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Os10g0363700 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
72.74 | 0.401 | 8.23 | 0.222 | 0.702 | 1.18 | -0.0717 | 0.799 | 0.0585 | 17.1 | 20 | 1479 | -- | -- |
73.41 | 0.399 | 8.26 | -0.00926 | 0.736 | 1.25 | -0.075 | -- | -0.00238 | 16.9 | 20.16 | 1358 | -- | -- |
72.72 | 0.397 | 8.23 | 0.243 | 0.664 | 1.19 | -- | 0.877 | 0.0642 | 17.1 | 20.09 | 1566 | -- | -- |
73.33 | 0.399 | 8.26 | -0.0091 | 0.724 | 1.22 | -- | -- | -0.0135 | 17 | 20.43 | 1425 | -- | -- |
77.92 | 0.411 | 8.25 | 0.0491 | -- | 1.96 | -- | 0.342 | -0.0132 | -- | 15.31 | 389 | -- | -- |
120.19 | 0.514 | 8.2 | 0.441 | 0.651 | -- | -0.131 | -- | 0.283 | 17.3 | -- | -- | -- | -- |
120.23 | 0.513 | 8.2 | 0.441 | 0.65 | -- | -- | -- | 0.282 | 17.4 | -- | -- | -- | -- |
77.99 | 0.411 | 8.25 | -0.00455 | -- | 1.94 | -- | -- | -0.0195 | -- | 15.83 | 372 | -- | -- |
73.29 | 0.399 | 8.26 | -- | 0.717 | 1.17 | -- | -- | -0.00421 | 17.1 | 20.76 | 1443 | -- | -- |
142.26 | 0.557 | 8.19 | 0.419 | -- | -- | -- | -- | 0.266 | -- | -- | -- | -- | -- |
125.35 | 0.524 | 8.21 | -- | 0.643 | -- | -- | -- | 0.233 | 17.4 | -- | -- | -- | -- |
77.99 | 0.411 | 8.25 | -- | -- | 1.93 | -- | -- | -0.0192 | -- | 15.85 | 372 | -- | -- |
146.88 | 0.566 | 8.2 | -- | -- | -- | -- | -- | 0.22 | -- | -- | -- | -- | -- |
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 | 72.02 | temperature | 10 | 1440 | > th | dose dependent | rect. | 4 | 15 |
17 | 72.14 | temperature | 10 | 1440 | > th | dose dependent | sin | 2 | NA |
74 | 72.32 | temperature | 10 | 1440 | > th | dose dependent | rect. | 5 | 9 |
123 | 72.42 | temperature | 30 | 1440 | < th | dose dependent | rect. | 6 | 3 |
166 | 72.49 | temperature | 15 | 1440 | > th | dose dependent | rect. | 6 | 3 |
182 | 72.51 | temperature | 10 | 1440 | > th | dose dependent | rect. | 7 | 1 |
301 | 72.71 | temperature | 30 | 1440 | < th | dose dependent | rect. | 7 | 1 |
319 | 72.75 | temperature | 20 | 1440 | > th | dose dependent | no | NA | NA |
330 | 72.77 | temperature | 20 | 1440 | > th | dose dependent | rect. | 15 | 23 |
379 | 72.83 | temperature | 20 | 1440 | > th | dose dependent | rect. | 10 | 23 |
380 | 72.83 | temperature | 20 | 1440 | > th | dose dependent | rect. | 12 | 23 |
435 | 72.97 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 21 |
437 | 72.98 | temperature | 10 | 1440 | > th | dose dependent | no | NA | NA |
466 | 73.05 | temperature | 10 | 1440 | > th | dose dependent | rect. | 15 | 23 |
497 | 73.10 | temperature | 10 | 1440 | > th | dose dependent | rect. | 13 | 23 |
535 | 73.15 | temperature | 10 | 1440 | > th | dose dependent | rect. | 10 | 23 |
757 | 73.70 | temperature | 10 | 1440 | > th | dose dependent | rect. | 16 | 3 |
942 | 74.16 | temperature | 10 | 1440 | > th | dose dependent | rect. | 18 | 1 |