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Os01g0875500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Beta-galactosidase (EC 3.2.1.23).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
267.73 | 0.769 | 3.67 | -0.957 | 0.113 | -0.681 | 1.78 | 0.227 | -0.171 | 6.38 | 21.3 | 1810 | -- | -- |
267.83 | 0.762 | 3.67 | -1.03 | 0.124 | -0.688 | 1.84 | -- | -0.172 | 6.38 | 21.4 | 1746 | -- | -- |
275.23 | 0.773 | 3.67 | -0.962 | 0.126 | -0.693 | -- | 0.23 | -0.182 | 4.04 | 21.3 | 1811 | -- | -- |
273.36 | 0.77 | 3.69 | -0.991 | 0.191 | -0.687 | -- | -- | -0.213 | 2.49 | 21.2 | 982 | -- | -- |
276.31 | 0.774 | 3.68 | -0.962 | -- | -0.711 | -- | 0.0765 | -0.178 | -- | 21.3 | 1810 | -- | -- |
281.49 | 0.787 | 3.72 | -1.33 | 0.129 | -- | 1.84 | -- | -0.383 | 6.31 | -- | -- | -- | -- |
289.51 | 0.797 | 3.72 | -1.31 | 0.156 | -- | -- | -- | -0.39 | 4.5 | -- | -- | -- | -- |
275.69 | 0.773 | 3.68 | -1.04 | -- | -0.672 | -- | -- | -0.199 | -- | 21.4 | 985 | -- | -- |
292.22 | 0.796 | 3.64 | -- | 0.247 | -1.1 | -- | -- | 0.00465 | 4.3 | 20.8 | 3972 | -- | -- |
290.82 | 0.797 | 3.72 | -1.3 | -- | -- | -- | -- | -0.386 | -- | -- | -- | -- | -- |
334.71 | 0.856 | 3.69 | -- | 0.132 | -- | -- | -- | -0.244 | 4.74 | -- | -- | -- | -- |
288.47 | 0.791 | 3.64 | -- | -- | -1.33 | -- | -- | 0.00393 | -- | 19.1 | 6992 | -- | -- |
335.63 | 0.855 | 3.69 | -- | -- | -- | -- | -- | -0.242 | -- | -- | -- | -- | -- |
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 | 262.52 | temperature | 30 | 90 | > th | dose dependent | rect. | 10 | 1 |
2 | 265.22 | temperature | 15 | 30 | > th | dose dependent | rect. | 12 | 23 |
6 | 266.81 | atmosphere | 1000 | 270 | < th | dose dependent | rect. | 7 | 1 |
7 | 266.93 | atmosphere | 1000 | 4320 | < th | dose dependent | rect. | 7 | 1 |
9 | 267.03 | atmosphere | 1010 | 720 | < th | dose dependent | rect. | 22 | 1 |
12 | 267.23 | temperature | 25 | 90 | > th | dose independent | rect. | 12 | 7 |
16 | 267.38 | temperature | 15 | 30 | > th | dose dependent | rect. | 12 | 12 |
18 | 267.53 | temperature | 15 | 30 | > th | dose dependent | rect. | 12 | 9 |
20 | 267.59 | temperature | 25 | 1440 | < th | dose dependent | rect. | 19 | 4 |
22 | 267.65 | temperature | 25 | 1440 | < th | dose dependent | rect. | 14 | 10 |
39 | 267.75 | temperature | 20 | 4320 | < th | dose dependent | rect. | 22 | 4 |
56 | 267.87 | atmosphere | 1000 | 10 | < th | dose dependent | rect. | 7 | 4 |
63 | 267.89 | temperature | 20 | 4320 | < th | dose dependent | rect. | 1 | 1 |
131 | 268.14 | temperature | 25 | 1440 | < th | dose dependent | sin | 16 | NA |
169 | 268.32 | temperature | 20 | 4320 | < th | dose independent | rect. | 19 | 4 |
198 | 268.42 | temperature | 25 | 270 | > th | dose independent | rect. | 9 | 9 |
255 | 268.60 | temperature | 20 | 1440 | > th | dose independent | rect. | 18 | 11 |
267 | 268.64 | temperature | 20 | 1440 | < th | dose independent | rect. | 18 | 11 |
