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Os03g0742300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : CheY-like domain containing 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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
49.17 | 0.329 | 2.81 | 0.0283 | 0.0817 | -0.194 | -0.274 | 3.53 | 0.0715 | 2.58 | 0.1368 | 9 | -- | -- |
52.2 | 0.336 | 2.82 | 0.00145 | 0.0709 | 0.573 | -0.152 | -- | 0.0745 | 2.7 | 9.833e-05 | 8 | -- | -- |
49.42 | 0.327 | 2.81 | 0.0364 | 0.0826 | -0.196 | -- | 3.39 | 0.073 | 2.8 | 0.1198 | 8 | -- | -- |
52.24 | 0.337 | 2.82 | 0.00648 | 0.0458 | 0.4 | -- | -- | 0.0633 | 3.1 | 1.234 | 16 | -- | -- |
49.8 | 0.329 | 2.81 | 0.0373 | -- | -0.129 | -- | 3.33 | 0.0767 | -- | 0.1065 | 8 | -- | -- |
53.93 | 0.344 | 2.82 | 0.0407 | 0.106 | -- | -0.019 | -- | 0.0698 | 2.23 | -- | -- | -- | -- |
53.93 | 0.344 | 2.82 | 0.0413 | 0.106 | -- | -- | -- | 0.07 | 2.2 | -- | -- | -- | -- |
52.3 | 0.337 | 2.82 | 0.00972 | -- | 0.458 | -- | -- | 0.0793 | -- | 1.257 | 16 | -- | -- |
52.15 | 0.336 | 2.81 | -- | 0.0465 | 0.438 | -- | -- | 0.087 | 1.07 | 1.195 | 16 | -- | -- |
54.6 | 0.345 | 2.82 | 0.0457 | -- | -- | -- | -- | 0.0725 | -- | -- | -- | -- | -- |
53.98 | 0.344 | 2.82 | -- | 0.106 | -- | -- | -- | 0.0654 | 2.21 | -- | -- | -- | -- |
52.3 | 0.337 | 2.82 | -- | -- | 0.457 | -- | -- | 0.0786 | -- | 1.266 | 16 | -- | -- |
54.65 | 0.345 | 2.82 | -- | -- | -- | -- | -- | 0.0674 | -- | -- | -- | -- | -- |
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 | 47.66 | wind | 1.0 | 30 | < th | dose dependent | rect. | 23 | 4 |
3 | 47.73 | wind | 1.0 | 10 | < th | dose independent | rect. | 23 | 1 |
7 | 47.73 | wind | 1.0 | 10 | < th | dose dependent | rect. | 23 | 1 |
13 | 47.93 | wind | 1.0 | 10 | < th | dose independent | rect. | 22 | 6 |
152 | 48.77 | wind | 1.0 | 90 | < th | dose independent | rect. | 22 | 2 |
153 | 48.78 | wind | 1.0 | 10 | < th | dose dependent | rect. | 12 | 16 |
170 | 48.84 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
172 | 48.85 | temperature | 25.0 | 30 | > th | dose independent | rect. | 22 | 1 |
175 | 48.86 | wind | 9.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
176 | 48.86 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
179 | 48.86 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
183 | 48.86 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
193 | 48.86 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
194 | 48.86 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
216 | 48.86 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 24 | 23 |
219 | 48.86 | wind | 1.0 | 10 | < th | dose dependent | sin | 16 | NA |
221 | 48.86 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 23 | 1 |
227 | 48.87 | humidity | 80.0 | 30 | > th | dose independent | rect. | 22 | 1 |
228 | 48.87 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
245 | 48.89 | humidity | 90.0 | 30 | < th | dose independent | rect. | 22 | 1 |
247 | 48.89 | wind | 5.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
254 | 48.91 | wind | 1.0 | 30 | > th | dose independent | rect. | 22 | 1 |
258 | 48.91 | temperature | 10.0 | 30 | > th | dose independent | rect. | 22 | 1 |
260 | 48.91 | temperature | 30.0 | 30 | < th | dose independent | rect. | 22 | 1 |
261 | 48.91 | humidity | 50.0 | 30 | > th | dose independent | rect. | 22 | 1 |
264 | 48.91 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 22 | 1 |
265 | 48.91 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 22 | 1 |
267 | 48.91 | radiation | 1.0 | 30 | < th | dose independent | rect. | 22 | 1 |
273 | 48.91 | temperature | 10.0 | 30 | > th | dose independent | rect. | 23 | 23 |
274 | 48.91 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
282 | 48.93 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 22 | 1 |
283 | 48.93 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
285 | 48.93 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 22 | 1 |
311 | 49.05 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
327 | 49.13 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
343 | 49.18 | wind | 1.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
351 | 49.23 | wind | 1.0 | 90 | < th | dose independent | rect. | 16 | 8 |
380 | 49.31 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
385 | 49.34 | wind | 1.0 | 10 | < th | dose independent | rect. | 12 | 16 |
395 | 49.38 | wind | 1.0 | 10 | < th | dose independent | rect. | 9 | 19 |
421 | 49.43 | wind | 1.0 | 10 | < th | dose independent | rect. | 6 | 22 |
539 | 49.80 | wind | 1.0 | 10 | < th | dose independent | sin | 15 | NA |
554 | 49.90 | wind | 9.0 | 30 | < th | dose independent | rect. | 23 | 23 |
567 | 49.97 | wind | 1.0 | 10 | > th | dose independent | sin | 15 | NA |
679 | 50.23 | wind | 1.0 | 10 | < th | dose dependent | rect. | 23 | 14 |
835 | 50.41 | wind | 1.0 | 10 | < th | dose dependent | no | NA | NA |