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Os01g0149900 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
99.24 | 0.468 | 9.64 | 1.01 | 1.55 | 0.834 | -0.336 | -2.57 | 0.179 | 7.73 | 24.4 | 10 | -- | -- |
102.29 | 0.475 | 9.6 | 1.34 | 1.55 | 0.609 | -0.381 | -- | 0.277 | 7.85 | 24.4 | 10 | -- | -- |
99.24 | 0.468 | 9.64 | 1 | 1.55 | 0.858 | -- | -2.62 | 0.178 | 7.72 | 24.4 | 10 | -- | -- |
102.71 | 0.475 | 9.6 | 1.33 | 1.55 | 0.623 | -- | -- | 0.276 | 7.83 | 24.4 | 10 | -- | -- |
225.08 | 0.703 | 9.68 | 1.02 | -- | 0.674 | -- | -2.24 | 0.191 | -- | 14.4 | 8 | -- | -- |
108.01 | 0.487 | 9.59 | 1.44 | 1.5 | -- | -0.439 | -- | 0.343 | 8.43 | -- | -- | -- | -- |
108.62 | 0.488 | 9.59 | 1.43 | 1.5 | -- | -- | -- | 0.343 | 8.44 | -- | -- | -- | -- |
229.23 | 0.708 | 9.64 | 1.32 | -- | 0.629 | -- | -- | 0.275 | -- | 14.4 | 8 | -- | -- |
147.37 | 0.565 | 9.65 | -- | 1.59 | 0.952 | -- | -- | 0.0624 | 7.47 | 23.04 | 10 | -- | -- |
234.85 | 0.716 | 9.63 | 1.44 | -- | -- | -- | -- | 0.358 | -- | -- | -- | -- | -- |
162.46 | 0.596 | 9.62 | -- | 1.51 | -- | -- | -- | 0.184 | 8.37 | -- | -- | -- | -- |
272.75 | 0.769 | 9.69 | -- | -- | 1.04 | -- | -- | 0.0808 | -- | 13.34 | 2 | -- | -- |
289.29 | 0.794 | 9.66 | -- | -- | -- | -- | -- | 0.199 | -- | -- | -- | -- | -- |
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 | 92.78 | temperature | 15 | 270 | > th | dose dependent | rect. | 3 | 11 |
5 | 93.42 | temperature | 20 | 10 | > th | dose dependent | rect. | 4 | 12 |
26 | 94.86 | temperature | 25 | 10 | > th | dose dependent | rect. | 10 | 6 |
35 | 95.11 | temperature | 25 | 10 | > th | dose dependent | rect. | 1 | 15 |
41 | 95.19 | temperature | 15 | 720 | > th | dose dependent | rect. | 4 | 1 |
46 | 95.31 | temperature | 25 | 270 | > th | dose independent | rect. | 1 | 13 |
81 | 95.88 | temperature | 25 | 10 | > th | dose dependent | rect. | 20 | 20 |
125 | 96.35 | temperature | 25 | 10 | > th | dose independent | rect. | 4 | 12 |
135 | 96.55 | temperature | 20 | 90 | > th | dose dependent | sin | 2 | NA |
140 | 96.61 | temperature | 20 | 10 | > th | dose dependent | sin | 1 | NA |
142 | 96.63 | temperature | 25 | 10 | > th | dose independent | rect. | 2 | 14 |
195 | 96.94 | temperature | 20 | 270 | > th | dose dependent | sin | 4 | NA |
209 | 97.06 | temperature | 25 | 270 | > th | dose independent | rect. | 9 | 4 |
210 | 97.06 | temperature | 25 | 270 | < th | dose independent | rect. | 24 | 12 |
262 | 97.30 | temperature | 20 | 720 | > th | dose independent | rect. | 4 | 1 |
304 | 97.52 | temperature | 30 | 90 | < th | dose dependent | sin | 2 | NA |
374 | 97.79 | temperature | 30 | 270 | < th | dose dependent | rect. | 24 | 12 |
385 | 97.83 | temperature | 25 | 10 | < th | dose independent | rect. | 2 | 11 |
419 | 97.98 | temperature | 30 | 90 | < th | dose dependent | rect. | 7 | 12 |
538 | 98.31 | temperature | 30 | 10 | < th | dose dependent | rect. | 8 | 11 |
601 | 98.53 | temperature | 25 | 10 | > th | dose dependent | rect. | 10 | 22 |
656 | 98.67 | wind | 9 | 43200 | > th | dose dependent | rect. | 14 | 6 |
693 | 98.77 | temperature | 25 | 10 | > th | dose dependent | rect. | 10 | 12 |
731 | 98.86 | temperature | 25 | 270 | > th | dose independent | sin | 4 | NA |
733 | 98.86 | temperature | 20 | 270 | > th | dose dependent | rect. | 10 | 1 |
751 | 98.90 | wind | 9 | 43200 | < th | dose independent | rect. | 15 | 3 |
760 | 98.93 | wind | 9 | 43200 | > th | dose independent | rect. | 14 | 4 |
761 | 98.93 | temperature | 25 | 10 | < th | dose independent | rect. | 2 | 16 |
763 | 98.94 | wind | 9 | 43200 | < th | dose independent | rect. | 14 | 7 |
795 | 98.99 | wind | 9 | 43200 | > th | dose independent | rect. | 14 | 9 |
802 | 99.00 | wind | 9 | 43200 | > th | dose independent | rect. | 14 | 7 |
822 | 99.04 | temperature | 25 | 10 | < th | dose independent | sin | 2 | NA |
824 | 99.04 | temperature | 30 | 720 | < th | dose dependent | rect. | 24 | 1 |
826 | 99.04 | wind | 9 | 43200 | > th | dose dependent | rect. | 13 | 17 |
828 | 99.05 | temperature | 25 | 270 | < th | dose independent | sin | 5 | NA |
833 | 99.06 | wind | 9 | 43200 | > th | dose independent | rect. | 13 | 11 |
838 | 99.07 | wind | 9 | 43200 | < th | dose independent | rect. | 13 | 11 |
845 | 99.07 | wind | 9 | 43200 | > th | dose dependent | rect. | 11 | 19 |
856 | 99.09 | wind | 9 | 43200 | > th | dose independent | rect. | 13 | 16 |
881 | 99.12 | wind | 9 | 43200 | > th | dose dependent | rect. | 13 | 11 |
892 | 99.14 | wind | 9 | 43200 | > th | dose independent | rect. | 10 | 11 |
916 | 99.16 | wind | 7 | 43200 | > th | dose dependent | rect. | 17 | 1 |
934 | 99.18 | temperature | 25 | 270 | > th | dose independent | rect. | 10 | 1 |
937 | 99.18 | wind | 9 | 43200 | < th | dose independent | rect. | 10 | 11 |
950 | 99.19 | wind | 9 | 43200 | < th | dose independent | rect. | 13 | 16 |
989 | 99.23 | wind | 9 | 43200 | > th | dose dependent | rect. | 14 | 9 |
992 | 99.23 | temperature | 25 | 10 | > th | dose dependent | rect. | 4 | 18 |
994 | 99.23 | temperature | 25 | 10 | > th | dose dependent | rect. | 1 | 21 |