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Os02g0662300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Hypothetical 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6.11 | 0.116 | 2.87 | 0.00937 | 0.0668 | -0.0319 | 0.201 | 0.517 | -0.00686 | 12.9 | 61 | 357 | -- | -- |
6.26 | 0.116 | 2.87 | 0.0312 | 0.0693 | 0.0504 | 0.142 | -- | -0.0112 | 12.8 | 52.36 | 356 | -- | -- |
6.26 | 0.116 | 2.87 | 0.019 | 0.0681 | -0.0186 | -- | 0.435 | -0.00788 | 13.5 | 62 | 416 | -- | -- |
6.32 | 0.117 | 2.87 | 0.0254 | 0.0897 | 0.0473 | -- | -- | -0.013 | 13.4 | 68.97 | 173 | -- | -- |
6.53 | 0.119 | 2.87 | 0.0131 | -- | -0.0242 | -- | 0.369 | -0.00865 | -- | 65 | 499 | -- | -- |
6.3 | 0.118 | 2.87 | 0.0197 | 0.0626 | -- | 0.159 | -- | -0.00969 | 12.2 | -- | -- | -- | -- |
6.39 | 0.118 | 2.87 | 0.0263 | 0.0638 | -- | -- | -- | -0.00863 | 13.1 | -- | -- | -- | -- |
6.52 | 0.119 | 2.87 | 0.0252 | -- | -0.0345 | -- | -- | -0.00975 | -- | 82.99 | 119 | -- | -- |
6.3 | 0.117 | 2.88 | -- | 0.0946 | 0.0445 | -- | -- | -0.0215 | 13.4 | 68 | 103 | -- | -- |
6.65 | 0.12 | 2.87 | 0.0239 | -- | -- | -- | -- | -0.00988 | -- | -- | -- | -- | -- |
6.41 | 0.118 | 2.87 | -- | 0.0634 | -- | -- | -- | -0.0116 | 13.1 | -- | -- | -- | -- |
6.51 | 0.119 | 2.87 | -- | -- | -0.0362 | -- | -- | -0.013 | -- | 79 | 63 | -- | -- |
6.66 | 0.12 | 2.87 | -- | -- | -- | -- | -- | -0.0125 | -- | -- | -- | -- | -- |
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 | 5.17 | wind | 9 | 10 | > th | dose independent | rect. | 18 | 1 |
4 | 5.17 | wind | 9 | 10 | > th | dose dependent | rect. | 18 | 1 |
7 | 5.19 | radiation | 1 | 10 | > th | dose dependent | rect. | 18 | 1 |
204 | 5.54 | radiation | 1 | 10 | > th | dose independent | rect. | 18 | 1 |
230 | 5.63 | radiation | 20 | 270 | > th | dose dependent | rect. | 16 | 1 |
245 | 5.65 | humidity | 60 | 270 | < th | dose independent | rect. | 16 | 4 |
274 | 5.66 | radiation | 40 | 270 | > th | dose independent | rect. | 15 | 1 |
323 | 5.67 | humidity | 60 | 270 | < th | dose independent | rect. | 16 | 1 |
329 | 5.69 | humidity | 60 | 270 | > th | dose independent | sin | 13 | NA |
330 | 5.70 | humidity | 60 | 270 | < th | dose independent | sin | 13 | NA |
344 | 5.71 | humidity | 60 | 270 | < th | dose dependent | rect. | 16 | 1 |
345 | 5.71 | humidity | 60 | 270 | < th | dose dependent | rect. | 16 | 4 |
361 | 5.72 | wind | 1 | 270 | < th | dose dependent | rect. | 15 | 1 |
384 | 5.76 | wind | 9 | 10 | > th | dose dependent | sin | 11 | NA |
405 | 5.79 | wind | 1 | 270 | < th | dose independent | rect. | 15 | 1 |
420 | 5.80 | atmosphere | 1005 | 90 | < th | dose independent | rect. | 17 | 1 |
428 | 5.81 | humidity | 80 | 10 | < th | dose dependent | rect. | 17 | 2 |
472 | 5.83 | atmosphere | 1005 | 90 | < th | dose dependent | rect. | 16 | 1 |
553 | 5.86 | humidity | 80 | 1440 | > th | dose dependent | rect. | 12 | 1 |
559 | 5.87 | humidity | 80 | 1440 | > th | dose independent | rect. | 12 | 1 |
611 | 5.88 | humidity | 80 | 10 | < th | dose dependent | rect. | 17 | 5 |
615 | 5.89 | wind | 9 | 10 | > th | dose independent | sin | 12 | NA |
637 | 5.90 | wind | 9 | 10 | < th | dose independent | sin | 12 | NA |
639 | 5.90 | humidity | 80 | 1440 | < th | dose independent | rect. | 12 | 1 |
679 | 5.92 | humidity | 70 | 270 | < th | dose dependent | sin | 13 | NA |
681 | 5.92 | atmosphere | 1005 | 270 | < th | dose dependent | rect. | 14 | 3 |
690 | 5.93 | humidity | 80 | 10 | < th | dose independent | rect. | 12 | 1 |
744 | 5.94 | radiation | 20 | 270 | < th | dose independent | sin | 13 | NA |
745 | 5.94 | temperature | 20 | 10 | > th | dose independent | rect. | 12 | 1 |
767 | 5.94 | atmosphere | 1005 | 270 | < th | dose dependent | rect. | 14 | 1 |
807 | 5.95 | wind | 3 | 270 | < th | dose independent | rect. | 13 | 3 |
811 | 5.95 | wind | 9 | 14400 | < th | dose independent | rect. | 5 | 5 |
860 | 5.96 | wind | 7 | 10 | < th | dose independent | rect. | 12 | 1 |
864 | 5.96 | temperature | 20 | 270 | > th | dose independent | rect. | 9 | 4 |
885 | 5.97 | radiation | 30 | 30 | < th | dose independent | rect. | 12 | 1 |
896 | 5.97 | temperature | 20 | 90 | > th | dose independent | rect. | 9 | 7 |
921 | 5.97 | wind | 7 | 14400 | > th | dose dependent | rect. | 3 | 8 |
935 | 5.98 | wind | 3 | 43200 | > th | dose independent | rect. | 2 | 1 |
936 | 5.98 | wind | 3 | 4320 | > th | dose independent | rect. | 4 | 1 |
938 | 5.98 | humidity | 80 | 30 | < th | dose independent | rect. | 17 | 1 |
940 | 5.98 | atmosphere | 1000 | 10 | > th | dose independent | rect. | 12 | 1 |
942 | 5.98 | humidity | 80 | 90 | < th | dose independent | rect. | 11 | 2 |
947 | 5.98 | wind | 3 | 43200 | > th | dose independent | rect. | 23 | 4 |
953 | 5.98 | humidity | 90 | 90 | < th | dose independent | rect. | 9 | 7 |
965 | 5.98 | wind | 9 | 14400 | > th | dose independent | rect. | 23 | 12 |