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Os01g0700900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Cytochrome P450 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 = humidity,
response mode = > th, dose dependency = dose independent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
275.89 | 0.78 | 3.38 | -0.703 | 4.62 | -6.36 | -2.44 | 3.99 | 0.465 | 6.23 | 70.34 | 708 | 17.2 | 14.2 |
276.09 | 0.774 | 3.36 | -0.665 | 4.77 | -6.44 | 0.582 | -- | 0.486 | 6.29 | 71.14 | 700 | 17.4 | 14 |
278.54 | 0.777 | 3.37 | -0.711 | 4.07 | -6.07 | -- | 0.943 | 0.492 | 6.53 | 70 | 736 | 16.8 | 14.8 |
276.82 | 0.775 | 3.36 | -0.668 | 4.67 | -6.35 | -- | -- | 0.467 | 6.33 | 71.1 | 701 | 17.4 | 14 |
353.11 | 0.88 | 3.54 | -0.527 | -- | 0.216 | -- | 0.394 | 0.169 | -- | 69.99 | 4295 | 16.8 | 14.8 |
350.3 | 0.877 | 3.54 | -0.534 | 0.386 | -- | 0.287 | -- | 0.201 | 21.7 | -- | -- | -- | -- |
350.49 | 0.877 | 3.54 | -0.543 | 0.392 | -- | -- | -- | 0.202 | 21.2 | -- | -- | -- | -- |
314 | 0.825 | 3.63 | -1.97 | -- | 2.07 | -- | -- | -0.23 | -- | 77.34 | 47520 | 19.4 | 6.35 |
288.3 | 0.791 | 3.35 | -- | 4.62 | -6.26 | -- | -- | 0.52 | 6.41 | 71.62 | 694 | 17.5 | 14 |
359.38 | 0.886 | 3.53 | -0.541 | -- | -- | -- | -- | 0.2 | -- | -- | -- | -- | -- |
358.25 | 0.885 | 3.53 | -- | 0.392 | -- | -- | -- | 0.262 | 21.1 | -- | -- | -- | -- |
355.12 | 0.878 | 3.54 | -- | -- | 0.667 | -- | -- | 0.216 | -- | 76.8 | 47520 | 20.2 | 8.2 |
367.11 | 0.894 | 3.52 | -- | -- | -- | -- | -- | 0.26 | -- | -- | -- | -- | -- |
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 | 276.88 | humidity | 70 | 720 | > th | dose independent | rect. | 17 | 14 |
3 | 280.36 | humidity | 70 | 720 | > th | dose independent | rect. | 17 | 6 |
5 | 280.73 | humidity | 70 | 720 | < th | dose independent | rect. | 17 | 15 |
7 | 281.29 | humidity | 70 | 720 | < th | dose independent | rect. | 17 | 3 |
60 | 286.29 | humidity | 70 | 720 | < th | dose independent | sin | 12 | NA |
62 | 286.82 | humidity | 70 | 720 | > th | dose independent | sin | 12 | NA |
63 | 286.84 | humidity | 70 | 720 | > th | dose independent | rect. | 18 | 3 |
68 | 287.22 | humidity | 80 | 720 | < th | dose dependent | rect. | 17 | 3 |
70 | 287.55 | humidity | 80 | 720 | < th | dose dependent | rect. | 18 | 1 |
72 | 288.23 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 3 |
81 | 289.05 | wind | 5 | 43200 | > th | dose dependent | rect. | 8 | 11 |
82 | 289.06 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 6 |
89 | 289.25 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 8 |
91 | 289.28 | wind | 5 | 43200 | > th | dose dependent | rect. | 4 | 15 |
93 | 289.32 | wind | 5 | 43200 | > th | dose dependent | sin | 22 | NA |
99 | 289.43 | wind | 5 | 43200 | > th | dose independent | rect. | 11 | 19 |
117 | 289.63 | wind | 5 | 43200 | > th | dose dependent | rect. | 12 | 19 |
119 | 289.69 | wind | 5 | 43200 | > th | dose independent | rect. | 9 | 8 |
126 | 289.78 | wind | 5 | 43200 | < th | dose independent | rect. | 10 | 20 |
127 | 289.79 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 11 |
128 | 289.79 | temperature | 30 | 1440 | < th | dose independent | rect. | 17 | 15 |
168 | 290.09 | wind | 5 | 43200 | > th | dose dependent | rect. | 12 | 4 |
172 | 290.13 | wind | 5 | 43200 | > th | dose independent | rect. | 10 | 6 |
195 | 290.26 | wind | 5 | 43200 | > th | dose independent | rect. | 2 | 18 |
197 | 290.27 | wind | 5 | 43200 | > th | dose independent | sin | 23 | NA |
199 | 290.29 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 3 |
215 | 290.36 | wind | 5 | 14400 | > th | dose independent | rect. | 11 | 1 |
216 | 290.40 | wind | 5 | 43200 | < th | dose independent | rect. | 8 | 9 |
236 | 290.50 | temperature | 30 | 1440 | > th | dose independent | rect. | 16 | 3 |
297 | 290.65 | wind | 5 | 43200 | < th | dose independent | rect. | 2 | 18 |
302 | 290.70 | wind | 5 | 43200 | < th | dose independent | rect. | 10 | 6 |
317 | 290.77 | wind | 5 | 43200 | < th | dose independent | sin | 23 | NA |
342 | 290.87 | wind | 5 | 43200 | > th | dose independent | rect. | 9 | 14 |
344 | 290.87 | temperature | 30 | 1440 | > th | dose dependent | rect. | 14 | 5 |
361 | 290.90 | wind | 5 | 43200 | > th | dose dependent | rect. | 12 | 10 |
415 | 291.08 | temperature | 30 | 1440 | > th | dose dependent | rect. | 15 | 2 |
432 | 291.13 | wind | 5 | 14400 | < th | dose independent | rect. | 11 | 1 |
466 | 291.19 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 1 |
500 | 291.30 | wind | 7 | 43200 | < th | dose independent | rect. | 6 | 13 |
515 | 291.35 | wind | 7 | 43200 | < th | dose independent | rect. | 6 | 15 |
538 | 291.43 | temperature | 30 | 1440 | < th | dose independent | sin | 12 | NA |
542 | 291.44 | wind | 5 | 43200 | < th | dose independent | rect. | 8 | 14 |
580 | 291.56 | temperature | 30 | 1440 | > th | dose dependent | sin | 13 | NA |
708 | 291.85 | humidity | 80 | 43200 | < th | dose independent | rect. | 21 | 2 |
937 | 292.46 | temperature | 30 | 1440 | > th | dose independent | sin | 12 | NA |
962 | 292.52 | wind | 5 | 43200 | > th | dose dependent | no | NA | NA |