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Os07g0512200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Symbiosis-related like 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.72 | 0.219 | 13.5 | -0.26 | 0.245 | -0.532 | -0.48 | -0.793 | 0.129 | 21.5 | 3 | 128 | -- | -- |
22.52 | 0.221 | 13.5 | -0.261 | 0.266 | -0.482 | -0.0961 | -- | 0.129 | 21.9 | 3.045 | 127 | -- | -- |
22.16 | 0.219 | 13.5 | -0.25 | 0.304 | -0.478 | -- | -0.525 | 0.126 | 22.5 | 11.17 | 127 | -- | -- |
22.54 | 0.221 | 13.5 | -0.258 | 0.281 | -0.45 | -- | -- | 0.125 | 22.3 | 4.789 | 127 | -- | -- |
24.07 | 0.228 | 13.5 | -0.185 | -- | -0.663 | -- | -0.369 | 0.138 | -- | 2.617e-06 | 70 | -- | -- |
25.35 | 0.236 | 13.5 | -0.261 | 0.485 | -- | 0.0264 | -- | 0.103 | 23.6 | -- | -- | -- | -- |
25.35 | 0.236 | 13.5 | -0.262 | 0.485 | -- | -- | -- | 0.103 | 23.6 | -- | -- | -- | -- |
24.06 | 0.228 | 13.5 | -0.264 | -- | -0.709 | -- | -- | 0.129 | -- | -15.79 | 68 | -- | -- |
24.29 | 0.23 | 13.5 | -- | 0.277 | -0.46 | -- | -- | 0.154 | 22.2 | 4.79 | 127 | -- | -- |
40.13 | 0.296 | 13.5 | -0.248 | -- | -- | -- | -- | 0.109 | -- | -- | -- | -- | -- |
27.16 | 0.244 | 13.5 | -- | 0.482 | -- | -- | -- | 0.132 | 23.6 | -- | -- | -- | -- |
25.88 | 0.237 | 13.5 | -- | -- | -0.707 | -- | -- | 0.158 | -- | -21.01 | 68 | -- | -- |
41.76 | 0.302 | 13.5 | -- | -- | -- | -- | -- | 0.136 | -- | -- | -- | -- | -- |
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 | 21.31 | radiation | 40 | 90 | < th | dose dependent | rect. | 13 | 22 |
3 | 21.37 | radiation | 1 | 90 | > th | dose dependent | rect. | 8 | 9 |
5 | 21.44 | radiation | 20 | 90 | < th | dose independent | rect. | 13 | 22 |
7 | 21.46 | radiation | 1 | 270 | > th | dose dependent | sin | 6 | NA |
8 | 21.46 | radiation | 40 | 270 | < th | dose dependent | sin | 6 | NA |
28 | 21.57 | radiation | 1 | 90 | > th | dose dependent | sin | 1 | NA |
47 | 21.68 | radiation | 1 | 10 | > th | dose dependent | rect. | 9 | 9 |
62 | 21.70 | radiation | 40 | 270 | < th | dose dependent | rect. | 2 | 13 |
65 | 21.72 | radiation | 30 | 90 | < th | dose independent | rect. | 3 | 8 |
81 | 21.75 | radiation | 20 | 270 | < th | dose independent | sin | 7 | NA |
82 | 21.75 | humidity | 80 | 10 | < th | dose independent | rect. | 9 | 7 |
102 | 21.77 | atmosphere | 1000 | 10 | > th | dose independent | rect. | 6 | 14 |
117 | 21.78 | radiation | 20 | 90 | < th | dose independent | rect. | 15 | 20 |
120 | 21.78 | radiation | 40 | 90 | < th | dose dependent | sin | 3 | NA |
121 | 21.78 | temperature | 15 | 270 | > th | dose dependent | rect. | 3 | 4 |
174 | 21.82 | radiation | 40 | 10 | < th | dose dependent | rect. | 6 | 14 |
195 | 21.83 | atmosphere | 1000 | 270 | > th | dose independent | rect. | 3 | 15 |
196 | 21.83 | radiation | 1 | 90 | > th | dose dependent | no | NA | NA |
256 | 21.84 | temperature | 20 | 270 | > th | dose independent | rect. | 3 | 4 |
257 | 21.84 | atmosphere | 1000 | 90 | > th | dose independent | rect. | 5 | 14 |
258 | 21.84 | radiation | 40 | 270 | < th | dose independent | rect. | 10 | 22 |
275 | 21.84 | radiation | 10 | 90 | > th | dose dependent | rect. | 15 | 23 |
278 | 21.85 | temperature | 20 | 30 | > th | dose dependent | rect. | 3 | 6 |
300 | 21.85 | radiation | 40 | 90 | < th | dose dependent | rect. | 13 | 20 |
