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Os02g0161800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Peroxidase precursor (EC 1.11.1.7).
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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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
286.28 | 0.795 | 2.97 | 0.00148 | 0.192 | 0.889 | 0.529 | 2.66 | -0.0301 | 22.1 | 25.2 | 858 | -- | -- |
294.56 | 0.799 | 2.92 | 0.449 | 0.179 | 0.646 | -0.0397 | -- | 0.0652 | 22 | 26.2 | 857 | -- | -- |
287.24 | 0.789 | 2.97 | 0.0248 | 0.175 | 0.866 | -- | 2.39 | -0.0139 | 22.2 | 25.06 | 883 | -- | -- |
294.57 | 0.799 | 2.92 | 0.457 | 0.182 | 0.655 | -- | -- | 0.0711 | 21.9 | 26.24 | 855 | -- | -- |
288.95 | 0.792 | 2.97 | 0.0474 | -- | 0.857 | -- | 2.38 | -0.0268 | -- | 24.36 | 1009 | -- | -- |
300.82 | 0.813 | 2.95 | 0.265 | 0.0795 | -- | -0.0353 | -- | -0.0732 | 20.7 | -- | -- | -- | -- |
300.82 | 0.812 | 2.95 | 0.267 | 0.0797 | -- | -- | -- | -0.0732 | 20.7 | -- | -- | -- | -- |
295.68 | 0.801 | 2.91 | 0.492 | -- | 0.575 | -- | -- | 0.0622 | -- | 24 | 2190 | -- | -- |
299.38 | 0.806 | 2.93 | -- | 0.158 | 0.506 | -- | -- | -0.0105 | 22.3 | 25.99 | 859 | -- | -- |
301.18 | 0.811 | 2.94 | 0.266 | -- | -- | -- | -- | -0.0738 | -- | -- | -- | -- | -- |
302.69 | 0.814 | 2.95 | -- | 0.0791 | -- | -- | -- | -0.103 | 21 | -- | -- | -- | -- |
300.32 | 0.81 | 2.94 | -- | -- | 0.37 | -- | -- | -0.0352 | -- | 25.99 | 859 | -- | -- |
303.05 | 0.813 | 2.95 | -- | -- | -- | -- | -- | -0.103 | -- | -- | -- | -- | -- |
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 | 276.62 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 11 | 3 |
2 | 276.87 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 12 | 1 |
16 | 278.95 | atmosphere | 1010.0 | 1440 | > th | dose dependent | rect. | 14 | 1 |
21 | 279.72 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 14 | 3 |
22 | 279.77 | atmosphere | 1015.0 | 1440 | > th | dose independent | rect. | 14 | 1 |
39 | 280.08 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 12 | 2 |
50 | 280.34 | temperature | 25.0 | 30 | < th | dose independent | rect. | 12 | 2 |
63 | 280.60 | atmosphere | 1010.0 | 720 | > th | dose dependent | rect. | 2 | 1 |
66 | 280.72 | radiation | 10.0 | 10 | < th | dose independent | rect. | 12 | 2 |
73 | 280.93 | radiation | 10.0 | 90 | < th | dose independent | rect. | 12 | 1 |
77 | 281.04 | radiation | 10.0 | 10 | < th | dose independent | rect. | 14 | 1 |
81 | 281.21 | wind | 5.0 | 1440 | < th | dose independent | rect. | 12 | 1 |
96 | 281.73 | wind | 3.0 | 1440 | > th | dose dependent | rect. | 12 | 1 |
98 | 281.89 | wind | 5.0 | 1440 | > th | dose independent | rect. | 12 | 1 |
102 | 282.15 | wind | 7.0 | 30 | > th | dose independent | rect. | 17 | 1 |
107 | 282.38 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 13 | 1 |
110 | 282.38 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 13 | 1 |
114 | 282.51 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 8 | 7 |
116 | 282.64 | humidity | 80.0 | 10 | > th | dose independent | rect. | 14 | 1 |
122 | 282.75 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 13 | 6 |
130 | 282.88 | wind | 9.0 | 1440 | < th | dose dependent | rect. | 11 | 2 |
169 | 284.32 | humidity | 80.0 | 90 | > th | dose independent | rect. | 12 | 2 |
222 | 285.10 | wind | 5.0 | 1440 | < th | dose independent | rect. | 1 | 13 |
242 | 285.34 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 14 | 1 |
244 | 285.34 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 17 | 2 |
265 | 285.53 | wind | 5.0 | 1440 | > th | dose independent | rect. | 1 | 13 |
271 | 285.61 | wind | 7.0 | 30 | > th | dose dependent | rect. | 17 | 1 |
