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Os02g0734900 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14.26 | 0.177 | 12.7 | 0.691 | 0.733 | 0.558 | -0.146 | 0.175 | 0.304 | 15.2 | 20.84 | 365 | -- | -- |
14.27 | 0.176 | 12.7 | 0.694 | 0.732 | 0.5 | -0.156 | -- | 0.308 | 15.2 | 20.93 | 374 | -- | -- |
14.32 | 0.176 | 12.7 | 0.686 | 0.734 | 0.564 | -- | 0.218 | 0.304 | 15.2 | 20.9 | 360 | -- | -- |
14.34 | 0.176 | 12.7 | 0.693 | 0.73 | 0.488 | -- | -- | 0.304 | 15.2 | 21 | 379 | -- | -- |
41.37 | 0.3 | 12.7 | 0.693 | -- | 0.735 | -- | 0.287 | 0.307 | -- | 20.89 | 921 | -- | -- |
16.01 | 0.188 | 12.7 | 0.598 | 0.714 | -- | -0.126 | -- | 0.262 | 15.1 | -- | -- | -- | -- |
16.07 | 0.188 | 12.7 | 0.595 | 0.713 | -- | -- | -- | 0.261 | 15.1 | -- | -- | -- | -- |
41.17 | 0.299 | 12.7 | 0.669 | -- | 0.42 | -- | -- | 0.344 | -- | 25.9 | 994 | -- | -- |
18.41 | 0.2 | 12.8 | -- | 0.718 | -0.43 | -- | -- | 0.0612 | 15.1 | 33.37 | 47520 | -- | -- |
45.13 | 0.314 | 12.7 | 0.565 | -- | -- | -- | -- | 0.242 | -- | -- | -- | -- | -- |
25.41 | 0.236 | 12.8 | -- | 0.702 | -- | -- | -- | 0.195 | 15.1 | -- | -- | -- | -- |
43.61 | 0.309 | 12.8 | -- | -- | -0.808 | -- | -- | 0.0883 | -- | 49.51 | 47520 | -- | -- |
53.55 | 0.342 | 12.8 | -- | -- | -- | -- | -- | 0.18 | -- | -- | -- | -- | -- |
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 | 13.30 | temperature | 20 | 270 | > th | dose independent | rect. | 2 | 9 |
5 | 13.45 | temperature | 20 | 270 | > th | dose independent | rect. | 16 | 18 |
15 | 13.66 | temperature | 10 | 270 | > th | dose dependent | rect. | 1 | 10 |
23 | 13.83 | temperature | 20 | 270 | > th | dose independent | rect. | 5 | 15 |
34 | 13.92 | temperature | 20 | 270 | > th | dose independent | rect. | 4 | 17 |
47 | 14.01 | temperature | 15 | 720 | > th | dose dependent | rect. | 1 | 1 |
58 | 14.04 | temperature | 15 | 720 | > th | dose dependent | rect. | 24 | 4 |
80 | 14.11 | temperature | 30 | 10 | < th | dose dependent | rect. | 22 | 17 |
89 | 14.13 | temperature | 20 | 270 | < th | dose dependent | rect. | 22 | 12 |
91 | 14.14 | temperature | 20 | 720 | < th | dose independent | rect. | 18 | 15 |
94 | 14.14 | temperature | 20 | 270 | < th | dose dependent | sin | 8 | NA |
100 | 14.15 | temperature | 15 | 10 | > th | dose dependent | rect. | 2 | 11 |
102 | 14.16 | temperature | 20 | 720 | > th | dose independent | sin | 10 | NA |
127 | 14.19 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 1 |
141 | 14.20 | temperature | 20 | 270 | > th | dose independent | sin | 7 | NA |
153 | 14.21 | temperature | 20 | 270 | < th | dose independent | sin | 7 | NA |
164 | 14.21 | temperature | 10 | 270 | > th | dose dependent | rect. | 16 | 19 |
219 | 14.26 | temperature | 20 | 720 | < th | dose independent | sin | 10 | NA |
265 | 14.29 | temperature | 20 | 720 | > th | dose independent | rect. | 24 | 4 |
278 | 14.29 | temperature | 30 | 10 | < th | dose dependent | rect. | 22 | 21 |
308 | 14.31 | temperature | 20 | 720 | < th | dose dependent | rect. | 19 | 11 |
328 | 14.32 | temperature | 25 | 10 | < th | dose dependent | rect. | 4 | 9 |
349 | 14.33 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 2 |
361 | 14.34 | temperature | 20 | 270 | < th | dose independent | rect. | 3 | 7 |
375 | 14.34 | temperature | 30 | 720 | < th | dose dependent | rect. | 4 | 2 |
389 | 14.35 | temperature | 20 | 30 | > th | dose independent | rect. | 19 | 18 |
400 | 14.35 | humidity | 80 | 14400 | > th | dose dependent | rect. | 19 | 10 |
434 | 14.36 | temperature | 20 | 270 | < th | dose dependent | rect. | 3 | 6 |
452 | 14.36 | temperature | 20 | 270 | < th | dose dependent | rect. | 1 | 22 |
475 | 14.37 | temperature | 20 | 720 | < th | dose dependent | sin | 12 | NA |
576 | 14.40 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 10 |
641 | 14.41 | humidity | 80 | 14400 | > th | dose dependent | sin | 10 | NA |
650 | 14.41 | humidity | 80 | 14400 | > th | dose dependent | rect. | 22 | 11 |
670 | 14.42 | temperature | 20 | 720 | > th | dose independent | no | NA | NA |
697 | 14.42 | temperature | 20 | 720 | > th | dose independent | rect. | 8 | 23 |
698 | 14.42 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 23 |
746 | 14.42 | temperature | 20 | 270 | < th | dose dependent | rect. | 11 | 23 |
752 | 14.43 | temperature | 20 | 720 | < th | dose independent | no | NA | NA |
753 | 14.43 | wind | 7 | 4320 | > th | dose independent | rect. | 15 | 1 |
754 | 14.43 | wind | 7 | 4320 | < th | dose independent | rect. | 16 | 1 |
766 | 14.43 | temperature | 20 | 720 | < th | dose independent | rect. | 1 | 23 |
772 | 14.43 | temperature | 25 | 10 | < th | dose dependent | sin | 3 | NA |
774 | 14.43 | temperature | 20 | 270 | < th | dose dependent | no | NA | NA |
811 | 14.44 | wind | 7 | 4320 | > th | dose independent | rect. | 15 | 3 |
828 | 14.44 | temperature | 20 | 720 | > th | dose independent | rect. | 5 | 23 |
837 | 14.44 | temperature | 20 | 720 | < th | dose dependent | rect. | 21 | 6 |
886 | 14.45 | humidity | 80 | 14400 | > th | dose dependent | rect. | 2 | 6 |
931 | 14.46 | temperature | 20 | 720 | > th | dose independent | rect. | 10 | 23 |
969 | 14.47 | wind | 1 | 270 | > th | dose independent | rect. | 20 | 9 |
988 | 14.47 | temperature | 20 | 720 | < th | dose independent | rect. | 7 | 23 |