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Os11g0177200 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
108.05 | 0.488 | 11.3 | -0.971 | 0.691 | 0.744 | -0.431 | 2.45 | -0.176 | 7.67 | 44.17 | 2792 | -- | -- |
114.63 | 0.499 | 11.3 | -0.625 | 0.654 | 0.764 | -0.308 | -- | -0.135 | 7.58 | 42.33 | 2756 | -- | -- |
108.57 | 0.485 | 11.3 | -0.973 | 0.69 | 0.746 | -- | 2.42 | -0.174 | 7.65 | 44.21 | 2792 | -- | -- |
114.59 | 0.499 | 11.3 | -0.619 | 0.675 | 0.796 | -- | -- | -0.107 | 7.52 | 41.4 | 2753 | -- | -- |
128.87 | 0.529 | 11.3 | -0.82 | -- | 1.07 | -- | 1.86 | -0.0497 | -- | 36.97 | 2157 | -- | -- |
138.53 | 0.552 | 11.3 | -0.685 | 0.736 | -- | -0.349 | -- | -0.229 | 8.16 | -- | -- | -- | -- |
138.9 | 0.552 | 11.3 | -0.695 | 0.736 | -- | -- | -- | -0.229 | 8.19 | -- | -- | -- | -- |
131.12 | 0.533 | 11.3 | -0.629 | -- | 1.01 | -- | -- | 0.0423 | -- | 40.24 | 2146 | -- | -- |
122.63 | 0.516 | 11.3 | -- | 0.677 | 0.753 | -- | -- | -0.0344 | 7.64 | 40 | 2725 | -- | -- |
168.78 | 0.607 | 11.4 | -0.689 | -- | -- | -- | -- | -0.22 | -- | -- | -- | -- | -- |
151.62 | 0.576 | 11.3 | -- | 0.733 | -- | -- | -- | -0.151 | 8.26 | -- | -- | -- | -- |
137.16 | 0.545 | 11.3 | -- | -- | 1.16 | -- | -- | 0.108 | -- | 40.06 | 2176 | -- | -- |
181.3 | 0.628 | 11.3 | -- | -- | -- | -- | -- | -0.144 | -- | -- | -- | -- | -- |
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 | 99.51 | wind | 3 | 43200 | < th | dose dependent | rect. | 3 | 4 |
3 | 100.10 | wind | 9 | 43200 | < th | dose dependent | rect. | 4 | 3 |
5 | 100.54 | wind | 1 | 43200 | > th | dose dependent | rect. | 4 | 3 |
15 | 101.31 | wind | 9 | 43200 | < th | dose dependent | rect. | 5 | 1 |
26 | 101.73 | wind | 1 | 43200 | > th | dose dependent | rect. | 5 | 1 |
31 | 101.79 | humidity | 70 | 14400 | > th | dose independent | rect. | 11 | 1 |
54 | 102.50 | humidity | 80 | 14400 | > th | dose independent | rect. | 8 | 2 |
56 | 102.54 | wind | 3 | 43200 | < th | dose independent | rect. | 3 | 4 |
62 | 102.71 | wind | 3 | 43200 | < th | dose independent | rect. | 4 | 2 |
66 | 102.76 | wind | 3 | 43200 | > th | dose independent | rect. | 3 | 5 |
70 | 102.84 | humidity | 70 | 14400 | < th | dose independent | rect. | 11 | 1 |
94 | 103.16 | wind | 3 | 43200 | > th | dose independent | rect. | 5 | 1 |
124 | 103.68 | humidity | 80 | 14400 | < th | dose independent | rect. | 9 | 1 |
126 | 103.68 | temperature | 30 | 270 | < th | dose independent | rect. | 20 | 17 |
136 | 103.80 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 14 |
139 | 103.87 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 1 |
201 | 104.43 | humidity | 70 | 14400 | < th | dose independent | rect. | 10 | 22 |
202 | 104.45 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 21 |
204 | 104.46 | humidity | 70 | 14400 | < th | dose independent | rect. | 10 | 12 |
225 | 104.50 | humidity | 70 | 14400 | > th | dose independent | rect. | 10 | 22 |
232 | 104.52 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 14 |
246 | 104.55 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 4 |
255 | 104.55 | humidity | 70 | 14400 | > th | dose independent | rect. | 10 | 17 |
260 | 104.56 | humidity | 70 | 14400 | > th | dose independent | rect. | 10 | 12 |
266 | 104.57 | humidity | 70 | 14400 | < th | dose independent | rect. | 17 | 23 |
276 | 104.61 | wind | 3 | 43200 | > th | dose independent | rect. | 7 | 1 |
347 | 104.80 | humidity | 70 | 14400 | < th | dose independent | sin | 20 | NA |
386 | 104.91 | humidity | 70 | 14400 | > th | dose independent | sin | 22 | NA |
398 | 104.91 | humidity | 60 | 14400 | > th | dose dependent | rect. | 11 | 2 |
400 | 104.92 | humidity | 70 | 14400 | < th | dose independent | no | NA | NA |
483 | 104.96 | humidity | 70 | 14400 | > th | dose independent | no | NA | NA |
493 | 104.96 | humidity | 70 | 14400 | > th | dose independent | rect. | 24 | 21 |
498 | 104.96 | humidity | 70 | 14400 | > th | dose independent | rect. | 2 | 23 |
502 | 104.96 | humidity | 70 | 14400 | > th | dose independent | rect. | 13 | 23 |
507 | 104.96 | humidity | 70 | 14400 | < th | dose independent | rect. | 14 | 23 |
570 | 105.03 | wind | 3 | 43200 | < th | dose independent | rect. | 7 | 1 |
639 | 105.18 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 1 |
649 | 105.21 | humidity | 70 | 14400 | > th | dose independent | rect. | 24 | 16 |
657 | 105.22 | humidity | 70 | 14400 | > th | dose independent | rect. | 3 | 13 |
800 | 105.53 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 11 |
820 | 105.57 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 7 |
837 | 105.58 | humidity | 80 | 14400 | > th | dose dependent | rect. | 8 | 1 |
842 | 105.60 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 5 |
884 | 105.71 | humidity | 80 | 14400 | < th | dose dependent | rect. | 18 | 1 |
944 | 105.82 | humidity | 60 | 14400 | > th | dose dependent | rect. | 9 | 12 |
957 | 105.85 | humidity | 60 | 14400 | > th | dose dependent | rect. | 9 | 14 |
984 | 105.93 | humidity | 60 | 14400 | > th | dose dependent | rect. | 6 | 15 |
992 | 105.95 | humidity | 60 | 14400 | > th | dose dependent | rect. | 6 | 17 |