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Os01g0729900 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
59.82 | 0.363 | 12.2 | 0.449 | 1.11 | -0.695 | 0.0094 | -0.016 | 0.406 | 20.1 | 75 | 931 | -- | -- |
59.52 | 0.359 | 12.2 | 0.451 | 1.19 | -0.742 | 0.0265 | -- | 0.398 | 19.9 | 75 | 844 | -- | -- |
59.53 | 0.359 | 12.2 | 0.452 | 1.19 | -0.737 | -- | 0.0796 | 0.399 | 19.9 | 74.29 | 844 | -- | -- |
59.53 | 0.359 | 12.2 | 0.452 | 1.19 | -0.743 | -- | -- | 0.399 | 19.9 | 74.96 | 844 | -- | -- |
100.93 | 0.468 | 12.1 | 0.444 | -- | -0.46 | -- | 0.387 | 0.438 | -- | 74.3 | 2830 | -- | -- |
69.62 | 0.391 | 12.2 | 0.374 | 0.821 | -- | 0.0298 | -- | 0.354 | 19.4 | -- | -- | -- | -- |
69.62 | 0.391 | 12.2 | 0.373 | 0.821 | -- | -- | -- | 0.354 | 19.4 | -- | -- | -- | -- |
100.75 | 0.467 | 12.1 | 0.389 | -- | -0.462 | -- | -- | 0.403 | -- | 75.43 | 2846 | -- | -- |
64.83 | 0.375 | 12.2 | -- | 1.15 | -0.675 | -- | -- | 0.345 | 19.9 | 74.98 | 843 | -- | -- |
105.54 | 0.48 | 12.1 | 0.36 | -- | -- | -- | -- | 0.341 | -- | -- | -- | -- | -- |
73.29 | 0.4 | 12.2 | -- | 0.817 | -- | -- | -- | 0.312 | 19.5 | -- | -- | -- | -- |
104.72 | 0.477 | 12.1 | -- | -- | -0.434 | -- | -- | 0.355 | -- | 75.44 | 2833 | -- | -- |
108.97 | 0.487 | 12.2 | -- | -- | -- | -- | -- | 0.301 | -- | -- | -- | -- | -- |
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 | 55.02 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 3 |
2 | 55.15 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 3 |
3 | 55.52 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 9 | 5 |
12 | 56.30 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 8 | 7 |
19 | 56.54 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 2 |
23 | 56.74 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 10 | 4 |
82 | 57.79 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 11 | 2 |
86 | 57.83 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 9 | 2 |
87 | 57.83 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 2 |
92 | 57.89 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 9 | 5 |
93 | 57.90 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 14 | 10 |
114 | 58.12 | humidity | 80.0 | 1440 | < th | dose independent | sin | 3 | NA |
118 | 58.15 | radiation | 1.0 | 720 | < th | dose independent | rect. | 11 | 14 |
130 | 58.25 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 11 | 14 |
132 | 58.30 | humidity | 80.0 | 1440 | > th | dose independent | sin | 2 | NA |
174 | 58.57 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 13 | 13 |
187 | 58.64 | humidity | 80.0 | 720 | > th | dose independent | rect. | 11 | 8 |
190 | 58.67 | radiation | 1.0 | 720 | > th | dose independent | rect. | 9 | 10 |
201 | 58.67 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 10 | 22 |
215 | 58.75 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 11 | 6 |
219 | 58.78 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 10 | 19 |
223 | 58.78 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 10 | 14 |
233 | 58.84 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
235 | 58.84 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 6 | 8 |
249 | 58.88 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 9 | 22 |
264 | 58.91 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 21 | 17 |
290 | 58.99 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 15 | 22 |
323 | 59.13 | radiation | 1.0 | 720 | < th | dose independent | rect. | 11 | 7 |
329 | 59.15 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
342 | 59.18 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 3 |
349 | 59.19 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 20 | 22 |
353 | 59.20 | atmosphere | 995.0 | 43200 | > th | dose independent | no | NA | NA |
367 | 59.21 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 21 | 11 |
427 | 59.34 | temperature | 25.0 | 90 | < th | dose independent | rect. | 12 | 19 |
433 | 59.36 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 5 |
435 | 59.36 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 5 |
460 | 59.41 | humidity | 80.0 | 1440 | < th | dose dependent | sin | 5 | NA |
471 | 59.43 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 5 |
483 | 59.45 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 13 | 20 |
495 | 59.50 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 5 |
499 | 59.52 | humidity | 80.0 | 720 | > th | dose independent | sin | 22 | NA |
500 | 59.52 | atmosphere | 995.0 | 43200 | < th | dose independent | no | NA | NA |
505 | 59.52 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 21 | 22 |
532 | 59.57 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
538 | 59.59 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 24 | 23 |
571 | 59.64 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
593 | 59.68 | radiation | 1.0 | 720 | < th | dose independent | sin | 19 | NA |
638 | 59.76 | radiation | 1.0 | 720 | < th | dose dependent | sin | 19 | NA |
663 | 59.80 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
675 | 59.81 | humidity | 70.0 | 720 | > th | dose dependent | sin | 20 | NA |
677 | 59.81 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 4 |
691 | 59.83 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 12 | 23 |
697 | 59.85 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 4 | 1 |
713 | 59.85 | radiation | 1.0 | 1440 | > th | dose dependent | rect. | 4 | 1 |
766 | 59.94 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 16 | 1 |
770 | 59.94 | humidity | 70.0 | 14400 | > th | dose dependent | rect. | 4 | 1 |
775 | 59.95 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 16 | 1 |
778 | 59.95 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 16 | 1 |
791 | 59.97 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 5 |
866 | 60.06 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 3 |
902 | 60.10 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 2 |
931 | 60.13 | atmosphere | 995.0 | 43200 | < th | dose dependent | sin | 16 | NA |
945 | 60.15 | atmosphere | 995.0 | 43200 | < th | dose independent | sin | 17 | NA |
957 | 60.16 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
987 | 60.18 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
989 | 60.18 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
991 | 60.18 | radiation | 20.0 | 14400 | > th | dose independent | rect. | 17 | 1 |