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Os06g0206200 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18.77 | 0.204 | 11 | 1.2 | 0.0772 | -0.907 | -0.0832 | 2.52 | 0.483 | 23.6 | 22.85 | 1651 | -- | -- |
22.23 | 0.22 | 11 | 0.754 | 0.0975 | -0.906 | 0.006 | -- | 0.474 | 2.04 | 17.5 | 9060 | -- | -- |
18.74 | 0.202 | 11 | 1.19 | 0.0821 | -0.879 | -- | 2.37 | 0.481 | 1.08 | 22.63 | 1580 | -- | -- |
22.17 | 0.219 | 11 | 0.738 | 0.0892 | -0.904 | -- | -- | 0.447 | 1.76 | 17.3 | 9053 | -- | -- |
19.13 | 0.204 | 11 | 1.19 | -- | -0.888 | -- | 2.41 | 0.483 | -- | 22.62 | 1620 | -- | -- |
39.1 | 0.293 | 11.1 | 0.22 | 0.0737 | -- | -0.0712 | -- | 0.128 | 2.25 | -- | -- | -- | -- |
39.12 | 0.293 | 11.1 | 0.222 | 0.074 | -- | -- | -- | 0.129 | 2.42 | -- | -- | -- | -- |
22.73 | 0.222 | 11 | 0.733 | -- | -0.882 | -- | -- | 0.44 | -- | 17.3 | 8987 | -- | -- |
29.33 | 0.252 | 11.1 | -- | 0.0829 | -0.497 | -- | -- | 0.152 | 1.39 | 25.5 | 6060 | -- | -- |
39.44 | 0.293 | 11.1 | 0.225 | -- | -- | -- | -- | 0.13 | -- | -- | -- | -- | -- |
40.42 | 0.297 | 11.1 | -- | 0.0782 | -- | -- | -- | 0.104 | 2.46 | -- | -- | -- | -- |
29.32 | 0.252 | 11.1 | -- | -- | -0.496 | -- | -- | 0.222 | -- | 26.11 | 7460 | -- | -- |
40.78 | 0.298 | 11.1 | -- | -- | -- | -- | -- | 0.105 | -- | -- | -- | -- | -- |
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 | 18.46 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 6 |
33 | 18.98 | temperature | 25 | 1440 | > th | dose dependent | sin | 20 | NA |
78 | 19.20 | humidity | 90 | 43200 | > th | dose independent | rect. | 22 | 1 |
89 | 19.25 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 1 |
201 | 19.51 | humidity | 90 | 43200 | > th | dose dependent | rect. | 20 | 4 |
254 | 19.58 | humidity | 90 | 43200 | > th | dose independent | rect. | 18 | 6 |
264 | 19.59 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
268 | 19.60 | humidity | 90 | 43200 | < th | dose independent | rect. | 21 | 2 |
448 | 19.87 | humidity | 90 | 43200 | > th | dose independent | rect. | 15 | 10 |
519 | 19.93 | humidity | 90 | 43200 | < th | dose independent | rect. | 17 | 8 |
536 | 19.95 | humidity | 90 | 43200 | > th | dose independent | sin | 17 | NA |
554 | 19.98 | humidity | 80 | 43200 | > th | dose independent | rect. | 12 | 1 |
557 | 19.98 | humidity | 90 | 43200 | < th | dose independent | rect. | 14 | 11 |
558 | 19.98 | humidity | 90 | 43200 | > th | dose independent | rect. | 9 | 18 |
563 | 19.99 | humidity | 90 | 43200 | < th | dose independent | sin | 17 | NA |
567 | 19.99 | humidity | 90 | 43200 | < th | dose independent | rect. | 9 | 18 |
574 | 20.00 | humidity | 90 | 43200 | > th | dose independent | rect. | 8 | 20 |
584 | 20.01 | humidity | 90 | 43200 | > th | dose dependent | sin | 17 | NA |
591 | 20.02 | humidity | 90 | 43200 | < th | dose independent | rect. | 8 | 20 |
611 | 20.04 | humidity | 90 | 43200 | > th | dose dependent | rect. | 12 | 14 |
658 | 20.10 | humidity | 90 | 43200 | > th | dose independent | rect. | 18 | 22 |
676 | 20.11 | humidity | 90 | 43200 | > th | dose dependent | rect. | 9 | 18 |
683 | 20.12 | humidity | 90 | 43200 | > th | dose independent | rect. | 2 | 23 |
692 | 20.13 | humidity | 80 | 43200 | < th | dose independent | rect. | 12 | 2 |
697 | 20.13 | humidity | 90 | 43200 | > th | dose independent | rect. | 15 | 21 |
708 | 20.14 | humidity | 90 | 43200 | > th | dose independent | no | NA | NA |
716 | 20.14 | humidity | 90 | 43200 | > th | dose independent | rect. | 11 | 23 |
727 | 20.14 | humidity | 90 | 43200 | > th | dose dependent | rect. | 3 | 23 |
787 | 20.18 | humidity | 90 | 43200 | > th | dose dependent | rect. | 8 | 23 |
797 | 20.19 | humidity | 90 | 43200 | > th | dose dependent | no | NA | NA |
803 | 20.19 | humidity | 90 | 43200 | > th | dose dependent | rect. | 15 | 22 |
807 | 20.19 | humidity | 90 | 43200 | > th | dose dependent | rect. | 11 | 23 |
847 | 20.21 | humidity | 90 | 43200 | > th | dose dependent | rect. | 20 | 23 |
880 | 20.24 | temperature | 25 | 4320 | < th | dose independent | rect. | 6 | 8 |
887 | 20.24 | humidity | 90 | 43200 | < th | dose independent | rect. | 17 | 21 |
898 | 20.25 | temperature | 25 | 4320 | < th | dose independent | rect. | 7 | 6 |
926 | 20.26 | humidity | 90 | 43200 | < th | dose independent | rect. | 14 | 22 |
944 | 20.27 | humidity | 90 | 43200 | < th | dose independent | no | NA | NA |
947 | 20.27 | temperature | 25 | 4320 | > th | dose independent | rect. | 7 | 7 |
972 | 20.28 | humidity | 90 | 43200 | < th | dose independent | rect. | 2 | 23 |
974 | 20.28 | humidity | 90 | 43200 | < th | dose independent | rect. | 24 | 23 |