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Os01g0276800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Virulence factor, pectin lyase fold family 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
13.99 | 0.176 | 11.2 | 0.218 | 0.517 | -0.477 | 0.227 | -0.345 | 0.0988 | 1.63 | 23.2 | 35 | -- | -- |
14.1 | 0.176 | 11.2 | 0.18 | 0.513 | -0.429 | 0.124 | -- | 0.0916 | 1.61 | 23.2 | 29 | -- | -- |
14.12 | 0.176 | 11.2 | 0.192 | 0.515 | -0.454 | -- | -0.151 | 0.0943 | 1.6 | 23.1 | 31 | -- | -- |
14.16 | 0.176 | 11.2 | 0.176 | 0.513 | -0.433 | -- | -- | 0.0916 | 1.61 | 23.1 | 31 | -- | -- |
24.96 | 0.233 | 11.2 | 0.124 | -- | -0.49 | -- | -0.0106 | 0.0456 | -- | 27.95 | 1014 | -- | -- |
16.43 | 0.19 | 11.2 | 0.269 | 0.449 | -- | 0.137 | -- | 0.15 | 1.73 | -- | -- | -- | -- |
16.51 | 0.19 | 11.2 | 0.265 | 0.449 | -- | -- | -- | 0.149 | 1.72 | -- | -- | -- | -- |
24.94 | 0.233 | 11.2 | 0.138 | -- | -0.485 | -- | -- | 0.0502 | -- | 28.4 | 1000 | -- | -- |
14.91 | 0.181 | 11.2 | -- | 0.526 | -0.498 | -- | -- | 0.0632 | 1.6 | 23.22 | 19 | -- | -- |
28.76 | 0.251 | 11.2 | 0.283 | -- | -- | -- | -- | 0.16 | -- | -- | -- | -- | -- |
18.36 | 0.2 | 11.2 | -- | 0.454 | -- | -- | -- | 0.12 | 1.74 | -- | -- | -- | -- |
25.38 | 0.235 | 11.2 | -- | -- | -0.549 | -- | -- | 0.0251 | -- | 28.3 | 1007 | -- | -- |
30.87 | 0.259 | 11.2 | -- | -- | -- | -- | -- | 0.128 | -- | -- | -- | -- | -- |
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 | 12.55 | temperature | 25 | 90 | < th | dose dependent | rect. | 16 | 11 |
2 | 12.56 | temperature | 25 | 270 | < th | dose dependent | rect. | 16 | 9 |
11 | 12.63 | temperature | 25 | 90 | < th | dose dependent | sin | 15 | NA |
13 | 12.64 | temperature | 25 | 10 | < th | dose dependent | rect. | 17 | 9 |
33 | 12.73 | temperature | 20 | 10 | > th | dose independent | rect. | 20 | 10 |
76 | 12.90 | temperature | 20 | 10 | > th | dose independent | sin | 13 | NA |
149 | 13.05 | temperature | 20 | 10 | < th | dose independent | sin | 13 | NA |
164 | 13.10 | temperature | 20 | 10 | > th | dose independent | rect. | 9 | 23 |
178 | 13.14 | temperature | 15 | 270 | > th | dose dependent | rect. | 18 | 11 |
214 | 13.20 | temperature | 15 | 90 | > th | dose dependent | rect. | 20 | 10 |
255 | 13.28 | temperature | 20 | 90 | < th | dose independent | rect. | 17 | 10 |
268 | 13.30 | temperature | 20 | 90 | < th | dose independent | rect. | 19 | 8 |
269 | 13.30 | temperature | 20 | 90 | < th | dose independent | rect. | 17 | 12 |
270 | 13.30 | temperature | 20 | 90 | > th | dose independent | rect. | 15 | 15 |
291 | 13.33 | temperature | 20 | 10 | < th | dose independent | rect. | 18 | 8 |
301 | 13.34 | temperature | 20 | 90 | < th | dose independent | rect. | 19 | 6 |
306 | 13.34 | temperature | 20 | 10 | < th | dose independent | rect. | 18 | 12 |
307 | 13.34 | temperature | 20 | 90 | > th | dose independent | rect. | 9 | 21 |
309 | 13.34 | temperature | 25 | 270 | < th | dose dependent | rect. | 21 | 1 |
317 | 13.35 | temperature | 20 | 90 | > th | dose independent | rect. | 11 | 19 |
371 | 13.41 | temperature | 20 | 10 | > th | dose independent | rect. | 12 | 18 |
401 | 13.43 | temperature | 20 | 10 | > th | dose independent | rect. | 16 | 14 |
413 | 13.43 | temperature | 15 | 10 | > th | dose dependent | rect. | 20 | 10 |
473 | 13.50 | temperature | 20 | 90 | < th | dose independent | rect. | 13 | 14 |
500 | 13.52 | temperature | 20 | 10 | < th | dose independent | rect. | 14 | 16 |
509 | 13.53 | temperature | 20 | 90 | < th | dose independent | rect. | 21 | 4 |
517 | 13.53 | temperature | 20 | 10 | < th | dose independent | rect. | 14 | 12 |
632 | 13.59 | temperature | 15 | 720 | > th | dose dependent | rect. | 18 | 3 |
760 | 13.63 | temperature | 20 | 30 | < th | dose dependent | rect. | 17 | 17 |
882 | 13.67 | temperature | 20 | 30 | < th | dose dependent | rect. | 19 | 15 |
889 | 13.67 | temperature | 20 | 30 | < th | dose dependent | rect. | 13 | 21 |