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Os07g0229200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Cyclin-like F-box 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 = temperature,
response mode = > th, dose dependency = dose dependent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
206.85 | 0.676 | 5.18 | 2.87 | 5.93 | -3.58 | -1.36 | 7.85 | 1.16 | 15.3 | 8.106 | 351 | 2.72 | 17.3 |
234.03 | 0.713 | 5.25 | 2.35 | 5.94 | -3.35 | 2.58 | -- | 1.07 | 15.1 | 3.733 | 219 | 3.07 | 18.2 |
209.67 | 0.674 | 5.2 | 2.73 | 6.21 | -3.86 | -- | 6.56 | 1.14 | 15.3 | 8.18 | 338 | 2.94 | 17.1 |
253.5 | 0.742 | 5.26 | 2.21 | 6.19 | -3.46 | -- | -- | 0.935 | 15.1 | 2.55 | 298 | 3.22 | 16.8 |
902.03 | 1.4 | 4.96 | 3.08 | -- | -3.13 | -- | 6.45 | 1.34 | -- | -18.02 | 1295 | 2.67 | 19 |
323.7 | 0.843 | 5.33 | 1.7 | 3.58 | -- | 2.48 | -- | 0.667 | 15.4 | -- | -- | -- | -- |
343.02 | 0.867 | 5.32 | 1.75 | 3.59 | -- | -- | -- | 0.682 | 15.4 | -- | -- | -- | -- |
340.9 | 0.86 | 5.06 | 2.31 | -- | -4.79 | -- | -- | 1.1 | -- | -10.28 | 870 | 14 | 13.1 |
361.72 | 0.886 | 5.28 | -- | 6.22 | -3.4 | -- | -- | 0.656 | 14.9 | -10.67 | 269 | 3.06 | 17.3 |
1067.45 | 1.53 | 5.32 | 1.6 | -- | -- | -- | -- | 0.587 | -- | -- | -- | -- | -- |
423.68 | 0.963 | 5.36 | -- | 3.56 | -- | -- | -- | 0.487 | 15.4 | -- | -- | -- | -- |
409.17 | 0.942 | 5.34 | -- | -- | -3.66 | -- | -- | 0.515 | -- | -120 | 628 | 14.1 | 15.9 |
1134.79 | 1.57 | 5.36 | -- | -- | -- | -- | -- | 0.41 | -- | -- | -- | -- | -- |
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 |
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1 | 214.54 | temperature | 10 | 270 | > th | dose dependent | rect. | 3 | 18 |
2 | 216.55 | temperature | 10 | 270 | > th | dose dependent | rect. | 4 | 16 |
9 | 222.34 | temperature | 20 | 270 | > th | dose independent | rect. | 3 | 17 |
28 | 231.00 | radiation | 40 | 14400 | < th | dose dependent | rect. | 23 | 6 |
29 | 231.51 | temperature | 15 | 720 | > th | dose dependent | rect. | 3 | 10 |
32 | 232.16 | temperature | 15 | 720 | > th | dose dependent | rect. | 1 | 14 |
33 | 232.25 | temperature | 25 | 720 | < th | dose dependent | rect. | 5 | 4 |
38 | 233.07 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 10 |
40 | 233.10 | temperature | 15 | 720 | > th | dose dependent | sin | 4 | NA |
41 | 233.19 | temperature | 20 | 720 | < th | dose independent | rect. | 4 | 6 |
49 | 233.93 | temperature | 30 | 270 | < th | dose dependent | rect. | 9 | 6 |
58 | 234.34 | temperature | 25 | 720 | < th | dose dependent | rect. | 4 | 10 |
63 | 234.74 | temperature | 20 | 720 | < th | dose independent | rect. | 3 | 10 |
67 | 234.94 | radiation | 10 | 4320 | < th | dose independent | rect. | 23 | 6 |
88 | 235.90 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 14 |
96 | 236.19 | temperature | 25 | 720 | < th | dose dependent | sin | 4 | NA |
119 | 237.11 | temperature | 20 | 720 | < th | dose independent | sin | 4 | NA |
124 | 237.23 | temperature | 20 | 720 | > th | dose independent | sin | 4 | NA |
144 | 237.90 | radiation | 10 | 4320 | < th | dose dependent | rect. | 23 | 6 |
179 | 239.10 | temperature | 30 | 10 | < th | dose dependent | rect. | 22 | 18 |
200 | 240.05 | temperature | 25 | 720 | < th | dose dependent | rect. | 22 | 17 |
214 | 240.55 | temperature | 10 | 10 | > th | dose dependent | rect. | 5 | 17 |
230 | 241.03 | temperature | 30 | 270 | < th | dose dependent | rect. | 20 | 20 |
255 | 241.56 | temperature | 20 | 720 | < th | dose independent | rect. | 23 | 16 |
379 | 243.94 | temperature | 30 | 270 | < th | dose dependent | rect. | 11 | 2 |
488 | 245.78 | humidity | 80 | 14400 | > th | dose dependent | rect. | 19 | 9 |
514 | 246.22 | humidity | 80 | 14400 | > th | dose dependent | rect. | 19 | 12 |
653 | 247.86 | humidity | 80 | 14400 | > th | dose dependent | sin | 10 | NA |
725 | 248.48 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 2 |
826 | 249.47 | humidity | 50 | 43200 | > th | dose independent | rect. | 23 | 5 |
873 | 249.82 | atmosphere | 1010 | 270 | < th | dose independent | rect. | 14 | 7 |
879 | 249.87 | atmosphere | 1010 | 270 | < th | dose independent | rect. | 2 | 19 |
891 | 249.99 | atmosphere | 1010 | 270 | < th | dose independent | rect. | 3 | 17 |