308 | 21.86 | radiation | 20 | 90 | < th | dose independent | sin | 4 | NA |
391 | 21.86 | radiation | 40 | 10 | < th | dose dependent | rect. | 12 | 23 |
392 | 21.87 | temperature | 15 | 270 | > th | dose dependent | rect. | 2 | 6 |
396 | 21.87 | radiation | 10 | 90 | > th | dose dependent | rect. | 13 | 23 |
441 | 21.92 | radiation | 40 | 10 | < th | dose independent | rect. | 6 | 14 |
442 | 21.93 | radiation | 20 | 270 | < th | dose independent | rect. | 2 | 13 |
446 | 21.94 | radiation | 10 | 10 | > th | dose independent | rect. | 9 | 7 |
449 | 21.94 | radiation | 40 | 90 | < th | dose dependent | rect. | 5 | 14 |
462 | 21.97 | radiation | 20 | 90 | < th | dose independent | rect. | 5 | 14 |
478 | 21.98 | temperature | 20 | 270 | > th | dose independent | rect. | 2 | 6 |
482 | 21.98 | temperature | 10 | 270 | > th | dose dependent | rect. | 3 | 16 |
497 | 22.00 | humidity | 80 | 90 | < th | dose independent | rect. | 5 | 11 |
516 | 22.03 | radiation | 40 | 90 | < th | dose dependent | rect. | 21 | 23 |
518 | 22.04 | radiation | 40 | 270 | < th | dose independent | rect. | 3 | 14 |
524 | 22.05 | radiation | 20 | 90 | < th | dose independent | rect. | 1 | 23 |
532 | 22.06 | radiation | 20 | 90 | < th | dose independent | rect. | 15 | 18 |
550 | 22.06 | radiation | 10 | 10 | > th | dose dependent | rect. | 13 | 23 |
561 | 22.08 | radiation | 40 | 90 | < th | dose dependent | no | NA | NA |
566 | 22.08 | radiation | 40 | 90 | < th | dose dependent | rect. | 1 | 23 |
571 | 22.09 | atmosphere | 1015 | 90 | < th | dose dependent | rect. | 8 | 7 |
575 | 22.10 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 9 | 7 |
587 | 22.10 | radiation | 20 | 90 | < th | dose independent | rect. | 17 | 18 |
618 | 22.12 | radiation | 20 | 90 | < th | dose independent | rect. | 17 | 16 |
621 | 22.12 | temperature | 15 | 90 | > th | dose dependent | rect. | 8 | 7 |
622 | 22.12 | atmosphere | 1015 | 10 | < th | dose dependent | rect. | 9 | 7 |
678 | 22.14 | radiation | 20 | 270 | > th | dose independent | sin | 6 | NA |
682 | 22.14 | radiation | 20 | 90 | < th | dose independent | rect. | 21 | 23 |
688 | 22.15 | humidity | 80 | 90 | < th | dose independent | sin | 2 | NA |
694 | 22.15 | temperature | 20 | 270 | > th | dose independent | rect. | 3 | 16 |
716 | 22.16 | radiation | 40 | 90 | < th | dose dependent | rect. | 15 | 18 |
725 | 22.17 | radiation | 1 | 270 | > th | dose dependent | rect. | 9 | 1 |
776 | 22.19 | temperature | 15 | 10 | > th | dose dependent | rect. | 9 | 7 |
798 | 22.20 | humidity | 80 | 90 | > th | dose independent | sin | 3 | NA |
824 | 22.20 | radiation | 40 | 10 | < th | dose dependent | rect. | 21 | 23 |
857 | 22.23 | radiation | 20 | 90 | > th | dose independent | sin | 2 | NA |
887 | 22.24 | radiation | 40 | 10 | < th | dose independent | sin | 7 | NA |
899 | 22.24 | radiation | 40 | 10 | > th | dose independent | rect. | 13 | 23 |
900 | 22.24 | radiation | 1 | 10 | > th | dose dependent | sin | 23 | NA |
933 | 22.26 | radiation | 20 | 90 | < th | dose independent | no | NA | NA |
946 | 22.26 | temperature | 30 | 720 | < th | dose dependent | rect. | 24 | 9 |
952 | 22.26 | radiation | 40 | 90 | < th | dose dependent | rect. | 15 | 23 |
961 | 22.27 | radiation | 40 | 10 | < th | dose dependent | sin | 2 | NA |