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Os04g0489400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32.27 | 0.267 | 11.4 | -0.128 | 0.213 | 0.305 | -0.0427 | 0.995 | 0.121 | 17.4 | 64 | 4502 | -- | -- |
33.19 | 0.268 | 11.5 | -0.104 | 0.222 | 0.312 | -0.114 | -- | 0.0853 | 17.4 | 64.01 | 3330 | -- | -- |
32.24 | 0.264 | 11.4 | -0.133 | 0.227 | 0.298 | -- | 0.973 | 0.127 | 17.5 | 64.12 | 4657 | -- | -- |
33.08 | 0.268 | 11.5 | -0.144 | 0.246 | 0.32 | -- | -- | 0.0889 | 17.6 | 65 | 3341 | -- | -- |
34.42 | 0.273 | 11.5 | -0.125 | -- | 0.333 | -- | 0.794 | 0.0918 | -- | 64.07 | 4155 | -- | -- |
35.69 | 0.28 | 11.4 | -0.152 | 0.214 | -- | -0.0395 | -- | 0.165 | 17.4 | -- | -- | -- | -- |
35.7 | 0.28 | 11.4 | -0.152 | 0.214 | -- | -- | -- | 0.165 | 17.4 | -- | -- | -- | -- |
35.12 | 0.276 | 11.5 | -0.167 | -- | 0.401 | -- | -- | 0.054 | -- | 64.7 | 4080 | -- | -- |
33.62 | 0.27 | 11.5 | -- | 0.242 | 0.33 | -- | -- | 0.106 | 17.7 | 65.59 | 3330 | -- | -- |
38.08 | 0.288 | 11.4 | -0.159 | -- | -- | -- | -- | 0.16 | -- | -- | -- | -- | -- |
36.3 | 0.282 | 11.4 | -- | 0.217 | -- | -- | -- | 0.182 | 17.4 | -- | -- | -- | -- |
34.95 | 0.275 | 11.4 | -- | -- | 0.319 | -- | -- | 0.214 | -- | 74 | 1260 | -- | -- |
38.75 | 0.291 | 11.4 | -- | -- | -- | -- | -- | 0.177 | -- | -- | -- | -- | -- |
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 | 30.09 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 4 | 2 |
4 | 30.41 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 22 | 8 |
8 | 30.47 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 5 |
20 | 30.58 | temperature | 20.0 | 10 | > th | dose independent | rect. | 9 | 19 |
29 | 30.67 | temperature | 20.0 | 90 | > th | dose independent | rect. | 21 | 7 |
41 | 30.76 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 3 |
42 | 30.76 | temperature | 20.0 | 10 | > th | dose independent | rect. | 21 | 7 |
63 | 30.84 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 5 | 1 |
86 | 30.90 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 23 | 2 |
93 | 30.93 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 3 |
125 | 31.00 | wind | 3.0 | 14400 | < th | dose dependent | sin | 8 | NA |
130 | 31.01 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 9 |
142 | 31.02 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 22 | 8 |
168 | 31.06 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 6 |
212 | 31.10 | wind | 3.0 | 14400 | < th | dose independent | rect. | 5 | 1 |
215 | 31.10 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 5 |
233 | 31.12 | wind | 3.0 | 14400 | < th | dose independent | rect. | 3 | 6 |
247 | 31.13 | wind | 3.0 | 14400 | > th | dose independent | rect. | 21 | 10 |
312 | 31.18 | wind | 3.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
323 | 31.18 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 21 | 14 |
367 | 31.22 | temperature | 20.0 | 90 | > th | dose independent | rect. | 21 | 16 |
442 | 31.27 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
448 | 31.28 | wind | 3.0 | 14400 | < th | dose independent | sin | 8 | NA |
568 | 31.37 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
577 | 31.38 | wind | 3.0 | 14400 | > th | dose independent | sin | 8 | NA |
578 | 31.38 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 2 |
614 | 31.40 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
622 | 31.40 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |
674 | 31.44 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 2 |
680 | 31.44 | wind | 1.0 | 14400 | > th | dose dependent | sin | 8 | NA |
681 | 31.44 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 2 |
793 | 31.52 | temperature | 20.0 | 10 | > th | dose independent | rect. | 22 | 16 |
818 | 31.54 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 2 |
855 | 31.56 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 19 |
928 | 31.62 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 1 |