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Os02g0812000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : NAD-dependent epimerase/dehydratase 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
92.81 | 0.453 | 2.75 | 0.185 | 0.083 | 0.588 | 0.186 | 2.52 | 0.107 | 5 | 46.25 | 88 | -- | -- |
99.2 | 0.464 | 2.74 | 0.207 | 0.0807 | 0.35 | -0.199 | -- | 0.101 | 4.4 | 44.67 | 108 | -- | -- |
92.88 | 0.449 | 2.75 | 0.186 | 0.0843 | 0.592 | -- | 2.48 | 0.107 | 4.81 | 46.29 | 87 | -- | -- |
99.06 | 0.464 | 2.74 | 0.195 | 0.0886 | 0.38 | -- | -- | 0.114 | 4.31 | 43.22 | 133 | -- | -- |
93.13 | 0.449 | 2.75 | 0.183 | -- | 0.578 | -- | 2.51 | 0.111 | -- | 46.72 | 87 | -- | -- |
99.85 | 0.468 | 2.73 | 0.167 | 0.0888 | -- | 0.44 | -- | 0.13 | 10 | -- | -- | -- | -- |
100.59 | 0.47 | 2.73 | 0.183 | 0.0904 | -- | -- | -- | 0.131 | 9.17 | -- | -- | -- | -- |
99.45 | 0.464 | 2.73 | 0.198 | -- | 0.345 | -- | -- | 0.123 | -- | 41.92 | 144 | -- | -- |
99.99 | 0.466 | 2.74 | -- | 0.0922 | 0.371 | -- | -- | 0.0912 | 4.27 | 42.02 | 143 | -- | -- |
101.06 | 0.47 | 2.73 | 0.183 | -- | -- | -- | -- | 0.131 | -- | -- | -- | -- | -- |
101.47 | 0.471 | 2.73 | -- | 0.0905 | -- | -- | -- | 0.11 | 9.02 | -- | -- | -- | -- |
100.41 | 0.467 | 2.74 | -- | -- | 0.308 | -- | -- | 0.0966 | -- | 42.09 | 143 | -- | -- |
101.94 | 0.471 | 2.74 | -- | -- | -- | -- | -- | 0.111 | -- | -- | -- | -- | -- |
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 | 75.82 | humidity | 50.0 | 10 | < th | dose independent | rect. | 11 | 1 |
93 | 75.82 | humidity | 50.0 | 10 | < th | dose dependent | rect. | 11 | 1 |
185 | 90.17 | radiation | 40.0 | 90 | > th | dose independent | rect. | 10 | 2 |
228 | 93.72 | radiation | 40.0 | 90 | > th | dose independent | rect. | 14 | 22 |
229 | 93.82 | radiation | 40.0 | 90 | > th | dose independent | rect. | 10 | 5 |
249 | 93.93 | radiation | 30.0 | 90 | > th | dose dependent | rect. | 10 | 2 |
296 | 94.47 | wind | 1.0 | 10 | < th | dose independent | rect. | 11 | 1 |
320 | 94.54 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 8 | 1 |
336 | 94.54 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 8 | 1 |
419 | 95.05 | wind | 5.0 | 10 | < th | dose dependent | rect. | 11 | 1 |
421 | 95.10 | temperature | 25.0 | 90 | > th | dose independent | rect. | 10 | 2 |
422 | 95.12 | humidity | 60.0 | 30 | < th | dose independent | sin | 8 | NA |
428 | 95.23 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 14 |
429 | 95.25 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 11 | 1 |
477 | 95.37 | humidity | 60.0 | 90 | > th | dose independent | sin | 8 | NA |
479 | 95.37 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 16 |
485 | 95.44 | temperature | 25.0 | 10 | > th | dose independent | rect. | 11 | 1 |
519 | 95.59 | radiation | 40.0 | 90 | > th | dose independent | sin | 1 | NA |
528 | 95.66 | wind | 5.0 | 10 | < th | dose independent | rect. | 11 | 1 |
575 | 95.74 | radiation | 30.0 | 90 | > th | dose dependent | rect. | 10 | 5 |
576 | 95.74 | radiation | 30.0 | 90 | > th | dose dependent | rect. | 14 | 22 |
579 | 95.75 | radiation | 40.0 | 90 | < th | dose independent | rect. | 11 | 23 |
599 | 95.77 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 12 |
627 | 95.82 | radiation | 10.0 | 90 | > th | dose dependent | rect. | 10 | 5 |
628 | 95.83 | radiation | 40.0 | 90 | < th | dose independent | sin | 0 | NA |
636 | 95.85 | wind | 5.0 | 90 | < th | dose independent | rect. | 11 | 1 |
638 | 95.86 | radiation | 40.0 | 90 | > th | dose independent | no | NA | NA |
849 | 95.94 | radiation | 40.0 | 90 | < th | dose independent | rect. | 23 | 23 |
894 | 96.01 | humidity | 80.0 | 10 | > th | dose independent | rect. | 12 | 1 |
897 | 96.01 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 11 | 1 |
921 | 96.05 | wind | 7.0 | 90 | < th | dose dependent | rect. | 11 | 1 |
928 | 96.08 | radiation | 40.0 | 90 | < th | dose independent | no | NA | NA |