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Os02g0703300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF1218 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 = temperature,
response mode = > th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
75.74 | 0.409 | 9.82 | 0.361 | 0.817 | 0.656 | -0.182 | -1.38 | 0.0414 | 3.53 | 21.4 | 747 | -- | -- |
81.81 | 0.421 | 9.78 | 0.699 | 0.818 | 0.727 | -0.155 | -- | 0.0984 | 3.28 | 21.2 | 750 | -- | -- |
75.83 | 0.406 | 9.81 | 0.361 | 0.816 | 0.659 | -- | -1.39 | 0.0414 | 3.56 | 21.4 | 750 | -- | -- |
81.72 | 0.421 | 9.78 | 0.729 | 0.83 | 0.734 | -- | -- | 0.108 | 3.58 | 21.2 | 751 | -- | -- |
110.58 | 0.49 | 9.82 | 0.327 | -- | 0.783 | -- | -1.37 | 0.0296 | -- | 21.4 | 960 | -- | -- |
99.97 | 0.469 | 9.73 | 0.974 | 0.839 | -- | -0.461 | -- | 0.319 | 2.87 | -- | -- | -- | -- |
100.66 | 0.47 | 9.73 | 0.985 | 0.84 | -- | -- | -- | 0.322 | 2.97 | -- | -- | -- | -- |
116.61 | 0.503 | 9.79 | 0.68 | -- | 0.865 | -- | -- | 0.0766 | -- | 21.4 | 973 | -- | -- |
86.54 | 0.433 | 9.81 | -- | 0.863 | 1.03 | -- | -- | -0.0746 | 3.04 | 21 | 9603 | -- | -- |
141.19 | 0.555 | 9.73 | 1.02 | -- | -- | -- | -- | 0.344 | -- | -- | -- | -- | -- |
126.22 | 0.526 | 9.76 | -- | 0.859 | -- | -- | -- | 0.212 | 2.98 | -- | -- | -- | -- |
121.91 | 0.514 | 9.81 | -- | -- | 1.28 | -- | -- | -0.0296 | -- | 19.56 | 9700 | -- | -- |
168.66 | 0.606 | 9.76 | -- | -- | -- | -- | -- | 0.23 | -- | -- | -- | -- | -- |
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 | 75.92 | temperature | 25 | 720 | < th | dose dependent | rect. | 18 | 14 |
13 | 76.59 | temperature | 25 | 720 | < th | dose dependent | sin | 11 | NA |
16 | 76.66 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 11 |
35 | 77.35 | temperature | 20 | 720 | > th | dose dependent | rect. | 19 | 16 |
44 | 77.62 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 1 |
80 | 78.18 | temperature | 20 | 720 | > th | dose dependent | sin | 9 | NA |
183 | 79.48 | temperature | 20 | 720 | > th | dose dependent | rect. | 23 | 8 |
196 | 79.59 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 16 |
201 | 79.64 | temperature | 25 | 4320 | > th | dose independent | rect. | 11 | 4 |
215 | 79.82 | temperature | 25 | 4320 | < th | dose independent | rect. | 11 | 4 |
240 | 79.98 | temperature | 25 | 4320 | > th | dose independent | rect. | 14 | 1 |
242 | 79.98 | temperature | 20 | 4320 | > th | dose dependent | rect. | 14 | 1 |
255 | 80.04 | temperature | 25 | 4320 | < th | dose independent | rect. | 14 | 1 |
257 | 80.04 | temperature | 20 | 4320 | > th | dose dependent | rect. | 11 | 4 |
259 | 80.05 | temperature | 20 | 4320 | > th | dose dependent | rect. | 11 | 1 |
266 | 80.12 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 11 |
272 | 80.14 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 8 |
289 | 80.19 | humidity | 90 | 14400 | > th | dose dependent | rect. | 23 | 1 |
300 | 80.24 | humidity | 90 | 14400 | > th | dose dependent | rect. | 12 | 19 |
360 | 80.43 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 3 |
364 | 80.44 | temperature | 20 | 4320 | > th | dose dependent | rect. | 10 | 10 |
367 | 80.45 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
375 | 80.48 | temperature | 15 | 1440 | > th | dose dependent | rect. | 5 | 1 |
389 | 80.51 | temperature | 15 | 1440 | > th | dose dependent | rect. | 4 | 3 |
390 | 80.51 | temperature | 25 | 1440 | < th | dose dependent | rect. | 4 | 3 |
402 | 80.53 | temperature | 20 | 720 | < th | dose independent | rect. | 17 | 16 |
455 | 80.62 | temperature | 20 | 720 | < th | dose independent | sin | 11 | NA |
470 | 80.64 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 21 |
484 | 80.67 | temperature | 20 | 4320 | > th | dose dependent | sin | 22 | NA |
485 | 80.67 | humidity | 90 | 14400 | > th | dose dependent | sin | 14 | NA |
628 | 80.85 | temperature | 20 | 720 | < th | dose independent | rect. | 19 | 12 |
679 | 80.91 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 1 |
680 | 80.91 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 2 |
692 | 80.93 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 8 |
704 | 80.94 | humidity | 90 | 14400 | > th | dose dependent | rect. | 18 | 22 |
705 | 80.94 | temperature | 25 | 720 | < th | dose dependent | rect. | 2 | 23 |
735 | 80.98 | humidity | 90 | 14400 | > th | dose dependent | no | NA | NA |
805 | 81.06 | temperature | 25 | 4320 | > th | dose independent | rect. | 6 | 10 |
823 | 81.07 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 2 |
839 | 81.09 | humidity | 90 | 43200 | > th | dose dependent | rect. | 12 | 3 |
849 | 81.10 | temperature | 25 | 4320 | < th | dose independent | rect. | 6 | 10 |
850 | 81.10 | temperature | 20 | 4320 | > th | dose dependent | rect. | 19 | 1 |
856 | 81.10 | humidity | 90 | 14400 | > th | dose dependent | rect. | 2 | 23 |
875 | 81.14 | humidity | 90 | 43200 | > th | dose independent | rect. | 12 | 3 |
965 | 81.21 | temperature | 25 | 4320 | < th | dose independent | rect. | 3 | 13 |