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Os02g0817700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to 3-ketoacyl-CoA thiolase (Fragment).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46.76 | 0.321 | 12.2 | 0.0647 | 1.31 | 0.615 | 0.945 | 0.168 | 0.271 | 17.5 | 20.2 | 985 | -- | -- |
46.83 | 0.319 | 12.2 | 0.0407 | 1.31 | 0.589 | 0.929 | -- | 0.265 | 17.5 | 20.4 | 994 | -- | -- |
48.9 | 0.326 | 12.1 | 0.0589 | 1.33 | 0.614 | -- | 0.168 | 0.275 | 17.6 | 20.33 | 1006 | -- | -- |
48.94 | 0.326 | 12.2 | 0.0382 | 1.33 | 0.588 | -- | -- | 0.269 | 17.6 | 20.3 | 1006 | -- | -- |
131.67 | 0.534 | 12.1 | 0.125 | -- | 0.67 | -- | 0.477 | 0.211 | -- | 21.28 | 545 | -- | -- |
55.6 | 0.35 | 12.1 | 0.27 | 1.31 | -- | 0.995 | -- | 0.391 | 17.7 | -- | -- | -- | -- |
57.97 | 0.357 | 12.1 | 0.263 | 1.32 | -- | -- | -- | 0.395 | 17.8 | -- | -- | -- | -- |
86.09 | 0.432 | 12.2 | 0.00517 | -- | 0.972 | -- | -- | 0.184 | -- | 27 | 345 | -- | -- |
48.96 | 0.326 | 12.2 | -- | 1.33 | 0.607 | -- | -- | 0.263 | 17.6 | 20.4 | 1006 | -- | -- |
148.53 | 0.569 | 12.1 | 0.223 | -- | -- | -- | -- | 0.364 | -- | -- | -- | -- | -- |
59.79 | 0.362 | 12.1 | -- | 1.32 | -- | -- | -- | 0.366 | 17.8 | -- | -- | -- | -- |
84.67 | 0.429 | 12.1 | -- | -- | 1.06 | -- | -- | 0.19 | -- | 27.58 | 360 | -- | -- |
149.84 | 0.571 | 12.1 | -- | -- | -- | -- | -- | 0.339 | -- | -- | -- | -- | -- |
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 |
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1 | 40.15 | temperature | 15 | 720 | > th | dose dependent | rect. | 4 | 5 |
2 | 40.29 | temperature | 30 | 720 | < th | dose dependent | rect. | 24 | 10 |
10 | 40.56 | temperature | 25 | 270 | < th | dose independent | rect. | 8 | 3 |
21 | 40.88 | temperature | 25 | 270 | < th | dose independent | rect. | 7 | 5 |
46 | 41.24 | temperature | 30 | 720 | < th | dose dependent | rect. | 1 | 4 |
64 | 41.54 | temperature | 20 | 720 | < th | dose independent | rect. | 1 | 6 |
97 | 41.84 | temperature | 20 | 720 | > th | dose independent | rect. | 5 | 4 |
102 | 41.88 | temperature | 25 | 720 | < th | dose independent | rect. | 24 | 12 |
135 | 42.17 | temperature | 20 | 720 | > th | dose independent | rect. | 5 | 2 |
150 | 42.28 | temperature | 20 | 720 | < th | dose independent | rect. | 2 | 1 |
167 | 42.41 | temperature | 30 | 270 | < th | dose dependent | rect. | 7 | 4 |
179 | 42.48 | temperature | 30 | 270 | < th | dose dependent | rect. | 7 | 6 |
182 | 42.50 | temperature | 25 | 720 | < th | dose dependent | sin | 5 | NA |
191 | 42.56 | temperature | 30 | 270 | < th | dose dependent | rect. | 9 | 1 |
211 | 42.69 | temperature | 25 | 270 | > th | dose independent | rect. | 4 | 13 |
213 | 42.71 | temperature | 25 | 720 | < th | dose dependent | rect. | 7 | 2 |
276 | 43.04 | temperature | 20 | 720 | < th | dose independent | rect. | 5 | 2 |
282 | 43.08 | temperature | 15 | 270 | > th | dose dependent | rect. | 5 | 12 |
324 | 43.34 | temperature | 25 | 270 | < th | dose independent | sin | 2 | NA |
359 | 43.46 | temperature | 30 | 270 | < th | dose dependent | sin | 2 | NA |
365 | 43.48 | temperature | 10 | 720 | > th | dose dependent | sin | 6 | NA |
391 | 43.61 | temperature | 10 | 270 | > th | dose dependent | sin | 3 | NA |
407 | 43.68 | temperature | 20 | 720 | < th | dose independent | sin | 6 | NA |
483 | 43.96 | temperature | 25 | 270 | > th | dose independent | sin | 2 | NA |
576 | 44.26 | temperature | 20 | 720 | > th | dose independent | sin | 4 | NA |
929 | 45.30 | temperature | 15 | 10 | > th | dose dependent | rect. | 6 | 14 |