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Os11g0688000 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
80.39 | 0.421 | 3.08 | 0.549 | 0.0309 | -0.285 | 0.081 | 1.02 | 0.213 | 10.9 | 19.28 | 6177 | -- | -- |
80.98 | 0.419 | 3.13 | 0.285 | 0.0323 | -0.379 | 0.00473 | -- | 0.135 | 8.31 | 0.9822 | 6199 | -- | -- |
79.71 | 0.416 | 3.05 | 0.977 | 0.0606 | -0.417 | -- | 2.64 | 0.329 | 10.6 | 27.18 | 7459 | -- | -- |
80.98 | 0.419 | 3.13 | 0.285 | 0.0316 | -0.386 | -- | -- | 0.135 | 8.94 | 1.768 | 6184 | -- | -- |
79.85 | 0.416 | 3.04 | 1.01 | -- | -0.46 | -- | 2.81 | 0.347 | -- | 27.42 | 7485 | -- | -- |
83.53 | 0.428 | 3.15 | 0.0934 | 0.0374 | -- | 0.0972 | -- | 0.0458 | 10.7 | -- | -- | -- | -- |
83.56 | 0.428 | 3.15 | 0.0968 | 0.0406 | -- | -- | -- | 0.0457 | 9.29 | -- | -- | -- | -- |
81.03 | 0.419 | 3.13 | 0.288 | -- | -0.392 | -- | -- | 0.137 | -- | 9.274 | 6241 | -- | -- |
82.57 | 0.423 | 3.14 | -- | 0.0365 | -0.23 | -- | -- | 0.0754 | 8.55 | 2.314 | 6142 | -- | -- |
83.65 | 0.427 | 3.15 | 0.0966 | -- | -- | -- | -- | 0.0459 | -- | -- | -- | -- | -- |
83.81 | 0.428 | 3.15 | -- | 0.0407 | -- | -- | -- | 0.0349 | 9.11 | -- | -- | -- | -- |
82.64 | 0.423 | 3.14 | -- | -- | -0.232 | -- | -- | 0.0764 | -- | 4.786 | 6204 | -- | -- |
83.9 | 0.428 | 3.15 | -- | -- | -- | -- | -- | 0.0352 | -- | -- | -- | -- | -- |
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 | 73.12 | humidity | 90.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
2 | 73.24 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 1 | 2 |
4 | 73.63 | wind | 9.0 | 10 | < th | dose independent | rect. | 3 | 23 |
6 | 73.72 | wind | 3.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
7 | 73.73 | wind | 3.0 | 10 | < th | dose independent | rect. | 2 | 1 |
17 | 73.84 | humidity | 90.0 | 10 | > th | dose independent | rect. | 2 | 1 |
18 | 73.85 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
19 | 73.86 | temperature | 15.0 | 10 | > th | dose independent | rect. | 3 | 23 |
21 | 73.87 | temperature | 10.0 | 10 | > th | dose independent | rect. | 2 | 1 |
23 | 73.87 | temperature | 30.0 | 10 | < th | dose independent | rect. | 2 | 1 |
24 | 73.87 | humidity | 50.0 | 10 | > th | dose independent | rect. | 2 | 1 |
27 | 73.87 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 2 | 1 |
28 | 73.87 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 2 | 1 |
30 | 73.87 | radiation | 1.0 | 10 | < th | dose independent | rect. | 2 | 1 |
35 | 73.87 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 2 | 1 |
37 | 73.87 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
42 | 73.87 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 2 | 1 |
44 | 73.93 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 2 | 1 |
45 | 73.94 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
46 | 73.94 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
47 | 73.94 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
50 | 74.03 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
60 | 74.24 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
114 | 74.67 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
118 | 75.00 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 3 | 23 |
119 | 75.00 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 3 | 23 |
123 | 75.10 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
125 | 75.22 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
140 | 75.47 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
141 | 75.47 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
144 | 75.47 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
148 | 75.47 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
157 | 75.47 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
158 | 75.47 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
179 | 75.47 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
246 | 76.74 | humidity | 50.0 | 10 | > th | dose independent | rect. | 3 | 23 |
306 | 76.96 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
336 | 77.37 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 1 |
342 | 77.46 | wind | 9.0 | 10 | > th | dose independent | rect. | 18 | 1 |
345 | 77.46 | wind | 9.0 | 10 | > th | dose dependent | rect. | 18 | 1 |
348 | 77.46 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 3 |
349 | 77.49 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 18 | 1 |
380 | 77.62 | wind | 9.0 | 10 | > th | dose dependent | rect. | 18 | 4 |
439 | 77.83 | humidity | 60.0 | 270 | > th | dose independent | rect. | 12 | 11 |
452 | 78.00 | wind | 7.0 | 90 | < th | dose independent | rect. | 3 | 12 |
456 | 78.09 | humidity | 90.0 | 10 | > th | dose independent | rect. | 24 | 3 |
475 | 78.33 | temperature | 15.0 | 90 | > th | dose independent | rect. | 3 | 12 |
483 | 78.37 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 6 |
502 | 78.41 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 23 |
563 | 78.49 | wind | 9.0 | 90 | < th | dose dependent | rect. | 15 | 12 |
569 | 78.52 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 3 | 12 |
716 | 78.74 | wind | 1.0 | 90 | < th | dose dependent | rect. | 9 | 1 |
720 | 78.77 | wind | 7.0 | 90 | < th | dose independent | rect. | 15 | 12 |
726 | 78.78 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 6 | 2 |
741 | 78.82 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 12 |
752 | 78.84 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
775 | 78.91 | wind | 9.0 | 720 | < th | dose independent | rect. | 15 | 12 |
776 | 78.91 | temperature | 30.0 | 720 | < th | dose independent | rect. | 15 | 12 |
789 | 78.94 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 8 | 1 |
795 | 78.96 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 6 | 1 |
826 | 78.98 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 6 | 5 |
829 | 78.99 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 1 | 14 |
849 | 79.03 | wind | 9.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
852 | 79.05 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 9 | 2 |
853 | 79.05 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 12 |
856 | 79.05 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 12 |
861 | 79.06 | temperature | 15.0 | 720 | > th | dose independent | rect. | 3 | 12 |
870 | 79.08 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 5 | 2 |
871 | 79.08 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 5 | 2 |
883 | 79.09 | humidity | 50.0 | 720 | > th | dose independent | rect. | 3 | 12 |
887 | 79.10 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 3 | 4 |
892 | 79.10 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 21 | 10 |
893 | 79.10 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 19 | 12 |
894 | 79.10 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 13 |
895 | 79.10 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 18 | 2 |
930 | 79.14 | humidity | 60.0 | 270 | < th | dose independent | rect. | 16 | 4 |
945 | 79.14 | wind | 3.0 | 10 | < th | dose dependent | rect. | 22 | 5 |
950 | 79.16 | wind | 1.0 | 90 | < th | dose independent | rect. | 9 | 1 |
957 | 79.17 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 4 | 9 |
974 | 79.19 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 8 | 5 |
977 | 79.19 | temperature | 15.0 | 720 | > th | dose independent | rect. | 3 | 10 |
980 | 79.19 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 6 | 17 |
989 | 79.20 | wind | 1.0 | 10 | < th | dose independent | rect. | 15 | 12 |
992 | 79.20 | radiation | 20.0 | 270 | > th | dose dependent | rect. | 16 | 1 |