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Os05g0113200 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
120.49 | 0.516 | 8.05 | 0.59 | 0.938 | -1.58 | 0.571 | 0.264 | -0.413 | 9.24 | 22.2 | 1501 | -- | -- |
120.64 | 0.512 | 8.06 | 0.503 | 0.936 | -1.58 | 0.571 | -- | -0.433 | 9.21 | 22.16 | 1479 | -- | -- |
121.63 | 0.514 | 8.05 | 0.602 | 0.933 | -1.58 | -- | 0.251 | -0.414 | 9.26 | 22.16 | 1480 | -- | -- |
121.79 | 0.514 | 8.06 | 0.522 | 0.933 | -1.58 | -- | -- | -0.434 | 9.25 | 22.13 | 1479 | -- | -- |
152.96 | 0.576 | 8.08 | 0.508 | -- | -1.54 | -- | 0.182 | -0.417 | -- | 22.2 | 850 | -- | -- |
211.4 | 0.682 | 8.18 | -0.078 | 0.939 | -- | 0.48 | -- | -0.955 | 9.45 | -- | -- | -- | -- |
212.24 | 0.682 | 8.18 | -0.0599 | 0.936 | -- | -- | -- | -0.955 | 9.5 | -- | -- | -- | -- |
153.06 | 0.576 | 8.08 | 0.444 | -- | -1.55 | -- | -- | -0.429 | -- | 22.23 | 847 | -- | -- |
127.88 | 0.527 | 8.07 | -- | 0.933 | -1.44 | -- | -- | -0.518 | 9.14 | 22.23 | 1430 | -- | -- |
263.78 | 0.759 | 8.2 | -0.0663 | -- | -- | -- | -- | -0.952 | -- | -- | -- | -- | -- |
212.33 | 0.682 | 8.18 | -- | 0.936 | -- | -- | -- | -0.948 | 9.5 | -- | -- | -- | -- |
157.96 | 0.585 | 8.1 | -- | -- | -1.47 | -- | -- | -0.503 | -- | 22.28 | 841 | -- | -- |
263.9 | 0.758 | 8.2 | -- | -- | -- | -- | -- | -0.945 | -- | -- | -- | -- | -- |
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 | 123.58 | temperature | 25 | 1440 | < th | dose dependent | rect. | 17 | 12 |
19 | 124.65 | temperature | 25 | 1440 | < th | dose dependent | rect. | 1 | 4 |
26 | 124.81 | temperature | 25 | 1440 | < th | dose dependent | sin | 13 | NA |
40 | 125.17 | temperature | 25 | 1440 | < th | dose dependent | rect. | 3 | 2 |
60 | 125.47 | temperature | 25 | 1440 | < th | dose dependent | rect. | 1 | 1 |
61 | 125.49 | temperature | 15 | 1440 | > th | dose dependent | rect. | 1 | 4 |
93 | 126.03 | temperature | 15 | 1440 | > th | dose dependent | rect. | 3 | 2 |
120 | 126.36 | temperature | 15 | 1440 | > th | dose dependent | rect. | 1 | 1 |
226 | 127.43 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 2 |
272 | 127.88 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 12 |
466 | 129.47 | temperature | 25 | 1440 | < th | dose dependent | no | NA | NA |
471 | 129.58 | temperature | 15 | 1440 | > th | dose dependent | sin | 11 | NA |
478 | 129.63 | temperature | 25 | 1440 | < th | dose dependent | rect. | 20 | 23 |
481 | 129.64 | temperature | 25 | 1440 | < th | dose dependent | rect. | 24 | 23 |
551 | 130.26 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 1 |
581 | 130.62 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 7 |
697 | 131.89 | temperature | 20 | 1440 | < th | dose independent | rect. | 4 | 3 |
714 | 132.14 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 1 |
731 | 132.36 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 2 |
764 | 132.78 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 13 |
830 | 133.38 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 7 |
833 | 133.39 | temperature | 20 | 4320 | < th | dose independent | rect. | 21 | 2 |
933 | 133.96 | temperature | 10 | 720 | > th | dose dependent | rect. | 17 | 23 |
950 | 134.04 | temperature | 15 | 720 | > th | dose dependent | rect. | 19 | 21 |