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Os06g0318200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : BTB 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 dependent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
83.81 | 0.43 | 9.2 | -0.0252 | 3.23 | -2.38 | -1.72 | -3.13 | -0.0318 | 13.8 | 0.5668 | 149 | 21.3 | -- |
94.28 | 0.452 | 9.21 | 0.0503 | 2.98 | -2.43 | -0.63 | -- | -0.0538 | 13.6 | 1.549 | 136 | 22.3 | -- |
92.37 | 0.448 | 9.22 | -0.0586 | 3.28 | -2.31 | -- | -1.8 | -0.0599 | 13.8 | 0.7298 | 143 | 21.2 | -- |
95.96 | 0.456 | 9.21 | 0.0244 | 2.99 | -2.4 | -- | -- | -0.0562 | 13.7 | 1.58 | 136 | 22.4 | -- |
107.03 | 0.482 | 9.23 | 0.113 | -- | -4.18 | -- | 0.335 | -0.0527 | -- | 9.584 | 136 | 3.32 | -- |
181.06 | 0.631 | 9.21 | 0.0504 | 4.47 | -- | -0.0911 | -- | 0.027 | 14.5 | -- | -- | -- | -- |
181.09 | 0.63 | 9.21 | 0.048 | 4.47 | -- | -- | -- | 0.0265 | 14.5 | -- | -- | -- | -- |
107.36 | 0.483 | 9.23 | 0.105 | -- | -4.18 | -- | -- | -0.0601 | -- | 9.207 | 138 | 3.31 | -- |
95.97 | 0.456 | 9.21 | -- | 3.01 | -2.38 | -- | -- | -0.0547 | 13.7 | 1.56 | 136 | 22.3 | -- |
1352.18 | 1.72 | 9.24 | -0.142 | -- | -- | -- | -- | -0.0849 | -- | -- | -- | -- | -- |
181.15 | 0.63 | 9.21 | -- | 4.46 | -- | -- | -- | 0.0212 | 14.5 | -- | -- | -- | -- |
107.53 | 0.483 | 9.24 | -- | -- | -4.18 | -- | -- | -0.0805 | -- | 9.145 | 138 | 3.32 | -- |
1352.71 | 1.72 | 9.24 | -- | -- | -- | -- | -- | -0.0692 | -- | -- | -- | -- | -- |
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 | 75.65 | wind | 9.0 | 10 | < th | dose dependent | rect. | 3 | 3 |
5 | 77.02 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 3 | 3 |
6 | 77.02 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 3 | 3 |
8 | 77.60 | radiation | 10.0 | 10 | < th | dose independent | rect. | 3 | 3 |
9 | 77.69 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 21 |
10 | 77.69 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 21 |
15 | 78.15 | wind | 7.0 | 10 | < th | dose independent | rect. | 3 | 3 |
21 | 78.63 | temperature | 10.0 | 10 | > th | dose independent | rect. | 3 | 3 |
23 | 78.63 | temperature | 30.0 | 10 | < th | dose independent | rect. | 3 | 3 |
24 | 78.63 | humidity | 50.0 | 10 | > th | dose independent | rect. | 3 | 3 |
27 | 78.63 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 3 | 3 |
28 | 78.63 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 3 | 3 |
33 | 78.63 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 21 |
36 | 79.09 | wind | 9.0 | 10 | < th | dose independent | rect. | 6 | 21 |
37 | 79.12 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 3 | 3 |
40 | 79.35 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 3 | 3 |
41 | 79.37 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 2 | 4 |
47 | 79.67 | wind | 7.0 | 90 | < th | dose independent | rect. | 2 | 4 |
55 | 79.96 | temperature | 10.0 | 90 | > th | dose independent | rect. | 2 | 4 |
57 | 79.96 | temperature | 30.0 | 90 | < th | dose independent | rect. | 2 | 4 |
58 | 79.96 | humidity | 50.0 | 90 | > th | dose independent | rect. | 2 | 4 |
61 | 79.96 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 2 | 4 |
62 | 79.96 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 2 | 4 |
67 | 79.96 | temperature | 10.0 | 90 | > th | dose independent | rect. | 6 | 20 |
68 | 79.97 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 3 | 3 |
111 | 80.80 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 21 |
120 | 81.18 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 21 |
121 | 81.18 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 21 |
122 | 81.38 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 2 | 4 |
126 | 81.64 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 21 |
188 | 83.32 | radiation | 30.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
218 | 83.99 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 21 |
307 | 86.13 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
308 | 86.13 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
311 | 86.13 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
315 | 86.13 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
320 | 86.13 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
325 | 86.13 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 20 |
332 | 86.31 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 3 |
390 | 87.01 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 3 | 3 |
408 | 88.02 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 21 |
415 | 88.36 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 1 |
440 | 89.76 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 3 | 14 |
465 | 90.61 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 3 | 10 |
469 | 90.66 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 2 |
482 | 91.01 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
493 | 91.26 | radiation | 1.0 | 90 | < th | dose independent | rect. | 3 | 14 |
534 | 91.65 | radiation | 1.0 | 90 | < th | dose independent | rect. | 3 | 10 |
547 | 91.99 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 3 | 2 |
575 | 93.26 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 4 | 21 |
742 | 95.53 | radiation | 40.0 | 90 | < th | dose independent | rect. | 6 | 20 |
780 | 95.75 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 3 | 3 |
814 | 95.89 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 21 |
847 | 96.53 | radiation | 1.0 | 90 | < th | dose dependent | sin | 3 | NA |
889 | 97.62 | wind | 1.0 | 30 | > th | dose independent | rect. | 6 | 21 |
920 | 98.12 | radiation | 10.0 | 90 | < th | dose dependent | sin | 7 | NA |
972 | 98.88 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 1 | 2 |
985 | 99.04 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 13 |
992 | 99.17 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 13 |
994 | 99.17 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 13 |