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Os05g0468700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Ammonium transporter.
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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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
74.37 | 0.405 | 11.7 | 0.552 | 2.43 | 0.337 | 0.892 | -1.82 | 0.639 | 16.5 | 10.64 | 1456 | -- | -- |
77.39 | 0.413 | 11.8 | 0.357 | 2.65 | 0.52 | 1.04 | -- | 0.522 | 15.8 | 20 | 1468 | -- | -- |
76.27 | 0.407 | 11.7 | 0.563 | 2.44 | 0.328 | -- | -2.02 | 0.636 | 16.4 | 10.82 | 1513 | -- | -- |
80.54 | 0.421 | 11.8 | 0.371 | 2.64 | 0.491 | -- | -- | 0.528 | 15.9 | 19.99 | 1530 | -- | -- |
269.57 | 0.765 | 11.4 | 0.844 | -- | -1.78 | -- | -2.96 | 0.413 | -- | 1.817 | 3447 | -- | -- |
82.42 | 0.426 | 11.8 | 0.351 | 2.41 | -- | 0.974 | -- | 0.523 | 16.5 | -- | -- | -- | -- |
84.96 | 0.432 | 11.8 | 0.358 | 2.42 | -- | -- | -- | 0.528 | 16.5 | -- | -- | -- | -- |
93.75 | 0.451 | 11.8 | 0.136 | -- | -2.49 | -- | -- | 0.371 | -- | 2.605 | 575 | -- | -- |
84.15 | 0.43 | 11.8 | -- | 2.62 | 0.477 | -- | -- | 0.487 | 15.9 | 19.99 | 1530 | -- | -- |
397.4 | 0.931 | 11.7 | 0.264 | -- | -- | -- | -- | 0.464 | -- | -- | -- | -- | -- |
88.33 | 0.44 | 11.8 | -- | 2.41 | -- | -- | -- | 0.488 | 16.6 | -- | -- | -- | -- |
93.14 | 0.449 | 11.8 | -- | -- | -2.51 | -- | -- | 0.403 | -- | 0.17 | 583 | -- | -- |
399.24 | 0.933 | 11.7 | -- | -- | -- | -- | -- | 0.435 | -- | -- | -- | -- | -- |
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 | 71.53 | radiation | 10 | 1440 | < th | dose dependent | rect. | 9 | 5 |
2 | 72.40 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 2 |
3 | 72.48 | radiation | 10 | 1440 | < th | dose dependent | rect. | 8 | 7 |
10 | 73.31 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 2 |
14 | 73.61 | humidity | 90 | 30 | < th | dose dependent | rect. | 20 | 18 |
19 | 73.80 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 2 |
20 | 73.81 | radiation | 10 | 1440 | < th | dose dependent | sin | 0 | NA |
24 | 73.91 | humidity | 90 | 10 | < th | dose dependent | rect. | 20 | 20 |
25 | 73.91 | humidity | 50 | 10 | > th | dose dependent | rect. | 23 | 21 |
27 | 73.97 | radiation | 10 | 1440 | > th | dose independent | rect. | 8 | 5 |
29 | 73.97 | radiation | 20 | 10 | < th | dose dependent | rect. | 23 | 21 |
31 | 74.00 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 2 |
33 | 74.04 | radiation | 10 | 1440 | < th | dose dependent | rect. | 8 | 22 |
47 | 74.18 | temperature | 20 | 1440 | > th | dose independent | rect. | 6 | 1 |
54 | 74.20 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 2 |
60 | 74.21 | radiation | 10 | 1440 | < th | dose dependent | rect. | 7 | 13 |
62 | 74.21 | radiation | 10 | 1440 | < th | dose dependent | rect. | 16 | 23 |
69 | 74.23 | radiation | 10 | 1440 | < th | dose dependent | rect. | 7 | 18 |
82 | 74.27 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 23 |
97 | 74.30 | radiation | 10 | 1440 | > th | dose independent | rect. | 16 | 21 |
103 | 74.32 | radiation | 10 | 1440 | < th | dose dependent | rect. | 2 | 15 |
104 | 74.32 | radiation | 10 | 1440 | < th | dose dependent | rect. | 24 | 17 |
115 | 74.34 | humidity | 70 | 90 | > th | dose dependent | rect. | 23 | 16 |
122 | 74.34 | radiation | 10 | 1440 | < th | dose dependent | rect. | 20 | 21 |
148 | 74.39 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 2 |
208 | 74.44 | radiation | 10 | 1440 | < th | dose dependent | no | NA | NA |
