |
223 | 216.00 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 17 | 4 |
227 | 216.02 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 13 | 1 |
229 | 216.03 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 14 | 9 |
230 | 216.04 | wind | 3.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
243 | 216.09 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 13 | 1 |
248 | 216.11 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 20 |
255 | 216.14 | wind | 1.0 | 14400 | > th | dose independent | rect. | 6 | 18 |
267 | 216.17 | wind | 1.0 | 14400 | < th | dose independent | sin | 16 | NA |
268 | 216.17 | wind | 1.0 | 14400 | > th | dose independent | rect. | 12 | 15 |
319 | 216.37 | wind | 1.0 | 14400 | < th | dose dependent | sin | 20 | NA |
338 | 216.43 | wind | 1.0 | 14400 | > th | dose independent | sin | 16 | NA |
356 | 216.49 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 23 |
360 | 216.51 | temperature | 20.0 | 720 | < th | dose independent | sin | 21 | NA |
363 | 216.52 | wind | 3.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
365 | 216.53 | wind | 1.0 | 4320 | > th | dose independent | rect. | 10 | 2 |
385 | 216.58 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 13 | 7 |
398 | 216.62 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 15 |
411 | 216.68 | wind | 3.0 | 14400 | < th | dose dependent | sin | 2 | NA |
426 | 216.74 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
437 | 216.77 | wind | 3.0 | 14400 | < th | dose independent | rect. | 14 | 4 |
443 | 216.79 | temperature | 20.0 | 720 | > th | dose independent | sin | 19 | NA |
461 | 216.85 | temperature | 20.0 | 720 | > th | dose independent | rect. | 13 | 8 |
462 | 216.85 | temperature | 20.0 | 720 | < th | dose independent | rect. | 10 | 11 |
465 | 216.85 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 5 | 11 |
498 | 216.95 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 5 | 9 |
508 | 216.98 | wind | 1.0 | 14400 | < th | dose independent | rect. | 13 | 11 |
509 | 216.98 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 18 |
518 | 217.01 | wind | 1.0 | 4320 | < th | dose independent | rect. | 10 | 1 |
539 | 217.05 | atmosphere | 1000.0 | 4320 | > th | dose independent | rect. | 10 | 1 |
543 | 217.05 | wind | 1.0 | 14400 | > th | dose independent | rect. | 19 | 23 |
550 | 217.06 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 9 | 9 |
561 | 217.09 | wind | 1.0 | 14400 | > th | dose independent | rect. | 13 | 11 |
567 | 217.10 | atmosphere | 1005.0 | 720 | < th | dose dependent | rect. | 11 | 1 |
570 | 217.11 | atmosphere | 1000.0 | 4320 | < th | dose independent | rect. | 10 | 1 |
581 | 217.12 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 5 | 1 |
605 | 217.16 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 5 | 1 |
625 | 217.19 | wind | 1.0 | 14400 | > th | dose independent | rect. | 15 | 23 |
631 | 217.20 | wind | 1.0 | 14400 | > th | dose independent | no | NA | NA |
647 | 217.22 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 22 |
657 | 217.23 | atmosphere | 1000.0 | 4320 | < th | dose dependent | rect. | 10 | 1 |
689 | 217.28 | wind | 3.0 | 14400 | < th | dose independent | rect. | 18 | 22 |
709 | 217.31 | temperature | 20.0 | 270 | < th | dose independent | rect. | 23 | 23 |
736 | 217.35 | wind | 3.0 | 14400 | < th | dose independent | rect. | 1 | 15 |
741 | 217.35 | temperature | 20.0 | 270 | > th | dose independent | rect. | 1 | 23 |
754 | 217.37 | wind | 1.0 | 14400 | > th | dose independent | rect. | 8 | 10 |
853 | 217.52 | wind | 3.0 | 14400 | < th | dose independent | rect. | 15 | 23 |
868 | 217.54 | wind | 1.0 | 14400 | < th | dose independent | rect. | 8 | 10 |
872 | 217.54 | wind | 3.0 | 14400 | > th | dose independent | rect. | 22 | 18 |
879 | 217.55 | wind | 3.0 | 14400 | > th | dose independent | rect. | 14 | 6 |
885 | 217.55 | temperature | 20.0 | 270 | < th | dose independent | rect. | 11 | 21 |
897 | 217.56 | humidity | 70.0 | 14400 | > th | dose dependent | rect. | 3 | 2 |
906 | 217.57 | temperature | 20.0 | 270 | < th | dose independent | rect. | 6 | 23 |
914 | 217.58 | wind | 1.0 | 14400 | > th | dose independent | rect. | 6 | 7 |
934 | 217.60 | radiation | 40.0 | 4320 | > th | dose independent | rect. | 7 | 1 |
953 | 217.60 | radiation | 40.0 | 4320 | > th | dose dependent | rect. | 7 | 1 |