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Os01g0841000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : ENTH/VHS domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
74.96 | 0.407 | 11.7 | 0.423 | 1.5 | 0.811 | -0.0524 | -1.02 | 0.42 | 3.02 | 19.99 | 1442 | -- | -- |
77.03 | 0.409 | 11.7 | 0.419 | 1.48 | 0.816 | 0.147 | -- | 0.413 | 3.05 | 19.74 | 1497 | -- | -- |
74.97 | 0.403 | 11.7 | 0.424 | 1.5 | 0.811 | -- | -1.01 | 0.42 | 3.02 | 19.99 | 1442 | -- | -- |
76.6 | 0.408 | 11.7 | 0.342 | 1.49 | 0.82 | -- | -- | 0.371 | 3.12 | 19.7 | 1541 | -- | -- |
92.88 | 0.449 | 11.7 | 0.393 | -- | 1.4 | -- | -0.129 | 0.457 | -- | 6.232 | 407 | -- | -- |
101.29 | 0.472 | 11.7 | 0.294 | 1.46 | -- | -0.176 | -- | 0.217 | 3.07 | -- | -- | -- | -- |
101.39 | 0.472 | 11.7 | 0.297 | 1.46 | -- | -- | -- | 0.218 | 3.07 | -- | -- | -- | -- |
90.39 | 0.443 | 11.7 | 0.262 | -- | 1.44 | -- | -- | 0.296 | -- | 6.15 | 407 | -- | -- |
79.11 | 0.414 | 11.7 | -- | 1.49 | 0.84 | -- | -- | 0.373 | 3.11 | 20 | 1571 | -- | -- |
223.01 | 0.698 | 11.7 | 0.36 | -- | -- | -- | -- | 0.256 | -- | -- | -- | -- | -- |
103.73 | 0.476 | 11.7 | -- | 1.46 | -- | -- | -- | 0.185 | 3.07 | -- | -- | -- | -- |
92.06 | 0.447 | 11.7 | -- | -- | 1.46 | -- | -- | 0.265 | -- | 6.19 | 413 | -- | -- |
226.42 | 0.702 | 11.7 | -- | -- | -- | -- | -- | 0.216 | -- | -- | -- | -- | -- |
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 | 71.29 | wind | 1 | 14400 | > th | dose independent | rect. | 2 | 1 |
2 | 71.96 | wind | 5 | 43200 | > th | dose dependent | rect. | 19 | 11 |
3 | 71.97 | wind | 5 | 43200 | > th | dose dependent | rect. | 19 | 13 |
6 | 72.05 | wind | 7 | 43200 | > th | dose independent | rect. | 20 | 10 |
14 | 72.22 | wind | 7 | 43200 | < th | dose independent | rect. | 19 | 11 |
25 | 72.39 | wind | 1 | 14400 | < th | dose independent | rect. | 2 | 1 |
53 | 72.74 | wind | 5 | 43200 | > th | dose independent | sin | 9 | NA |
55 | 72.74 | wind | 5 | 43200 | < th | dose independent | sin | 9 | NA |
73 | 72.85 | wind | 5 | 43200 | > th | dose dependent | sin | 10 | NA |
107 | 73.31 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 22 |
133 | 73.53 | temperature | 20 | 4320 | > th | dose dependent | rect. | 17 | 1 |
135 | 73.55 | temperature | 20 | 43200 | > th | dose independent | rect. | 21 | 1 |
140 | 73.56 | radiation | 20 | 1440 | < th | dose independent | rect. | 15 | 22 |
145 | 73.63 | humidity | 90 | 43200 | > th | dose independent | rect. | 10 | 1 |
147 | 73.64 | temperature | 20 | 43200 | < th | dose independent | rect. | 21 | 1 |
159 | 73.77 | temperature | 20 | 4320 | > th | dose dependent | rect. | 9 | 12 |
170 | 73.84 | wind | 5 | 43200 | > th | dose independent | rect. | 4 | 6 |
184 | 73.91 | temperature | 20 | 43200 | > th | dose independent | rect. | 17 | 5 |
224 | 74.00 | temperature | 20 | 4320 | > th | dose dependent | rect. | 13 | 7 |
236 | 74.02 | wind | 5 | 43200 | < th | dose independent | rect. | 4 | 6 |
250 | 74.07 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 1 |
274 | 74.11 | temperature | 25 | 43200 | < th | dose dependent | rect. | 10 | 1 |
287 | 74.13 | temperature | 20 | 4320 | > th | dose dependent | sin | 21 | NA |
368 | 74.28 | wind | 5 | 43200 | > th | dose dependent | rect. | 5 | 5 |
449 | 74.41 | temperature | 30 | 4320 | < th | dose dependent | rect. | 18 | 1 |
457 | 74.43 | wind | 5 | 43200 | > th | dose independent | rect. | 21 | 4 |
460 | 74.43 | temperature | 20 | 4320 | > th | dose dependent | rect. | 10 | 1 |
571 | 74.59 | temperature | 20 | 4320 | > th | dose dependent | rect. | 9 | 5 |
618 | 74.65 | humidity | 90 | 43200 | > th | dose dependent | rect. | 10 | 1 |
622 | 74.66 | wind | 5 | 43200 | > th | dose independent | rect. | 7 | 1 |
671 | 74.72 | wind | 5 | 43200 | < th | dose independent | rect. | 7 | 1 |
728 | 74.79 | temperature | 20 | 43200 | > th | dose independent | sin | 18 | NA |
782 | 74.84 | radiation | 20 | 1440 | < th | dose independent | rect. | 7 | 16 |
803 | 74.86 | radiation | 20 | 1440 | < th | dose independent | rect. | 7 | 13 |
815 | 74.87 | radiation | 20 | 1440 | < th | dose independent | rect. | 7 | 11 |
868 | 74.93 | radiation | 20 | 1440 | < th | dose independent | rect. | 5 | 19 |
870 | 74.93 | radiation | 20 | 1440 | < th | dose independent | rect. | 2 | 22 |
913 | 74.96 | radiation | 20 | 1440 | < th | dose independent | no | NA | NA |
914 | 74.96 | radiation | 10 | 43200 | > th | dose independent | rect. | 8 | 2 |
916 | 74.96 | radiation | 20 | 1440 | < th | dose independent | rect. | 4 | 14 |
963 | 74.97 | radiation | 20 | 1440 | < th | dose independent | rect. | 21 | 21 |
965 | 74.97 | radiation | 20 | 1440 | < th | dose independent | rect. | 19 | 22 |