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Os02g0602900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Hypothetical 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
248.07 | 0.74 | 5.19 | -2.47 | 0.663 | 1.82 | 0.0287 | -1.36 | -0.124 | 8.41 | 21.49 | 3897 | -- | -- |
251.12 | 0.738 | 5.14 | -2.16 | 0.656 | 1.97 | 0.0769 | -- | -0.0725 | 8.51 | 21.4 | 3894 | -- | -- |
247.61 | 0.733 | 5.21 | -2.51 | 0.667 | 1.76 | -- | -1.6 | -0.153 | 8.4 | 21.7 | 3897 | -- | -- |
251.11 | 0.738 | 5.14 | -2.15 | 0.675 | 1.96 | -- | -- | -0.059 | 8.44 | 21.4 | 3897 | -- | -- |
271.09 | 0.767 | 5.23 | -2.55 | -- | 1.76 | -- | -1.67 | -0.156 | -- | 21.68 | 4258 | -- | -- |
346.56 | 0.873 | 4.99 | -0.97 | 0.633 | -- | -0.0554 | -- | 0.614 | 7.8 | -- | -- | -- | -- |
346.57 | 0.872 | 4.99 | -0.971 | 0.633 | -- | -- | -- | 0.614 | 7.81 | -- | -- | -- | -- |
274.61 | 0.772 | 5.15 | -2.14 | -- | 1.97 | -- | -- | -0.0422 | -- | 21.43 | 4258 | -- | -- |
313.27 | 0.824 | 5.05 | -- | 0.654 | 1.14 | -- | -- | 0.366 | 8.18 | 22.7 | 1799 | -- | -- |
368.25 | 0.897 | 5 | -0.964 | -- | -- | -- | -- | 0.623 | -- | -- | -- | -- | -- |
371.44 | 0.902 | 4.96 | -- | 0.626 | -- | -- | -- | 0.722 | 7.92 | -- | -- | -- | -- |
330.21 | 0.846 | 5.07 | -- | -- | 1.2 | -- | -- | 0.36 | -- | 22.4 | 1421 | -- | -- |
392.75 | 0.925 | 4.98 | -- | -- | -- | -- | -- | 0.73 | -- | -- | -- | -- | -- |
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 | 246.00 | temperature | 25 | 1440 | < th | dose dependent | rect. | 22 | 1 |
2 | 246.21 | temperature | 25 | 1440 | < th | dose dependent | rect. | 18 | 11 |
4 | 246.29 | temperature | 25 | 1440 | < th | dose dependent | rect. | 17 | 14 |
10 | 246.50 | temperature | 25 | 1440 | < th | dose dependent | sin | 13 | NA |
20 | 246.61 | temperature | 25 | 1440 | < th | dose dependent | rect. | 19 | 7 |
25 | 246.69 | temperature | 25 | 1440 | < th | dose dependent | rect. | 20 | 5 |
61 | 246.96 | temperature | 10 | 1440 | > th | dose dependent | rect. | 18 | 12 |
109 | 247.33 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 3 |
112 | 247.35 | temperature | 15 | 1440 | > th | dose dependent | sin | 12 | NA |
154 | 247.54 | temperature | 20 | 4320 | < th | dose independent | rect. | 21 | 3 |
270 | 248.18 | temperature | 10 | 1440 | > th | dose dependent | rect. | 22 | 1 |
432 | 249.04 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 23 |
457 | 249.15 | temperature | 30 | 1440 | < th | dose dependent | no | NA | NA |
474 | 249.24 | temperature | 30 | 1440 | < th | dose dependent | rect. | 20 | 23 |
498 | 249.36 | temperature | 30 | 1440 | < th | dose dependent | rect. | 22 | 23 |
511 | 249.40 | temperature | 30 | 1440 | < th | dose dependent | rect. | 24 | 23 |
781 | 250.54 | temperature | 25 | 1440 | < th | dose dependent | rect. | 3 | 4 |
838 | 250.77 | temperature | 25 | 1440 | < th | dose dependent | rect. | 3 | 1 |
899 | 250.98 | temperature | 15 | 1440 | > th | dose dependent | rect. | 1 | 7 |