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Os03g0651300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF580 family 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
55.97 | 0.351 | 8.37 | 0.45 | 1.26 | 1.18 | 0.609 | -1.32 | -0.0031 | 21.7 | 20.56 | 252 | -- | -- |
57.19 | 0.352 | 8.34 | 0.677 | 1.22 | 1.12 | 0.624 | -- | 0.0612 | 21.7 | 19.2 | 315 | -- | -- |
57.38 | 0.353 | 8.37 | 0.419 | 1.26 | 1.19 | -- | -1.36 | -0.00735 | 21.7 | 20.53 | 250 | -- | -- |
58.5 | 0.356 | 8.34 | 0.657 | 1.21 | 1.12 | -- | -- | 0.059 | 21.6 | 19.1 | 329 | -- | -- |
116.53 | 0.503 | 8.37 | 0.219 | -- | 1.78 | -- | -1.38 | -0.129 | -- | 21.18 | 624 | -- | -- |
77.47 | 0.413 | 8.31 | 0.948 | 1.43 | -- | 0.696 | -- | 0.256 | 20.6 | -- | -- | -- | -- |
79.04 | 0.416 | 8.31 | 0.926 | 1.43 | -- | -- | -- | 0.256 | 20.6 | -- | -- | -- | -- |
117.29 | 0.504 | 8.34 | 0.417 | -- | 1.98 | -- | -- | -0.0841 | -- | 17 | 624 | -- | -- |
63.64 | 0.372 | 8.39 | -- | 1.4 | 1.15 | -- | -- | -0.123 | 20.5 | 16.52 | 7656 | -- | -- |
193.61 | 0.65 | 8.27 | 0.921 | -- | -- | -- | -- | 0.243 | -- | -- | -- | -- | -- |
101.66 | 0.472 | 8.33 | -- | 1.42 | -- | -- | -- | 0.153 | 20.6 | -- | -- | -- | -- |
121.35 | 0.513 | 8.36 | -- | -- | 2.15 | -- | -- | -0.147 | -- | 16.6 | 634 | -- | -- |
216 | 0.686 | 8.29 | -- | -- | -- | -- | -- | 0.141 | -- | -- | -- | -- | -- |
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 | 41.54 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 16 |
9 | 43.49 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 3 | 16 |
48 | 48.09 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 5 | 8 |
74 | 48.85 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 6 | 17 |
174 | 51.73 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 7 |
218 | 52.59 | temperature | 15.0 | 270 | > th | dose independent | rect. | 1 | 16 |
220 | 52.61 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 8 | 10 |
264 | 53.11 | wind | 7.0 | 270 | < th | dose independent | rect. | 24 | 17 |
270 | 53.14 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 21 | 15 |
276 | 53.20 | temperature | 25.0 | 270 | < th | dose independent | rect. | 6 | 17 |
279 | 53.22 | temperature | 30.0 | 270 | < th | dose independent | rect. | 18 | 18 |
290 | 53.32 | humidity | 60.0 | 270 | > th | dose independent | rect. | 17 | 7 |
345 | 53.77 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 17 | 7 |
365 | 53.88 | radiation | 10.0 | 270 | < th | dose independent | rect. | 17 | 7 |
373 | 53.92 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 19 |
385 | 54.01 | radiation | 1.0 | 270 | < th | dose independent | rect. | 6 | 18 |
389 | 54.04 | temperature | 15.0 | 90 | > th | dose independent | rect. | 19 | 8 |
396 | 54.11 | radiation | 1.0 | 270 | < th | dose independent | rect. | 5 | 20 |
400 | 54.15 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 17 |
402 | 54.15 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 17 |
409 | 54.16 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 17 |
429 | 54.25 | temperature | 15.0 | 90 | > th | dose independent | rect. | 3 | 16 |
432 | 54.27 | temperature | 25.0 | 270 | < th | dose independent | rect. | 6 | 6 |
437 | 54.29 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 7 |
445 | 54.35 | temperature | 30.0 | 90 | < th | dose independent | rect. | 6 | 9 |
451 | 54.39 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 15 |
462 | 54.44 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 9 |
463 | 54.44 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 9 |
464 | 54.44 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 4 | 9 |
465 | 54.44 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 15 |
467 | 54.46 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 7 |
469 | 54.47 | temperature | 15.0 | 270 | > th | dose dependent | sin | 0 | NA |
475 | 54.52 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 9 |
477 | 54.52 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 9 |
482 | 54.55 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 24 | 10 |
483 | 54.55 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 20 | 16 |
484 | 54.56 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 17 |
508 | 54.66 | temperature | 10.0 | 720 | > th | dose dependent | sin | 7 | NA |
526 | 54.77 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 16 |
528 | 54.77 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 16 |
547 | 54.84 | temperature | 30.0 | 90 | < th | dose independent | rect. | 18 | 9 |
554 | 54.86 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 11 | 23 |
583 | 54.98 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 7 |
586 | 55.01 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 9 |
592 | 55.07 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 7 |
593 | 55.07 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 7 |
612 | 55.14 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 10 | 23 |
636 | 55.29 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 11 | 7 |
640 | 55.31 | radiation | 40.0 | 90 | < th | dose independent | rect. | 15 | 15 |
642 | 55.31 | temperature | 30.0 | 720 | < th | dose dependent | sin | 7 | NA |
674 | 55.39 | temperature | 10.0 | 90 | > th | dose independent | rect. | 15 | 15 |
680 | 55.43 | temperature | 30.0 | 30 | < th | dose independent | rect. | 6 | 21 |
696 | 55.50 | wind | 9.0 | 90 | < th | dose independent | rect. | 3 | 16 |
703 | 55.51 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 7 | 2 |
719 | 55.57 | wind | 1.0 | 270 | > th | dose independent | rect. | 4 | 9 |
720 | 55.57 | wind | 9.0 | 90 | < th | dose independent | rect. | 15 | 15 |
723 | 55.59 | humidity | 50.0 | 270 | > th | dose independent | rect. | 5 | 8 |
737 | 55.61 | temperature | 30.0 | 270 | < th | dose dependent | sin | 23 | NA |
749 | 55.66 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 13 | 4 |
797 | 55.84 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 19 | 8 |
798 | 55.84 | radiation | 1.0 | 90 | < th | dose independent | rect. | 19 | 8 |
804 | 55.84 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 3 | 16 |
822 | 55.88 | wind | 9.0 | 90 | < th | dose independent | rect. | 19 | 8 |
893 | 56.06 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 13 | 16 |
899 | 56.07 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 7 | 2 |
901 | 56.08 | temperature | 20.0 | 270 | > th | dose dependent | no | NA | NA |
906 | 56.10 | wind | 1.0 | 90 | > th | dose independent | rect. | 6 | 9 |
948 | 56.20 | temperature | 20.0 | 270 | > th | dose independent | rect. | 11 | 7 |
953 | 56.20 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 12 | 17 |
965 | 56.23 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 16 |
969 | 56.23 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 16 |
972 | 56.24 | radiation | 1.0 | 90 | > th | dose independent | rect. | 6 | 9 |
980 | 56.26 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 19 | 8 |
982 | 56.26 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 19 | 8 |