274 | 285.67 | wind | 5.0 | 1440 | > th | dose independent | rect. | 24 | 15 |
289 | 285.80 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 12 | 3 |
344 | 286.27 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 10 | 21 |
349 | 286.35 | temperature | 20.0 | 720 | > th | dose independent | rect. | 3 | 2 |
350 | 286.35 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 12 | 6 |
401 | 286.75 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 11 | 3 |
415 | 286.84 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 22 | 22 |
416 | 286.85 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 19 | 22 |
417 | 286.86 | wind | 5.0 | 1440 | < th | dose independent | sin | 5 | NA |
428 | 286.91 | temperature | 20.0 | 30 | > th | dose independent | rect. | 19 | 22 |
446 | 286.99 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 19 | 22 |
454 | 287.01 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 11 | 3 |
456 | 287.01 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 2 | 23 |
475 | 287.07 | wind | 5.0 | 1440 | > th | dose independent | sin | 5 | NA |
483 | 287.10 | temperature | 25.0 | 720 | < th | dose dependent | no | NA | NA |
486 | 287.11 | atmosphere | 1000.0 | 10 | < th | dose independent | rect. | 18 | 4 |
488 | 287.11 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 15 | 23 |
494 | 287.14 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 5 | 23 |
499 | 287.16 | atmosphere | 1000.0 | 10 | < th | dose dependent | rect. | 18 | 5 |
502 | 287.16 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 1 | 18 |
513 | 287.20 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
538 | 287.28 | temperature | 20.0 | 720 | < th | dose independent | rect. | 3 | 1 |
575 | 287.36 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 1 | 14 |
591 | 287.40 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 13 | 1 |
595 | 287.43 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 3 | 1 |
632 | 287.47 | wind | 3.0 | 1440 | > th | dose dependent | rect. | 2 | 12 |
643 | 287.49 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 17 |
648 | 287.50 | temperature | 20.0 | 720 | > th | dose independent | rect. | 3 | 17 |
656 | 287.52 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 3 | 1 |
668 | 287.55 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 2 | 1 |
681 | 287.59 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
703 | 287.66 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 4 | 3 |
716 | 287.69 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 13 | 1 |
725 | 287.71 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 11 | 2 |
732 | 287.72 | radiation | 10.0 | 10 | < th | dose independent | rect. | 11 | 15 |
751 | 287.77 | wind | 7.0 | 30 | > th | dose independent | rect. | 17 | 15 |
756 | 287.77 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 22 | 8 |
802 | 287.90 | temperature | 20.0 | 10 | > th | dose independent | rect. | 22 | 15 |
816 | 287.94 | wind | 1.0 | 90 | < th | dose dependent | rect. | 20 | 1 |
827 | 287.96 | atmosphere | 1010.0 | 1440 | > th | dose dependent | sin | 22 | NA |
859 | 288.02 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 19 | 11 |
882 | 288.09 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 17 | 22 |
891 | 288.12 | atmosphere | 1010.0 | 10 | > th | dose independent | rect. | 24 | 10 |
909 | 288.17 | temperature | 25.0 | 720 | < th | dose dependent | sin | 11 | NA |
911 | 288.17 | wind | 1.0 | 90 | < th | dose dependent | rect. | 15 | 6 |
961 | 288.28 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 19 | 12 |
967 | 288.30 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 22 | 8 |
986 | 288.33 | humidity | 80.0 | 90 | < th | dose independent | rect. | 24 | 6 |