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Os04g0175500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Transferase 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
437.01 | 0.982 | 5.54 | 1.76 | 1.6 | -2.26 | 2.25 | -1.86 | -0.697 | 17.9 | 21.5 | 1762 | -- | -- |
440.19 | 0.977 | 5.47 | 2.05 | 1.65 | -2.02 | 2.33 | -- | -0.604 | 18 | 22 | 1948 | -- | -- |
447.18 | 0.985 | 5.52 | 1.82 | 1.59 | -2.15 | -- | -1.38 | -0.66 | 17.8 | 21.73 | 1760 | -- | -- |
450.21 | 0.988 | 5.46 | 2.1 | 1.59 | -2.01 | -- | -- | -0.549 | 17.8 | 22.1 | 1758 | -- | -- |
564.91 | 1.11 | 5.47 | 1.67 | -- | -2.08 | -- | -1.08 | -0.654 | -- | 22 | 1380 | -- | -- |
582.43 | 1.13 | 5.61 | 1.3 | 1.56 | -- | 1.97 | -- | -1.22 | 17.9 | -- | -- | -- | -- |
591.79 | 1.14 | 5.61 | 1.29 | 1.57 | -- | -- | -- | -1.21 | 17.8 | -- | -- | -- | -- |
567.45 | 1.11 | 5.43 | 1.98 | -- | -2.03 | -- | -- | -0.572 | -- | 22.11 | 1380 | -- | -- |
540.05 | 1.08 | 5.55 | -- | 1.67 | -1.43 | -- | -- | -0.857 | 18.3 | 22.3 | 736 | -- | -- |
719.3 | 1.25 | 5.58 | 1.24 | -- | -- | -- | -- | -1.24 | -- | -- | -- | -- | -- |
635.61 | 1.18 | 5.64 | -- | 1.55 | -- | -- | -- | -1.35 | 17.8 | -- | -- | -- | -- |
659.82 | 1.2 | 5.51 | -- | -- | -1.5 | -- | -- | -0.913 | -- | 22.4 | 1305 | -- | -- |
759.89 | 1.29 | 5.61 | -- | -- | -- | -- | -- | -1.38 | -- | -- | -- | -- | -- |
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 | 439.66 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 1 |
2 | 441.92 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
4 | 443.46 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
10 | 449.34 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 21 | 2 |
18 | 454.51 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 15 | 21 |
20 | 454.61 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 21 | 2 |
23 | 454.70 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 24 | 23 |
25 | 454.79 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
30 | 455.06 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 9 | 23 |
36 | 455.18 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 22 | 23 |
42 | 455.47 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 16 | 13 |
49 | 455.60 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 19 | 23 |
52 | 455.65 | temperature | 25.0 | 720 | < th | dose dependent | no | NA | NA |
53 | 455.77 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 13 | 16 |
58 | 455.92 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 11 | 18 |
67 | 456.17 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 20 | 2 |
75 | 456.28 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 4 | 23 |
76 | 456.29 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 4 | 1 |
92 | 456.61 | temperature | 25.0 | 1440 | < th | dose dependent | sin | 15 | NA |
130 | 457.31 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 5 |
144 | 457.66 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 1 | 4 |
153 | 457.74 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 4 | 1 |
238 | 459.62 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
271 | 460.26 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 1 | 4 |
272 | 460.27 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 18 | 13 |
279 | 460.37 | radiation | 30.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
284 | 460.44 | wind | 1.0 | 43200 | > th | dose independent | rect. | 4 | 4 |
296 | 460.59 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
320 | 460.96 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
410 | 463.02 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
439 | 463.46 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
443 | 463.50 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 18 | 12 |
493 | 464.54 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 3 | 19 |
602 | 466.00 | wind | 9.0 | 14400 | < th | dose independent | rect. | 6 | 6 |
608 | 466.11 | temperature | 20.0 | 1440 | > th | dose independent | sin | 9 | NA |
610 | 466.12 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 11 | 2 |
625 | 466.25 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 18 | 6 |
637 | 466.41 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 3 |
661 | 466.66 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 20 | 7 |
680 | 466.93 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 3 | 19 |
727 | 467.48 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 13 | 1 |
736 | 467.56 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 1 |
770 | 468.00 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 2 |
854 | 468.85 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 18 | 6 |
858 | 468.89 | temperature | 20.0 | 1440 | < th | dose independent | sin | 9 | NA |
952 | 469.88 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 4 |
953 | 469.88 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 4 |
955 | 469.96 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 4 |
964 | 470.03 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 4 |
994 | 470.40 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 5 | 1 |