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Os10g0364900 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
439.02 | 0.984 | 8.68 | -3.4 | 5.55 | 0.319 | 0.551 | -5.04 | 0.0533 | 21.1 | 20.25 | 900 | -- | -- |
481.38 | 1.02 | 8.56 | -2.76 | 5.49 | 1.73 | -0.802 | -- | 0.188 | 21.1 | 18.61 | 698 | -- | -- |
439.96 | 0.977 | 8.67 | -3.38 | 5.55 | 0.338 | -- | -4.85 | 0.0595 | 21.1 | 20.27 | 904 | -- | -- |
482.28 | 1.02 | 8.54 | -2.75 | 5.43 | 1.81 | -- | -- | 0.22 | 21.1 | 18.55 | 735 | -- | -- |
2128.53 | 2.15 | 8.6 | -3.73 | -- | 1.73 | -- | -4.65 | -0.463 | -- | 21.2 | 778 | -- | -- |
522.94 | 1.07 | 8.5 | -2.21 | 5.59 | -- | -0.811 | -- | 0.437 | 21.2 | -- | -- | -- | -- |
525.26 | 1.07 | 8.5 | -2.18 | 5.59 | -- | -- | -- | 0.438 | 21.2 | -- | -- | -- | -- |
1775.54 | 1.96 | 8.7 | -3.48 | -- | 3.37 | -- | -- | -0.737 | -- | 25.94 | 671 | -- | -- |
646.57 | 1.19 | 8.45 | -- | 5.59 | 0.852 | -- | -- | 0.667 | 21.1 | 17 | 410 | -- | -- |
2335.43 | 2.26 | 8.35 | -2.16 | -- | -- | -- | -- | 0.41 | -- | -- | -- | -- | -- |
650.85 | 1.19 | 8.44 | -- | 5.59 | -- | -- | -- | 0.681 | 21.1 | -- | -- | -- | -- |
2026.94 | 2.1 | 8.51 | -- | -- | 2.98 | -- | -- | -0.199 | -- | 25.7 | 653 | -- | -- |
2459.07 | 2.31 | 8.29 | -- | -- | -- | -- | -- | 0.65 | -- | -- | -- | -- | -- |
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 | 431.34 | temperature | 20 | 720 | > th | dose independent | sin | 9 | NA |
3 | 431.53 | temperature | 20 | 720 | < th | dose independent | rect. | 18 | 14 |
6 | 432.31 | temperature | 20 | 720 | < th | dose independent | sin | 10 | NA |
9 | 432.56 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 14 |
10 | 432.57 | temperature | 20 | 720 | > th | dose independent | rect. | 21 | 12 |
25 | 433.86 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 1 |
27 | 434.00 | temperature | 20 | 720 | > th | dose independent | rect. | 2 | 4 |
29 | 434.21 | temperature | 20 | 720 | > th | dose independent | rect. | 16 | 18 |
40 | 434.79 | temperature | 20 | 720 | > th | dose independent | rect. | 23 | 8 |
59 | 435.98 | radiation | 20 | 10 | < th | dose dependent | rect. | 6 | 23 |
61 | 436.08 | temperature | 20 | 720 | > th | dose independent | rect. | 13 | 20 |
74 | 436.83 | temperature | 10 | 720 | > th | dose dependent | sin | 9 | NA |
77 | 436.87 | temperature | 25 | 720 | < th | dose dependent | rect. | 21 | 11 |
81 | 437.04 | temperature | 15 | 720 | > th | dose dependent | rect. | 21 | 12 |
82 | 437.05 | temperature | 20 | 720 | < th | dose independent | rect. | 1 | 6 |
83 | 437.06 | temperature | 25 | 720 | < th | dose dependent | sin | 10 | NA |
86 | 437.18 | temperature | 25 | 720 | < th | dose dependent | rect. | 20 | 13 |
88 | 437.24 | radiation | 20 | 10 | < th | dose dependent | rect. | 23 | 23 |
108 | 438.03 | temperature | 25 | 720 | < th | dose dependent | rect. | 22 | 9 |
117 | 438.17 | temperature | 15 | 720 | > th | dose dependent | rect. | 19 | 15 |
119 | 438.19 | temperature | 15 | 720 | > th | dose dependent | rect. | 18 | 17 |
150 | 438.98 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 1 |
189 | 439.74 | temperature | 15 | 720 | > th | dose dependent | rect. | 16 | 19 |
202 | 440.12 | temperature | 20 | 720 | > th | dose dependent | rect. | 22 | 10 |
207 | 440.20 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 14 | 4 |
