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Os08g0198700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Glycolate oxidase (EC 1.1.3.15) (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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
70.25 | 0.394 | 11.3 | -1.13 | 0.605 | 0.547 | 0.0773 | 0.0477 | 0.213 | 21.4 | 21.72 | 467 | -- | -- |
70.21 | 0.39 | 11.3 | -1.14 | 0.619 | 0.539 | 0.108 | -- | 0.212 | 21.5 | 21.73 | 421 | -- | -- |
70.25 | 0.39 | 11.3 | -1.14 | 0.615 | 0.541 | -- | 0.0502 | 0.222 | 21.5 | 21.79 | 421 | -- | -- |
70.25 | 0.39 | 11.3 | -1.14 | 0.62 | 0.539 | -- | -- | 0.213 | 21.5 | 21.74 | 421 | -- | -- |
88.47 | 0.438 | 11.3 | -1.06 | -- | 0.691 | -- | 0.336 | 0.206 | -- | 21.87 | 731 | -- | -- |
83.85 | 0.429 | 11.3 | -0.96 | 0.683 | -- | 0.0231 | -- | 0.377 | 21 | -- | -- | -- | -- |
83.85 | 0.429 | 11.3 | -0.961 | 0.683 | -- | -- | -- | 0.377 | 21 | -- | -- | -- | -- |
88.48 | 0.438 | 11.3 | -1.22 | -- | 0.723 | -- | -- | 0.151 | -- | 21.8 | 697 | -- | -- |
102.19 | 0.471 | 11.3 | -- | 0.677 | 0.346 | -- | -- | 0.387 | 21.3 | 21.9 | 310 | -- | -- |
110.64 | 0.492 | 11.3 | -0.96 | -- | -- | -- | -- | 0.372 | -- | -- | -- | -- | -- |
108.17 | 0.487 | 11.2 | -- | 0.684 | -- | -- | -- | 0.484 | 20.9 | -- | -- | -- | -- |
124.67 | 0.52 | 11.3 | -- | -- | 0.439 | -- | -- | 0.325 | -- | 25.1 | 589 | -- | -- |
134.94 | 0.542 | 11.2 | -- | -- | -- | -- | -- | 0.479 | -- | -- | -- | -- | -- |
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 | 68.93 | temperature | 15 | 270 | > th | dose dependent | rect. | 23 | 14 |
2 | 69.12 | temperature | 30 | 270 | < th | dose dependent | sin | 7 | NA |
4 | 69.17 | temperature | 20 | 270 | > th | dose dependent | rect. | 21 | 15 |
20 | 70.18 | temperature | 10 | 270 | > th | dose dependent | sin | 7 | NA |
29 | 70.51 | temperature | 25 | 270 | < th | dose dependent | rect. | 21 | 21 |
31 | 70.56 | temperature | 25 | 270 | < th | dose dependent | rect. | 1 | 22 |
32 | 70.65 | temperature | 25 | 270 | < th | dose dependent | rect. | 23 | 22 |
87 | 71.20 | temperature | 25 | 270 | < th | dose dependent | rect. | 16 | 22 |
88 | 71.21 | temperature | 30 | 270 | < th | dose dependent | rect. | 3 | 8 |
98 | 71.27 | temperature | 25 | 270 | < th | dose dependent | rect. | 13 | 23 |
107 | 71.30 | temperature | 25 | 270 | < th | dose dependent | no | NA | NA |
125 | 71.41 | temperature | 30 | 270 | < th | dose dependent | rect. | 3 | 10 |
178 | 71.84 | temperature | 25 | 270 | < th | dose dependent | rect. | 7 | 23 |
182 | 71.87 | temperature | 15 | 270 | > th | dose dependent | rect. | 17 | 22 |
225 | 72.27 | temperature | 15 | 10 | > th | dose dependent | rect. | 9 | 21 |
243 | 72.40 | temperature | 20 | 90 | > th | dose independent | rect. | 9 | 21 |
262 | 72.52 | temperature | 20 | 10 | > th | dose independent | rect. | 9 | 21 |
313 | 72.80 | temperature | 15 | 10 | > th | dose dependent | rect. | 24 | 15 |
373 | 73.20 | temperature | 20 | 270 | > th | dose independent | rect. | 23 | 14 |
417 | 73.40 | temperature | 25 | 90 | > th | dose independent | rect. | 9 | 6 |
479 | 73.64 | wind | 3 | 14400 | < th | dose independent | rect. | 22 | 2 |
597 | 73.97 | wind | 3 | 14400 | < th | dose dependent | rect. | 23 | 1 |
616 | 74.00 | temperature | 25 | 270 | > th | dose independent | rect. | 9 | 3 |
636 | 74.04 | wind | 3 | 14400 | > th | dose independent | rect. | 22 | 2 |
678 | 74.11 | temperature | 20 | 10 | > th | dose independent | rect. | 21 | 9 |
712 | 74.18 | wind | 3 | 14400 | < th | dose dependent | rect. | 21 | 5 |
730 | 74.22 | wind | 3 | 14400 | < th | dose dependent | rect. | 21 | 3 |
760 | 74.27 | wind | 3 | 14400 | < th | dose independent | rect. | 21 | 5 |
774 | 74.29 | temperature | 20 | 270 | > th | dose independent | rect. | 17 | 22 |
863 | 74.45 | temperature | 30 | 10 | < th | dose dependent | rect. | 16 | 20 |
880 | 74.49 | wind | 3 | 14400 | > th | dose independent | rect. | 21 | 5 |
967 | 74.63 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 1 |