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Os01g0587400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Curculin-like (mannose-binding) lectin domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
149.02 | 0.574 | 6.1 | 2.55 | 1 | -2.51 | 1.52 | 2.75 | 0.481 | 16.3 | 24.22 | 1296 | -- | -- |
152.28 | 0.575 | 6.17 | 1.82 | 0.997 | -2.25 | 1.37 | -- | 0.341 | 16.3 | 23.71 | 1295 | -- | -- |
155.06 | 0.58 | 6.11 | 2.47 | 1.02 | -2.46 | -- | 2.42 | 0.423 | 16.1 | 24.56 | 1306 | -- | -- |
157.33 | 0.584 | 6.17 | 1.82 | 1.02 | -2.25 | -- | -- | 0.298 | 16.1 | 24.13 | 1297 | -- | -- |
207.38 | 0.671 | 6.1 | 2.52 | -- | -2.71 | -- | 2.37 | 0.47 | -- | 24.1 | 1252 | -- | -- |
327.41 | 0.848 | 6.26 | 1.07 | 1.32 | -- | 1.61 | -- | -0.0589 | 15.7 | -- | -- | -- | -- |
335.08 | 0.857 | 6.26 | 1.09 | 1.32 | -- | -- | -- | -0.0498 | 15.6 | -- | -- | -- | -- |
209.63 | 0.674 | 6.17 | 1.86 | -- | -2.5 | -- | -- | 0.317 | -- | 24 | 1248 | -- | -- |
234.96 | 0.714 | 6.28 | -- | 1.05 | -1.69 | -- | -- | -0.242 | 15.9 | 27.24 | 1293 | -- | -- |
432.91 | 0.972 | 6.26 | 1.04 | -- | -- | -- | -- | -0.085 | -- | -- | -- | -- | -- |
366.55 | 0.896 | 6.28 | -- | 1.3 | -- | -- | -- | -0.172 | 15.6 | -- | -- | -- | -- |
292.93 | 0.797 | 6.24 | -- | -- | -2.06 | -- | -- | -0.00932 | -- | 24.75 | 1245 | -- | -- |
461.29 | 1 | 6.28 | -- | -- | -- | -- | -- | -0.2 | -- | -- | -- | -- | -- |
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 | 150.50 | temperature | 25 | 1440 | > th | dose dependent | rect. | 17 | 4 |
4 | 150.72 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 18 |
5 | 150.81 | temperature | 25 | 1440 | > th | dose dependent | rect. | 18 | 1 |
28 | 152.04 | temperature | 25 | 1440 | > th | dose dependent | sin | 15 | NA |
73 | 153.12 | temperature | 25 | 1440 | > th | dose dependent | rect. | 1 | 23 |
82 | 153.23 | temperature | 25 | 1440 | > th | dose dependent | rect. | 6 | 22 |
83 | 153.24 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
98 | 153.28 | temperature | 25 | 1440 | > th | dose dependent | rect. | 8 | 23 |
112 | 153.32 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 13 |
363 | 161.03 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 15 |
368 | 161.07 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 5 |
372 | 161.08 | temperature | 30 | 1440 | > th | dose independent | rect. | 14 | 5 |
413 | 161.62 | temperature | 30 | 1440 | < th | dose independent | sin | 19 | NA |
416 | 161.68 | temperature | 30 | 1440 | < th | dose independent | rect. | 10 | 6 |
422 | 161.72 | temperature | 30 | 1440 | < th | dose independent | rect. | 13 | 21 |
427 | 161.79 | temperature | 30 | 1440 | < th | dose independent | rect. | 11 | 18 |
428 | 161.79 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 22 |
433 | 161.81 | temperature | 30 | 1440 | < th | dose independent | rect. | 11 | 8 |
538 | 162.45 | temperature | 30 | 1440 | > th | dose independent | rect. | 14 | 22 |
555 | 162.60 | temperature | 30 | 1440 | < th | dose independent | rect. | 23 | 17 |
567 | 162.68 | temperature | 30 | 1440 | > th | dose independent | sin | 18 | NA |
596 | 162.84 | temperature | 25 | 4320 | < th | dose independent | rect. | 7 | 1 |
617 | 162.95 | temperature | 30 | 1440 | < th | dose independent | rect. | 23 | 20 |
621 | 162.98 | temperature | 30 | 1440 | < th | dose independent | rect. | 1 | 18 |
676 | 163.08 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
710 | 163.15 | temperature | 30 | 1440 | > th | dose independent | rect. | 11 | 8 |
772 | 163.41 | temperature | 30 | 1440 | > th | dose independent | rect. | 17 | 23 |
822 | 163.69 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 7 |
900 | 164.39 | temperature | 30 | 1440 | > th | dose independent | no | NA | NA |