269 | 268.65 | temperature | 20 | 4320 | < th | dose dependent | rect. | 3 | 1 |
282 | 268.69 | temperature | 30 | 90 | > th | dose independent | rect. | 10 | 1 |
291 | 268.70 | temperature | 15 | 30 | > th | dose dependent | rect. | 12 | 14 |
317 | 268.76 | temperature | 20 | 4320 | > th | dose independent | rect. | 19 | 4 |
350 | 268.83 | wind | 1 | 4320 | < th | dose dependent | rect. | 6 | 1 |
374 | 268.89 | temperature | 25 | 720 | > th | dose independent | rect. | 8 | 5 |
381 | 268.90 | atmosphere | 995 | 720 | > th | dose dependent | rect. | 19 | 7 |
403 | 268.95 | wind | 3 | 43200 | > th | dose independent | rect. | 1 | 1 |
405 | 268.95 | temperature | 20 | 1440 | > th | dose independent | rect. | 12 | 18 |
412 | 268.96 | temperature | 15 | 30 | > th | dose dependent | rect. | 12 | 18 |
414 | 268.97 | temperature | 30 | 10 | > th | dose dependent | rect. | 11 | 1 |
437 | 269.00 | atmosphere | 1000 | 1440 | > th | dose independent | rect. | 19 | 1 |
482 | 269.07 | radiation | 1 | 90 | > th | dose independent | rect. | 12 | 7 |
492 | 269.07 | temperature | 20 | 1440 | < th | dose independent | rect. | 12 | 18 |
501 | 269.09 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 1 |
552 | 269.16 | temperature | 20 | 1440 | > th | dose independent | sin | 13 | NA |
554 | 269.16 | radiation | 40 | 4320 | < th | dose independent | rect. | 2 | 6 |
578 | 269.19 | temperature | 25 | 1440 | < th | dose dependent | rect. | 2 | 22 |
588 | 269.21 | atmosphere | 1000 | 1440 | < th | dose independent | rect. | 19 | 1 |
625 | 269.25 | temperature | 25 | 1440 | < th | dose dependent | no | NA | NA |
640 | 269.26 | temperature | 25 | 1440 | < th | dose dependent | rect. | 17 | 23 |
650 | 269.28 | temperature | 20 | 1440 | < th | dose independent | sin | 13 | NA |
669 | 269.30 | wind | 3 | 1440 | < th | dose independent | rect. | 8 | 2 |
686 | 269.32 | atmosphere | 1000 | 1440 | < th | dose independent | rect. | 12 | 1 |
687 | 269.32 | wind | 1 | 43200 | > th | dose dependent | rect. | 1 | 1 |
694 | 269.33 | wind | 3 | 43200 | < th | dose independent | rect. | 1 | 1 |
724 | 269.35 | temperature | 20 | 4320 | > th | dose independent | rect. | 22 | 1 |
725 | 269.35 | wind | 1 | 90 | > th | dose independent | rect. | 20 | 16 |
772 | 269.40 | radiation | 40 | 4320 | < th | dose independent | rect. | 6 | 2 |
800 | 269.43 | radiation | 40 | 4320 | < th | dose independent | rect. | 4 | 4 |
835 | 269.46 | atmosphere | 1000 | 4320 | < th | dose dependent | sin | 9 | NA |
843 | 269.47 | wind | 3 | 1440 | > th | dose independent | rect. | 8 | 2 |
889 | 269.53 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 4 |
903 | 269.54 | radiation | 40 | 4320 | < th | dose independent | rect. | 24 | 8 |
920 | 269.57 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 1 |
966 | 269.62 | wind | 7 | 90 | < th | dose independent | rect. | 12 | 8 |
982 | 269.64 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 4 |