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Os08g0449500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.22 | 0.271 | 10.6 | -0.661 | 0.56 | 0.304 | 0.175 | 0.79 | 0.0546 | 1.26 | 29.28 | 233 | -- | -- |
33.56 | 0.27 | 10.6 | -0.564 | 0.555 | 0.365 | 0.236 | -- | 0.0739 | 1.29 | 29.38 | 233 | -- | -- |
33.34 | 0.269 | 10.6 | -0.678 | 0.558 | 0.305 | -- | 0.887 | 0.0515 | 1.19 | 29.22 | 232 | -- | -- |
33.77 | 0.271 | 10.6 | -0.57 | 0.555 | 0.384 | -- | -- | 0.0697 | 1.2 | 29.43 | 229 | -- | -- |
51.07 | 0.335 | 10.6 | -0.532 | -- | 0.483 | -- | 0.133 | 0.103 | -- | 29.22 | 232 | -- | -- |
37.25 | 0.286 | 10.6 | -0.62 | 0.678 | -- | 0.396 | -- | 0.0581 | 2.07 | -- | -- | -- | -- |
37.83 | 0.288 | 10.6 | -0.631 | 0.677 | -- | -- | -- | 0.0561 | 1.97 | -- | -- | -- | -- |
47.83 | 0.322 | 10.6 | -0.477 | -- | 0.529 | -- | -- | 0.101 | -- | 28.6 | 140 | -- | -- |
42.12 | 0.302 | 10.6 | -- | 0.533 | 0.478 | -- | -- | 0.121 | 0.99 | 29.5 | 227 | -- | -- |
65.47 | 0.378 | 10.6 | -0.603 | -- | -- | -- | -- | 0.0718 | -- | -- | -- | -- | -- |
48.33 | 0.325 | 10.6 | -- | 0.666 | -- | -- | -- | 0.126 | 1.94 | -- | -- | -- | -- |
53.83 | 0.342 | 10.6 | -- | -- | 0.544 | -- | -- | 0.181 | -- | 28.19 | 131 | -- | -- |
75.07 | 0.404 | 10.6 | -- | -- | -- | -- | -- | 0.139 | -- | -- | -- | -- | -- |
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 | 32.16 | temperature | 30.0 | 270 | < th | dose independent | rect. | 2 | 17 |
6 | 32.47 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 22 |
11 | 32.63 | humidity | 70.0 | 270 | > th | dose independent | rect. | 15 | 16 |
32 | 32.95 | radiation | 20.0 | 720 | < th | dose independent | rect. | 24 | 9 |
36 | 33.03 | temperature | 30.0 | 270 | < th | dose independent | rect. | 13 | 22 |
37 | 33.04 | temperature | 30.0 | 270 | < th | dose independent | sin | 2 | NA |
39 | 33.04 | humidity | 70.0 | 90 | > th | dose independent | rect. | 17 | 18 |
41 | 33.07 | humidity | 70.0 | 90 | > th | dose independent | rect. | 15 | 20 |
46 | 33.15 | humidity | 70.0 | 270 | > th | dose independent | rect. | 13 | 21 |
48 | 33.17 | temperature | 30.0 | 720 | < th | dose independent | rect. | 23 | 16 |
54 | 33.20 | temperature | 30.0 | 720 | < th | dose independent | sin | 5 | NA |
55 | 33.20 | radiation | 20.0 | 720 | < th | dose independent | rect. | 17 | 17 |
60 | 33.21 | temperature | 30.0 | 720 | < th | dose independent | rect. | 20 | 16 |
81 | 33.34 | radiation | 20.0 | 720 | > th | dose dependent | rect. | 8 | 1 |
99 | 33.41 | temperature | 30.0 | 270 | < th | dose independent | rect. | 9 | 10 |
102 | 33.42 | temperature | 30.0 | 720 | < th | dose independent | rect. | 1 | 10 |
103 | 33.44 | radiation | 20.0 | 720 | > th | dose independent | rect. | 8 | 1 |
104 | 33.44 | temperature | 30.0 | 720 | < th | dose independent | rect. | 3 | 8 |
109 | 33.45 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 24 | 10 |
112 | 33.47 | humidity | 70.0 | 270 | > th | dose independent | rect. | 23 | 21 |
140 | 33.53 | radiation | 40.0 | 720 | < th | dose independent | rect. | 20 | 16 |
142 | 33.53 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 17 | 17 |
144 | 33.54 | temperature | 30.0 | 270 | < th | dose independent | rect. | 15 | 16 |
157 | 33.58 | radiation | 30.0 | 720 | > th | dose independent | rect. | 16 | 17 |
165 | 33.60 | radiation | 20.0 | 720 | < th | dose independent | sin | 10 | NA |
206 | 33.62 | temperature | 30.0 | 270 | < th | dose independent | sin | 10 | NA |
216 | 33.63 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 15 | 7 |
224 | 33.63 | radiation | 40.0 | 720 | < th | dose independent | rect. | 15 | 22 |
225 | 33.64 | temperature | 30.0 | 270 | < th | dose independent | sin | 22 | NA |
233 | 33.65 | radiation | 20.0 | 720 | < th | dose independent | rect. | 20 | 14 |
