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Os01g0750500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF814 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
351.18 | 0.88 | 6.77 | -2.27 | 1.68 | 2.87 | -3.8 | -4.3 | 0.123 | 23.2 | 17.52 | 775 | 4.04 | -- |
366.58 | 0.892 | 6.68 | -1.47 | 1.72 | 2.79 | -3.39 | -- | 0.333 | 23.4 | 17.2 | 798 | 4.02 | -- |
410.6 | 0.944 | 6.74 | -1.94 | 1.62 | 2.86 | -- | -3.56 | 0.174 | 23.1 | 17.73 | 786 | 4.32 | -- |
414.48 | 0.948 | 6.67 | -1.3 | 2.07 | 2.97 | -- | -- | 0.349 | 23.9 | 16.82 | 777 | 2.97 | -- |
443.19 | 0.98 | 6.71 | -2.55 | -- | 2.84 | -- | -8.38 | 0.219 | -- | 17.09 | 647 | 7.4 | -- |
495.07 | 1.04 | 6.52 | -0.683 | 1.44 | -- | -3.58 | -- | 0.916 | 1.54 | -- | -- | -- | -- |
544.77 | 1.09 | 6.51 | -0.568 | 1.47 | -- | -- | -- | 0.933 | 2.03 | -- | -- | -- | -- |
447.29 | 0.985 | 6.63 | -1.41 | -- | 3.16 | -- | -- | 0.37 | -- | -48.1 | 1518 | 4.89 | -- |
453.58 | 0.992 | 6.61 | -- | 1.86 | 2.44 | -- | -- | 0.583 | 23.9 | 17 | 749 | 3.11 | -- |
674.44 | 1.21 | 6.49 | -0.507 | -- | -- | -- | -- | 0.968 | -- | -- | -- | -- | -- |
553.27 | 1.1 | 6.49 | -- | 1.46 | -- | -- | -- | 0.997 | 2.02 | -- | -- | -- | -- |
486.56 | 1.03 | 6.56 | -- | -- | 2.79 | -- | -- | 0.653 | -- | -51.29 | 1543 | 4.93 | -- |
681.21 | 1.22 | 6.48 | -- | -- | -- | -- | -- | 1.02 | -- | -- | -- | -- | -- |
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 | 355.94 | temperature | 10 | 720 | > th | dose dependent | rect. | 16 | 19 |
4 | 358.38 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 5 |
9 | 360.03 | temperature | 20 | 720 | > th | dose dependent | sin | 10 | NA |
13 | 360.88 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 14 |
18 | 361.91 | temperature | 20 | 720 | > th | dose dependent | rect. | 19 | 16 |
29 | 362.96 | temperature | 30 | 720 | < th | dose dependent | rect. | 3 | 3 |
44 | 364.45 | temperature | 30 | 720 | < th | dose dependent | rect. | 19 | 14 |
47 | 364.69 | temperature | 30 | 720 | < th | dose dependent | rect. | 21 | 10 |
92 | 367.26 | temperature | 10 | 720 | > th | dose dependent | rect. | 24 | 9 |
98 | 367.57 | temperature | 30 | 720 | < th | dose dependent | sin | 9 | NA |
141 | 370.22 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 1 |
145 | 370.47 | temperature | 20 | 720 | > th | dose independent | rect. | 21 | 14 |
162 | 371.34 | temperature | 20 | 720 | > th | dose independent | rect. | 23 | 5 |
171 | 371.76 | temperature | 20 | 720 | > th | dose independent | rect. | 16 | 19 |
195 | 372.68 | temperature | 20 | 720 | > th | dose independent | sin | 10 | NA |
216 | 373.54 | temperature | 20 | 720 | < th | dose independent | rect. | 21 | 10 |
244 | 374.63 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 1 |
310 | 376.77 | temperature | 15 | 1440 | > th | dose dependent | rect. | 4 | 1 |
351 | 378.04 | temperature | 20 | 1440 | > th | dose dependent | rect. | 20 | 3 |
392 | 378.88 | temperature | 20 | 720 | < th | dose independent | sin | 9 | NA |
396 | 379.00 | temperature | 20 | 1440 | > th | dose dependent | rect. | 18 | 11 |
573 | 381.90 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 2 |
589 | 382.10 | humidity | 90 | 43200 | > th | dose dependent | rect. | 4 | 3 |
634 | 382.47 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 20 | 1 |
668 | 382.76 | humidity | 90 | 43200 | > th | dose dependent | rect. | 5 | 1 |
681 | 382.93 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 2 |
853 | 384.36 | humidity | 90 | 43200 | > th | dose dependent | rect. | 2 | 14 |
855 | 384.37 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 2 |
926 | 384.94 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 4 |
950 | 385.07 | temperature | 20 | 1440 | > th | dose dependent | rect. | 6 | 1 |
965 | 385.18 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 14 | 8 |