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Os01g0594700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : FAD dependent oxidoreductase 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
131.75 | 0.539 | 7.88 | 1.91 | 0.928 | -1.7 | 0.189 | -0.00105 | 0.0903 | 8.53 | 21.55 | 1367 | -- | -- |
128.83 | 0.529 | 7.87 | 1.8 | 0.95 | -1.59 | 0.279 | -- | 0.109 | 8.61 | 22.08 | 1442 | -- | -- |
128.28 | 0.528 | 7.87 | 1.88 | 0.94 | -1.56 | -- | 0.361 | 0.13 | 8.6 | 22.1 | 1461 | -- | -- |
128.7 | 0.528 | 7.88 | 1.79 | 0.952 | -1.56 | -- | -- | 0.113 | 8.59 | 22.1 | 1457 | -- | -- |
162.8 | 0.594 | 7.89 | 1.88 | -- | -1.5 | -- | 0.513 | 0.15 | -- | 22.3 | 801 | -- | -- |
217.99 | 0.692 | 8 | 1.21 | 0.945 | -- | 0.108 | -- | -0.404 | 8.87 | -- | -- | -- | -- |
218.03 | 0.691 | 8 | 1.21 | 0.945 | -- | -- | -- | -0.403 | 8.88 | -- | -- | -- | -- |
163.02 | 0.595 | 7.91 | 1.73 | -- | -1.53 | -- | -- | 0.108 | -- | 22.18 | 803 | -- | -- |
202.67 | 0.663 | 7.95 | -- | 0.89 | -1.1 | -- | -- | -0.202 | 8.22 | 22.4 | 1180 | -- | -- |
268.97 | 0.766 | 8.02 | 1.21 | -- | -- | -- | -- | -0.397 | -- | -- | -- | -- | -- |
256.86 | 0.75 | 8.03 | -- | 0.948 | -- | -- | -- | -0.539 | 8.78 | -- | -- | -- | -- |
235.32 | 0.714 | 7.97 | -- | -- | -1.19 | -- | -- | -0.166 | -- | 22.36 | 769 | -- | -- |
307.85 | 0.819 | 8.05 | -- | -- | -- | -- | -- | -0.531 | -- | -- | -- | -- | -- |
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 |
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1 | 127.89 | temperature | 25 | 1440 | < th | dose dependent | rect. | 20 | 10 |
4 | 128.08 | temperature | 25 | 1440 | < th | dose dependent | rect. | 17 | 13 |
5 | 128.10 | temperature | 25 | 1440 | < th | dose dependent | rect. | 1 | 5 |
38 | 128.77 | temperature | 25 | 1440 | < th | dose dependent | sin | 11 | NA |
41 | 128.79 | temperature | 15 | 1440 | > th | dose dependent | rect. | 1 | 5 |
79 | 129.24 | temperature | 10 | 1440 | > th | dose dependent | rect. | 5 | 1 |
414 | 132.19 | temperature | 15 | 1440 | > th | dose dependent | sin | 10 | NA |
494 | 132.80 | temperature | 25 | 1440 | < th | dose dependent | no | NA | NA |
530 | 133.09 | temperature | 25 | 1440 | < th | dose dependent | rect. | 24 | 23 |
722 | 135.05 | temperature | 25 | 720 | < th | dose dependent | rect. | 3 | 19 |
994 | 137.10 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 1 |