228 | 440.51 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 14 | 6 |
233 | 440.65 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 14 | 5 |
241 | 440.81 | radiation | 20 | 10 | < th | dose dependent | rect. | 24 | 17 |
255 | 441.03 | radiation | 20 | 10 | < th | dose dependent | rect. | 23 | 21 |
261 | 441.09 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 15 | 1 |
268 | 441.17 | temperature | 20 | 720 | > th | dose independent | rect. | 5 | 1 |
272 | 441.26 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 15 | 3 |
279 | 441.42 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 15 | 1 |
334 | 442.76 | temperature | 20 | 720 | < th | dose independent | rect. | 5 | 1 |
384 | 443.39 | radiation | 20 | 10 | < th | dose dependent | sin | 2 | NA |
418 | 443.85 | temperature | 20 | 720 | < th | dose independent | rect. | 24 | 23 |
424 | 443.91 | humidity | 80 | 14400 | > th | dose dependent | rect. | 18 | 12 |
432 | 444.06 | temperature | 20 | 720 | > th | dose independent | no | NA | NA |
452 | 444.41 | radiation | 20 | 10 | < th | dose dependent | rect. | 21 | 23 |
465 | 444.53 | temperature | 20 | 720 | < th | dose independent | no | NA | NA |
501 | 444.89 | temperature | 20 | 720 | > th | dose independent | rect. | 21 | 23 |
512 | 444.98 | temperature | 20 | 720 | > th | dose dependent | rect. | 2 | 4 |
515 | 445.01 | temperature | 20 | 1440 | > th | dose independent | rect. | 24 | 13 |
520 | 445.03 | humidity | 90 | 43200 | < th | dose dependent | rect. | 19 | 10 |
522 | 445.04 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 2 |
569 | 445.43 | humidity | 90 | 43200 | < th | dose dependent | rect. | 20 | 4 |
577 | 445.46 | humidity | 90 | 43200 | < th | dose dependent | rect. | 21 | 2 |
596 | 445.59 | temperature | 25 | 4320 | < th | dose dependent | rect. | 3 | 1 |
608 | 445.74 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 11 |
633 | 445.88 | humidity | 80 | 43200 | > th | dose independent | rect. | 17 | 13 |
673 | 446.08 | temperature | 10 | 4320 | > th | dose dependent | rect. | 3 | 1 |
684 | 446.15 | humidity | 80 | 43200 | > th | dose independent | rect. | 16 | 15 |
685 | 446.16 | temperature | 10 | 4320 | > th | dose dependent | rect. | 5 | 2 |
689 | 446.17 | temperature | 20 | 720 | > th | dose independent | rect. | 24 | 23 |
705 | 446.26 | temperature | 30 | 4320 | < th | dose dependent | rect. | 5 | 2 |
718 | 446.34 | humidity | 80 | 14400 | > th | dose dependent | sin | 11 | NA |
726 | 446.38 | temperature | 20 | 4320 | < th | dose independent | rect. | 6 | 1 |
728 | 446.39 | temperature | 25 | 4320 | < th | dose dependent | rect. | 2 | 5 |
733 | 446.42 | humidity | 70 | 14400 | > th | dose dependent | rect. | 24 | 1 |
736 | 446.43 | radiation | 10 | 10 | < th | dose independent | rect. | 7 | 22 |
744 | 446.49 | temperature | 10 | 4320 | > th | dose dependent | rect. | 3 | 4 |
758 | 446.57 | temperature | 20 | 720 | > th | dose independent | rect. | 2 | 23 |
843 | 446.89 | humidity | 80 | 43200 | < th | dose independent | rect. | 17 | 11 |
914 | 447.21 | humidity | 80 | 14400 | > th | dose dependent | rect. | 23 | 9 |
925 | 447.24 | temperature | 20 | 720 | > th | dose independent | rect. | 5 | 23 |
966 | 447.40 | humidity | 80 | 43200 | > th | dose independent | sin | 13 | NA |