248 | 33.67 | temperature | 30.0 | 270 | > th | dose independent | rect. | 14 | 23 |
249 | 33.67 | temperature | 30.0 | 270 | < th | dose independent | rect. | 9 | 23 |
253 | 33.68 | humidity | 60.0 | 720 | < th | dose independent | rect. | 11 | 4 |
261 | 33.68 | humidity | 70.0 | 90 | < th | dose independent | rect. | 12 | 23 |
275 | 33.69 | temperature | 30.0 | 270 | < th | dose independent | no | NA | NA |
278 | 33.69 | temperature | 30.0 | 720 | > th | dose independent | rect. | 8 | 8 |
297 | 33.69 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 15 | 17 |
305 | 33.70 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 14 | 19 |
306 | 33.71 | humidity | 60.0 | 720 | < th | dose independent | rect. | 12 | 1 |
307 | 33.71 | humidity | 70.0 | 720 | < th | dose independent | rect. | 9 | 8 |
315 | 33.71 | radiation | 40.0 | 720 | < th | dose dependent | sin | 9 | NA |
320 | 33.72 | humidity | 70.0 | 720 | < th | dose independent | rect. | 9 | 6 |
321 | 33.72 | temperature | 30.0 | 720 | < th | dose independent | rect. | 7 | 7 |
328 | 33.72 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 8 | 8 |
335 | 33.73 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 21 | 4 |
342 | 33.73 | temperature | 30.0 | 720 | < th | dose independent | rect. | 7 | 9 |
354 | 33.73 | temperature | 30.0 | 270 | > th | dose independent | rect. | 18 | 23 |
355 | 33.73 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 21 | 4 |
361 | 33.74 | humidity | 70.0 | 90 | > th | dose independent | sin | 11 | NA |
369 | 33.74 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 20 | 15 |
375 | 33.75 | humidity | 60.0 | 4320 | > th | dose independent | rect. | 10 | 5 |
382 | 33.76 | humidity | 60.0 | 4320 | > th | dose independent | rect. | 11 | 2 |
407 | 33.78 | temperature | 30.0 | 720 | < th | dose independent | rect. | 9 | 7 |
414 | 33.78 | humidity | 70.0 | 270 | > th | dose independent | rect. | 9 | 23 |
428 | 33.79 | humidity | 70.0 | 720 | > th | dose independent | rect. | 24 | 14 |
431 | 33.79 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 12 | 1 |
437 | 33.80 | humidity | 60.0 | 4320 | < th | dose independent | rect. | 11 | 4 |
438 | 33.80 | temperature | 30.0 | 720 | < th | dose independent | rect. | 5 | 8 |
455 | 33.82 | temperature | 30.0 | 270 | > th | dose independent | no | NA | NA |
456 | 33.82 | radiation | 20.0 | 720 | < th | dose independent | rect. | 7 | 2 |
466 | 33.82 | temperature | 30.0 | 270 | > th | dose independent | rect. | 8 | 11 |
499 | 33.82 | humidity | 70.0 | 10 | > th | dose independent | rect. | 18 | 16 |
585 | 33.82 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 8 | 1 |
586 | 33.82 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 11 | 4 |
591 | 33.83 | temperature | 30.0 | 270 | > th | dose independent | sin | 0 | NA |
593 | 33.83 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 15 | 7 |
687 | 33.87 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 4 |
697 | 33.88 | temperature | 30.0 | 720 | > th | dose independent | sin | 5 | NA |
731 | 33.89 | humidity | 60.0 | 4320 | > th | dose independent | rect. | 20 | 20 |
896 | 33.95 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 15 | 17 |
898 | 33.95 | humidity | 70.0 | 720 | > th | dose independent | rect. | 20 | 19 |
910 | 33.96 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 1 |
930 | 33.97 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 15 | 21 |
941 | 33.98 | humidity | 70.0 | 720 | < th | dose independent | sin | 2 | NA |
943 | 33.98 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 2 |
997 | 34.00 | humidity | 70.0 | 90 | > th | dose independent | sin | 16 | NA |
999 | 34.00 | humidity | 50.0 | 14400 | < th | dose independent | sin | 13 | NA |