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Os02g0666700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Permease for cytosine/purines, uracil, thiamine, allantoin family 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
330.19 | 0.854 | 3.93 | 1.48 | 1.69 | 1.4 | 1.82 | 4.15 | -0.343 | 19.3 | 74.34 | 4739 | -- | -- |
356.03 | 0.879 | 3.92 | 1.46 | 1.69 | 1.7 | 2.13 | -- | -0.255 | 19.3 | 72.3 | 4741 | -- | -- |
338.94 | 0.857 | 3.92 | 1.44 | 1.69 | 1.38 | -- | 4.34 | -0.337 | 19.3 | 74.41 | 4766 | -- | -- |
367.62 | 0.893 | 3.91 | 1.41 | 1.69 | 1.7 | -- | -- | -0.214 | 19.4 | 71.43 | 4726 | -- | -- |
361.52 | 0.886 | 3.84 | 1.38 | -- | 2.48 | -- | 4.09 | -0.271 | -- | 79.46 | 586 | -- | -- |
405.86 | 0.944 | 3.95 | 1.51 | 1.79 | -- | 2.15 | -- | -0.4 | 19.2 | -- | -- | -- | -- |
418.2 | 0.958 | 3.95 | 1.47 | 1.8 | -- | -- | -- | -0.396 | 19.3 | -- | -- | -- | -- |
367.77 | 0.893 | 3.89 | 1.18 | -- | 2.83 | -- | -- | -0.293 | -- | 77.41 | 580 | -- | -- |
387.23 | 0.917 | 3.93 | -- | 1.66 | 2.24 | -- | -- | -0.116 | 19 | 56 | 4028 | -- | -- |
589.33 | 1.13 | 3.91 | 1.44 | -- | -- | -- | -- | -0.426 | -- | -- | -- | -- | -- |
475.08 | 1.02 | 3.99 | -- | 1.78 | -- | -- | -- | -0.559 | 19.3 | -- | -- | -- | -- |
402.08 | 0.934 | 3.9 | -- | -- | 2.96 | -- | -- | -0.405 | -- | 76.58 | 589 | -- | -- |
643.82 | 1.18 | 3.94 | -- | -- | -- | -- | -- | -0.586 | -- | -- | -- | -- | -- |
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 | 327.05 | temperature | 30 | 270 | < th | dose independent | rect. | 9 | 14 |
2 | 327.60 | humidity | 80 | 270 | < th | dose dependent | sin | 17 | NA |
4 | 328.06 | humidity | 60 | 720 | > th | dose independent | rect. | 11 | 10 |
5 | 328.14 | humidity | 60 | 720 | > th | dose independent | rect. | 11 | 8 |
6 | 328.53 | humidity | 70 | 270 | < th | dose independent | sin | 17 | NA |
8 | 328.59 | humidity | 60 | 720 | > th | dose independent | rect. | 11 | 18 |
10 | 328.83 | temperature | 30 | 270 | < th | dose independent | sin | 18 | NA |
18 | 329.49 | temperature | 30 | 270 | > th | dose independent | sin | 18 | NA |
21 | 329.70 | humidity | 60 | 720 | < th | dose independent | rect. | 11 | 7 |
43 | 330.28 | humidity | 80 | 270 | < th | dose dependent | rect. | 13 | 14 |
50 | 330.39 | temperature | 30 | 270 | > th | dose independent | rect. | 10 | 9 |
64 | 330.40 | temperature | 30 | 270 | < th | dose independent | rect. | 14 | 23 |
105 | 330.95 | temperature | 30 | 270 | < th | dose independent | rect. | 5 | 23 |
115 | 331.41 | temperature | 30 | 270 | > th | dose independent | rect. | 13 | 22 |
122 | 331.57 | temperature | 30 | 270 | < th | dose independent | rect. | 17 | 23 |
131 | 331.79 | humidity | 70 | 270 | < th | dose independent | rect. | 13 | 7 |
147 | 331.92 | humidity | 70 | 270 | > th | dose independent | sin | 17 | NA |
163 | 331.96 | humidity | 60 | 720 | > th | dose independent | rect. | 1 | 20 |
166 | 332.06 | humidity | 70 | 4320 | < th | dose dependent | rect. | 15 | 3 |
223 | 332.68 | humidity | 60 | 720 | > th | dose independent | rect. | 7 | 14 |
240 | 332.83 | humidity | 70 | 4320 | < th | dose dependent | sin | 15 | NA |
244 | 332.86 | humidity | 70 | 4320 | < th | dose dependent | rect. | 13 | 6 |
251 | 332.94 | humidity | 60 | 720 | > th | dose independent | rect. | 1 | 18 |
284 | 333.07 | humidity | 60 | 720 | > th | dose independent | rect. | 9 | 23 |
300 | 333.12 | humidity | 60 | 720 | > th | dose independent | rect. | 7 | 22 |
302 | 333.14 | humidity | 60 | 720 | > th | dose independent | rect. | 24 | 23 |
336 | 333.36 | humidity | 60 | 720 | > th | dose independent | sin | 21 | NA |
364 | 333.52 | humidity | 60 | 720 | < th | dose independent | sin | 20 | NA |
365 | 333.52 | humidity | 60 | 4320 | > th | dose independent | rect. | 10 | 4 |
428 | 333.84 | humidity | 60 | 4320 | < th | dose independent | rect. | 11 | 3 |
432 | 333.88 | humidity | 70 | 90 | > th | dose independent | sin | 14 | NA |
451 | 334.04 | temperature | 30 | 270 | < th | dose independent | no | NA | NA |
486 | 334.56 | temperature | 30 | 270 | > th | dose dependent | rect. | 15 | 22 |
522 | 334.90 | temperature | 30 | 270 | > th | dose independent | no | NA | NA |
686 | 335.18 | humidity | 70 | 4320 | < th | dose dependent | rect. | 12 | 2 |
691 | 335.22 | temperature | 25 | 270 | > th | dose dependent | sin | 20 | NA |
698 | 335.26 | temperature | 25 | 270 | > th | dose dependent | rect. | 12 | 23 |
723 | 335.43 | temperature | 30 | 720 | > th | dose independent | rect. | 18 | 22 |
739 | 335.72 | humidity | 90 | 14400 | > th | dose independent | rect. | 21 | 2 |
742 | 335.75 | humidity | 60 | 720 | > th | dose independent | rect. | 15 | 23 |
763 | 335.82 | humidity | 90 | 14400 | > th | dose dependent | rect. | 6 | 17 |
780 | 335.88 | humidity | 60 | 720 | > th | dose independent | rect. | 11 | 2 |
785 | 335.92 | humidity | 60 | 4320 | > th | dose independent | rect. | 17 | 21 |
790 | 335.97 | humidity | 60 | 720 | > th | dose independent | no | NA | NA |
801 | 336.03 | humidity | 70 | 4320 | < th | dose dependent | rect. | 15 | 23 |
838 | 336.24 | humidity | 50 | 270 | > th | dose dependent | sin | 18 | NA |
839 | 336.24 | humidity | 70 | 4320 | < th | dose dependent | rect. | 6 | 13 |
853 | 336.25 | humidity | 70 | 4320 | < th | dose dependent | no | NA | NA |
961 | 336.49 | humidity | 60 | 720 | < th | dose independent | no | NA | NA |