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Os07g0626300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27.54 | 0.247 | 11.1 | 0.335 | 0.526 | 0.348 | 0.468 | 0.689 | 0.185 | 20.8 | 32.76 | 5068 | -- | -- |
28.24 | 0.247 | 11.1 | 0.407 | 0.537 | 0.362 | 0.434 | -- | 0.189 | 20.8 | 32.02 | 5099 | -- | -- |
28.27 | 0.248 | 11.1 | 0.329 | 0.523 | 0.349 | -- | 0.657 | 0.184 | 20.7 | 32.77 | 5072 | -- | -- |
28.84 | 0.25 | 11.1 | 0.392 | 0.533 | 0.38 | -- | -- | 0.199 | 20.7 | 31.91 | 5091 | -- | -- |
42.14 | 0.302 | 11.1 | 0.215 | -- | 0.274 | -- | 0.828 | 0.22 | -- | 42.13 | 8840 | -- | -- |
32.28 | 0.266 | 11.1 | 0.424 | 0.483 | -- | 0.455 | -- | 0.146 | 20.9 | -- | -- | -- | -- |
32.98 | 0.269 | 11.1 | 0.409 | 0.483 | -- | -- | -- | 0.146 | 20.9 | -- | -- | -- | -- |
42.67 | 0.306 | 11.1 | 0.424 | -- | 0.267 | -- | -- | 0.151 | -- | 31.91 | 5091 | -- | -- |
32.89 | 0.267 | 11.1 | -- | 0.537 | 0.405 | -- | -- | 0.205 | 20.8 | 32.81 | 5122 | -- | -- |
46.27 | 0.318 | 11.1 | 0.409 | -- | -- | -- | -- | 0.143 | -- | -- | -- | -- | -- |
37.38 | 0.286 | 11.2 | -- | 0.482 | -- | -- | -- | 0.101 | 20.9 | -- | -- | -- | -- |
46.15 | 0.316 | 11.1 | -- | -- | 0.375 | -- | -- | 0.226 | -- | 36.99 | 8824 | -- | -- |
50.67 | 0.332 | 11.1 | -- | -- | -- | -- | -- | 0.0975 | -- | -- | -- | -- | -- |
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 | 24.80 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 3 | 5 |
9 | 25.14 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 7 | 1 |
30 | 25.36 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 7 | 1 |
32 | 25.36 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 3 |
48 | 25.42 | wind | 3.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
68 | 25.54 | wind | 3.0 | 43200 | < th | dose independent | rect. | 4 | 4 |
76 | 25.57 | wind | 3.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
84 | 25.59 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
90 | 25.61 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
95 | 25.64 | wind | 3.0 | 43200 | > th | dose independent | rect. | 4 | 4 |
122 | 25.71 | wind | 1.0 | 43200 | > th | dose independent | rect. | 3 | 9 |
197 | 25.89 | wind | 5.0 | 43200 | < th | dose dependent | sin | 7 | NA |
256 | 25.99 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 12 |
385 | 26.13 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 19 |
416 | 26.17 | wind | 1.0 | 43200 | > th | dose dependent | sin | 8 | NA |
451 | 26.21 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 21 |
592 | 26.42 | wind | 3.0 | 43200 | < th | dose independent | sin | 7 | NA |
599 | 26.43 | wind | 3.0 | 43200 | > th | dose independent | sin | 7 | NA |
623 | 26.45 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 17 |
633 | 26.46 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 19 |
656 | 26.49 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
682 | 26.52 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 2 |
724 | 26.58 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 15 |
751 | 26.61 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 17 |
762 | 26.64 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 19 | 13 |
813 | 26.71 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
822 | 26.72 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
857 | 26.76 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 19 | 13 |
874 | 26.77 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 18 | 3 |
911 | 26.80 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 2 |
930 | 26.84 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 22 | 1 |
935 | 26.85 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 2 |
939 | 26.85 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 2 |
950 | 26.88 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 2 |
951 | 26.88 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 18 | 4 |
985 | 26.92 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 19 | 3 |
989 | 26.92 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 19 | 10 |