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Os06g0528700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Flavin-containing monooxygenase FMO 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
229.23 | 0.711 | 7.21 | -3.62 | 0.755 | -1.64 | 0.514 | 3.07 | -0.378 | 2.59 | 32.5 | 1134 | -- | -- |
229.45 | 0.705 | 7.16 | -3.15 | 0.761 | -1.33 | 0.522 | -- | -0.372 | 2.54 | 32.5 | 1117 | -- | -- |
230.11 | 0.707 | 7.21 | -3.61 | 0.754 | -1.63 | -- | 2.9 | -0.376 | 2.64 | 32.5 | 1130 | -- | -- |
230.27 | 0.707 | 7.15 | -3.15 | 0.761 | -1.32 | -- | -- | -0.373 | 2.63 | 32.49 | 1116 | -- | -- |
262.35 | 0.754 | 7.19 | -3.52 | -- | -1.71 | -- | 2.28 | -0.334 | -- | 32.5 | 1130 | -- | -- |
308.26 | 0.823 | 7.21 | -2.81 | 0.943 | -- | 0.855 | -- | -0.612 | 2.21 | -- | -- | -- | -- |
310.98 | 0.826 | 7.21 | -2.83 | 0.945 | -- | -- | -- | -0.617 | 2.25 | -- | -- | -- | -- |
262.41 | 0.754 | 7.15 | -3.15 | -- | -1.45 | -- | -- | -0.334 | -- | 32.42 | 1116 | -- | -- |
483.62 | 1.02 | 7.1 | -- | 0.769 | -0.907 | -- | -- | -0.107 | 2.59 | 32.51 | 1087 | -- | -- |
364.17 | 0.892 | 7.2 | -2.79 | -- | -- | -- | -- | -0.594 | -- | -- | -- | -- | -- |
522.75 | 1.07 | 7.14 | -- | 0.892 | -- | -- | -- | -0.301 | 2.19 | -- | -- | -- | -- |
516.07 | 1.06 | 7.09 | -- | -- | -1.05 | -- | -- | -0.0695 | -- | 32.44 | 1109 | -- | -- |
570.2 | 1.11 | 7.13 | -- | -- | -- | -- | -- | -0.284 | -- | -- | -- | -- | -- |
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 | 230.42 | temperature | 30 | 1440 | > th | dose dependent | rect. | 15 | 1 |
2 | 230.56 | humidity | 80 | 1440 | < th | dose dependent | rect. | 16 | 3 |
3 | 230.63 | temperature | 30 | 1440 | > th | dose dependent | rect. | 14 | 4 |
39 | 231.53 | temperature | 30 | 1440 | > th | dose dependent | sin | 14 | NA |
171 | 234.30 | temperature | 30 | 1440 | > th | dose dependent | no | NA | NA |
342 | 234.93 | temperature | 30 | 1440 | > th | dose dependent | rect. | 17 | 23 |
357 | 235.11 | humidity | 70 | 720 | < th | dose independent | rect. | 17 | 3 |
388 | 235.24 | temperature | 30 | 1440 | > th | dose independent | rect. | 15 | 4 |
418 | 235.31 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 14 |
422 | 235.36 | humidity | 70 | 720 | > th | dose independent | rect. | 17 | 9 |
424 | 235.38 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 17 |
427 | 235.41 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 11 |
432 | 235.47 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 8 |
434 | 235.48 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 5 |
472 | 235.90 | temperature | 30 | 1440 | < th | dose independent | sin | 13 | NA |
476 | 235.96 | temperature | 30 | 1440 | > th | dose independent | sin | 13 | NA |
493 | 236.21 | temperature | 30 | 720 | > th | dose independent | rect. | 17 | 16 |
531 | 236.42 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 20 |
543 | 236.70 | temperature | 30 | 1440 | > th | dose independent | rect. | 14 | 20 |
557 | 237.02 | temperature | 30 | 720 | > th | dose independent | rect. | 17 | 2 |
629 | 237.95 | humidity | 50 | 1440 | > th | dose dependent | rect. | 17 | 2 |
642 | 238.09 | radiation | 30 | 1440 | > th | dose independent | rect. | 7 | 1 |
706 | 238.54 | humidity | 70 | 1440 | < th | dose dependent | sin | 13 | NA |
888 | 239.35 | humidity | 60 | 1440 | > th | dose independent | rect. | 16 | 12 |
909 | 239.51 | humidity | 60 | 1440 | > th | dose independent | rect. | 16 | 3 |
923 | 239.60 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 19 |
932 | 239.64 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 22 |
934 | 239.66 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 16 |
938 | 239.69 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 10 |
939 | 239.69 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 13 |
957 | 239.87 | humidity | 60 | 1440 | < th | dose independent | sin | 13 | NA |