221 | 74.44 | radiation | 10 | 1440 | < th | dose dependent | rect. | 2 | 23 |
257 | 74.50 | humidity | 80 | 1440 | > th | dose independent | rect. | 1 | 13 |
294 | 74.56 | temperature | 15 | 10 | > th | dose independent | rect. | 20 | 16 |
300 | 74.56 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 22 |
465 | 74.72 | humidity | 80 | 1440 | < th | dose independent | rect. | 2 | 12 |
495 | 74.79 | humidity | 60 | 90 | > th | dose dependent | rect. | 23 | 10 |
515 | 74.84 | humidity | 70 | 90 | > th | dose dependent | rect. | 23 | 12 |
517 | 74.85 | humidity | 60 | 14400 | > th | dose independent | rect. | 21 | 11 |
524 | 74.89 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 9 |
531 | 74.92 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 5 |
541 | 74.94 | humidity | 80 | 1440 | < th | dose independent | rect. | 5 | 9 |
544 | 74.94 | humidity | 90 | 30 | < th | dose dependent | rect. | 3 | 11 |
548 | 74.95 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 9 |
551 | 74.95 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 18 |
558 | 74.96 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 14 |
559 | 74.96 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 16 |
572 | 74.98 | radiation | 20 | 90 | < th | dose independent | rect. | 23 | 21 |
573 | 74.98 | radiation | 20 | 1440 | < th | dose independent | rect. | 15 | 23 |
576 | 74.99 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 1 |
584 | 75.00 | humidity | 90 | 30 | < th | dose dependent | rect. | 7 | 7 |
591 | 75.01 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 9 |
607 | 75.03 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 3 |
619 | 75.05 | humidity | 80 | 1440 | < th | dose independent | rect. | 8 | 6 |
621 | 75.05 | humidity | 90 | 10 | < th | dose dependent | sin | 4 | NA |
625 | 75.05 | humidity | 50 | 10 | > th | dose dependent | rect. | 1 | 19 |
630 | 75.06 | humidity | 60 | 10 | > th | dose dependent | rect. | 1 | 16 |
643 | 75.09 | radiation | 10 | 1440 | > th | dose independent | sin | 4 | NA |
728 | 75.22 | radiation | 20 | 10 | < th | dose dependent | rect. | 7 | 13 |
746 | 75.24 | radiation | 20 | 10 | < th | dose dependent | rect. | 1 | 19 |
756 | 75.26 | radiation | 20 | 1440 | < th | dose independent | rect. | 6 | 11 |
759 | 75.26 | radiation | 20 | 1440 | < th | dose independent | rect. | 4 | 13 |
764 | 75.26 | radiation | 20 | 1440 | < th | dose independent | rect. | 2 | 18 |
772 | 75.26 | radiation | 20 | 1440 | < th | dose independent | rect. | 19 | 22 |
778 | 75.27 | radiation | 20 | 1440 | < th | dose independent | no | NA | NA |
782 | 75.27 | radiation | 10 | 1440 | < th | dose independent | rect. | 9 | 9 |
816 | 75.27 | radiation | 20 | 1440 | < th | dose independent | rect. | 6 | 21 |
836 | 75.28 | radiation | 20 | 1440 | < th | dose independent | sin | 23 | NA |
838 | 75.28 | radiation | 40 | 14400 | > th | dose independent | rect. | 7 | 1 |
886 | 75.28 | radiation | 40 | 14400 | > th | dose dependent | rect. | 7 | 1 |
925 | 75.30 | humidity | 90 | 10 | < th | dose independent | rect. | 20 | 16 |
926 | 75.30 | humidity | 90 | 10 | < th | dose independent | rect. | 20 | 18 |
940 | 75.31 | radiation | 20 | 1440 | < th | dose independent | rect. | 3 | 11 |
952 | 75.32 | radiation | 20 | 1440 | < th | dose independent | rect. | 6 | 8 |
958 | 75.32 | radiation | 20 | 1440 | < th | dose independent | rect. | 20 | 18 |
968 | 75.33 | radiation | 20 | 1440 | < th | dose independent | rect. | 8 | 23 |
981 | 75.34 | radiation | 10 | 1440 | < th | dose independent | rect. | 9 | 11 |