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Os03g0103700 |
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 dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36.52 | 0.284 | 9.78 | -0.326 | 0.3 | -1.01 | 0.597 | 1.01 | 0.297 | 19.2 | 25.5 | 725 | -- | -- |
37.8 | 0.286 | 9.76 | -0.168 | 0.287 | -1.06 | 0.382 | -- | 0.316 | 19.1 | 25.36 | 717 | -- | -- |
37.12 | 0.284 | 9.78 | -0.263 | 0.364 | -1.03 | -- | 0.61 | 0.308 | 20.8 | 25.03 | 441 | -- | -- |
36.7 | 0.282 | 9.76 | -0.139 | 0.352 | -1.12 | -- | -- | 0.348 | 21.4 | 24.87 | 406 | -- | -- |
40.77 | 0.297 | 9.77 | -0.331 | -- | -1.17 | -- | 0.747 | 0.266 | -- | 26.74 | 615 | -- | -- |
54.82 | 0.347 | 9.71 | 0.149 | 0.451 | -- | 0.0223 | -- | 0.57 | 20.6 | -- | -- | -- | -- |
54.82 | 0.347 | 9.71 | 0.148 | 0.45 | -- | -- | -- | 0.57 | 20.6 | -- | -- | -- | -- |
41.36 | 0.3 | 9.76 | -0.187 | -- | -1.22 | -- | -- | 0.295 | -- | 26.28 | 581 | -- | -- |
37.16 | 0.284 | 9.75 | -- | 0.357 | -1.06 | -- | -- | 0.373 | 21.3 | 24.88 | 406 | -- | -- |
66.21 | 0.38 | 9.7 | 0.147 | -- | -- | -- | -- | 0.566 | -- | -- | -- | -- | -- |
55.4 | 0.348 | 9.71 | -- | 0.45 | -- | -- | -- | 0.554 | 20.6 | -- | -- | -- | -- |
42.19 | 0.303 | 9.75 | -- | -- | -1.15 | -- | -- | 0.331 | -- | 26.3 | 573 | -- | -- |
66.78 | 0.381 | 9.7 | -- | -- | -- | -- | -- | 0.55 | -- | -- | -- | -- | -- |
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 | 35.92 | temperature | 25 | 1440 | < th | dose dependent | rect. | 20 | 1 |
4 | 36.12 | temperature | 25 | 1440 | < th | dose dependent | rect. | 17 | 5 |
20 | 36.54 | temperature | 25 | 720 | < th | dose dependent | rect. | 23 | 23 |
21 | 36.55 | temperature | 25 | 720 | < th | dose dependent | rect. | 2 | 23 |
22 | 36.55 | temperature | 25 | 720 | < th | dose dependent | rect. | 13 | 23 |
31 | 36.59 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
37 | 36.61 | temperature | 25 | 720 | < th | dose dependent | rect. | 6 | 23 |
49 | 36.67 | temperature | 25 | 720 | < th | dose dependent | rect. | 7 | 20 |
66 | 36.71 | temperature | 25 | 720 | < th | dose dependent | rect. | 19 | 23 |
110 | 36.90 | temperature | 25 | 1440 | < th | dose dependent | sin | 16 | NA |
297 | 37.60 | temperature | 15 | 720 | > th | dose dependent | rect. | 14 | 17 |
330 | 37.69 | temperature | 15 | 720 | > th | dose dependent | rect. | 10 | 21 |
342 | 37.73 | temperature | 25 | 1440 | < th | dose independent | rect. | 10 | 11 |
359 | 37.80 | temperature | 15 | 720 | > th | dose dependent | rect. | 12 | 20 |
434 | 38.02 | temperature | 25 | 1440 | > th | dose independent | rect. | 10 | 9 |
520 | 38.14 | temperature | 10 | 720 | > th | dose dependent | sin | 12 | NA |
620 | 38.32 | temperature | 25 | 1440 | < th | dose independent | rect. | 14 | 5 |
687 | 38.47 | temperature | 25 | 1440 | > th | dose independent | rect. | 14 | 5 |
790 | 38.73 | temperature | 25 | 1440 | < th | dose independent | rect. | 10 | 15 |
877 | 38.90 | temperature | 25 | 1440 | < th | dose independent | sin | 19 | NA |
928 | 38.98 | temperature | 10 | 1440 | > th | dose dependent | rect. | 20 | 10 |
941 | 39.00 | temperature | 25 | 1440 | < th | dose independent | rect. | 10 | 3 |
977 | 39.03 | temperature | 10 | 720 | > th | dose dependent | rect. | 4 | 22 |
982 | 39.04 | temperature | 10 | 1440 | > th | dose dependent | rect. | 23 | 1 |
987 | 39.05 | temperature | 25 | 1440 | > th | dose independent | rect. | 10 | 15 |
999 | 39.06 | temperature | 10 | 1440 | > th | dose dependent | rect. | 20 | 7 |