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Os11g0460500 |
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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
239.88 | 0.728 | 3.16 | -0.0397 | 0.168 | 0.775 | 0.907 | 2.47 | -0.222 | 19.4 | 1015 | 4530 | -- | -- |
244.42 | 0.728 | 3.13 | 0.322 | 0.17 | 0.41 | 1.05 | -- | -0.144 | 19.1 | 1014 | 6533 | -- | -- |
240.85 | 0.723 | 3.17 | -0.0142 | 0.202 | 1.95 | -- | 5.09 | -0.215 | 17.5 | 1016 | 4270 | -- | -- |
246.94 | 0.732 | 3.12 | 0.306 | 0.195 | 0.418 | -- | -- | -0.131 | 17.7 | 1014 | 6783 | -- | -- |
242.78 | 0.726 | 3.18 | -0.00859 | -- | 2.46 | -- | 6.17 | -0.219 | -- | 1016 | 4238 | -- | -- |
249.99 | 0.741 | 3.14 | 0.146 | 0.175 | -- | 1.01 | -- | -0.221 | 19.4 | -- | -- | -- | -- |
252.32 | 0.744 | 3.14 | 0.126 | 0.201 | -- | -- | -- | -0.217 | 17.7 | -- | -- | -- | -- |
248.91 | 0.735 | 3.11 | 0.302 | -- | 0.433 | -- | -- | -0.131 | -- | 1014 | 6595 | -- | -- |
249.02 | 0.735 | 3.13 | -- | 0.192 | 0.344 | -- | -- | -0.178 | 17.8 | 1014 | 6230 | -- | -- |
254.43 | 0.745 | 3.14 | 0.12 | -- | -- | -- | -- | -0.222 | -- | -- | -- | -- | -- |
252.74 | 0.744 | 3.14 | -- | 0.199 | -- | -- | -- | -0.231 | 17.8 | -- | -- | -- | -- |
250.9 | 0.738 | 3.13 | -- | -- | 0.35 | -- | -- | -0.181 | -- | 1014 | 6210 | -- | -- |
254.8 | 0.745 | 3.14 | -- | -- | -- | -- | -- | -0.235 | -- | -- | -- | -- | -- |
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 | 224.47 | radiation | 1.0 | 10 | < th | dose independent | rect. | 13 | 1 |
11 | 224.47 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 13 | 1 |
21 | 225.13 | humidity | 80.0 | 90 | > th | dose independent | rect. | 12 | 1 |
26 | 225.50 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 12 | 1 |
73 | 232.28 | humidity | 80.0 | 10 | > th | dose independent | rect. | 14 | 1 |
101 | 234.16 | wind | 1.0 | 10 | < th | dose dependent | rect. | 1 | 2 |
128 | 237.44 | temperature | 25.0 | 90 | < th | dose independent | rect. | 12 | 1 |
135 | 238.00 | wind | 1.0 | 10 | < th | dose independent | rect. | 1 | 1 |
138 | 238.22 | temperature | 25.0 | 10 | < th | dose independent | rect. | 13 | 1 |
149 | 238.34 | atmosphere | 1005.0 | 90 | < th | dose dependent | rect. | 6 | 2 |
163 | 238.58 | wind | 1.0 | 30 | < th | dose independent | rect. | 7 | 1 |
181 | 239.17 | wind | 3.0 | 1440 | < th | dose independent | rect. | 2 | 1 |
182 | 239.27 | wind | 3.0 | 1440 | > th | dose independent | rect. | 2 | 1 |
184 | 239.46 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 9 | 2 |
185 | 239.46 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 17 | 9 |
205 | 239.46 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 17 | 9 |
226 | 239.48 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 12 | 3 |
227 | 239.48 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 7 | 1 |
229 | 239.49 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 6 | 1 |
232 | 239.50 | radiation | 20.0 | 10 | < th | dose independent | rect. | 14 | 1 |
234 | 239.50 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 2 | 19 |
235 | 239.51 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 7 | 1 |
238 | 239.52 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 6 | 15 |
240 | 239.54 | wind | 1.0 | 1440 | > th | dose dependent | rect. | 2 | 1 |
246 | 239.58 | precipitation | 0.1 | 10 | < th | dose independent | sin | 18 | NA |
247 | 239.58 | precipitation | 0.1 | 10 | < th | dose dependent | sin | 18 | NA |
248 | 239.58 | wind | 7.0 | 10 | > th | dose dependent | rect. | 12 | 1 |
272 | 239.72 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 2 | 18 |
275 | 239.75 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 9 | 2 |
276 | 239.75 | atmosphere | 1015.0 | 4320 | > th | dose dependent | sin | 0 | NA |
284 | 239.77 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 2 | 18 |
303 | 239.82 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 6 | 14 |
305 | 239.82 | humidity | 60.0 | 4320 | < th | dose dependent | rect. | 12 | 1 |
317 | 239.83 | atmosphere | 1010.0 | 270 | < th | dose dependent | rect. | 4 | 20 |
328 | 239.87 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 2 | 6 |
333 | 239.88 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 2 | 6 |
343 | 239.89 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 2 | 6 |
351 | 239.90 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 6 | 14 |
371 | 239.94 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 7 | 1 |
395 | 239.97 | precipitation | 0.1 | 10 | > th | dose independent | sin | 18 | NA |
453 | 240.03 | wind | 7.0 | 1440 | < th | dose dependent | rect. | 2 | 1 |
481 | 240.06 | atmosphere | 1015.0 | 4320 | > th | dose independent | sin | 1 | NA |
482 | 240.06 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 3 | 1 |
559 | 240.13 | atmosphere | 1015.0 | 4320 | < th | dose independent | sin | 1 | NA |
560 | 240.13 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 3 | 1 |
562 | 240.13 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 16 | 4 |
582 | 240.14 | precipitation | 0.1 | 10 | > th | dose dependent | sin | 19 | NA |
602 | 240.17 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 14 | 5 |
631 | 240.20 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 18 | 2 |
644 | 240.21 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 5 | 10 |
647 | 240.21 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 2 | 2 |
708 | 240.27 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 13 | 7 |
739 | 240.30 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 18 | 19 |
758 | 240.31 | atmosphere | 1015.0 | 4320 | > th | dose dependent | no | NA | NA |
775 | 240.32 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 14 | 1 |
811 | 240.33 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 5 | 23 |
837 | 240.35 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 18 | 21 |
856 | 240.36 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 24 | 15 |
891 | 240.38 | wind | 5.0 | 1440 | > th | dose dependent | rect. | 2 | 3 |
896 | 240.39 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 14 | 1 |
909 | 240.40 | wind | 3.0 | 720 | < th | dose independent | rect. | 12 | 1 |
931 | 240.42 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 14 | 1 |
943 | 240.43 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 7 | 1 |
947 | 240.43 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 9 | 1 |