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Os02g0459600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Legume lectin, beta domain containing 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
350.65 | 0.88 | 3.32 | 0.753 | 0.945 | 0.148 | -0.599 | 10.5 | 0.0574 | 17.1 | 30.4 | 665 | -- | -- |
356.22 | 0.879 | 3.39 | -0.0086 | 0.88 | 1.11 | -0.483 | -- | 0.128 | 17.1 | 31.3 | 601 | -- | -- |
351.53 | 0.873 | 3.32 | 0.748 | 0.951 | 0.128 | -- | 10.4 | 0.0519 | 17.1 | 30.39 | 664 | -- | -- |
354.35 | 0.877 | 3.43 | -0.161 | 0.91 | 1.28 | -- | -- | 0.0373 | 17.2 | 31.2 | 594 | -- | -- |
389.56 | 0.919 | 3.32 | 0.57 | -- | 0.673 | -- | 10.9 | 0.0542 | -- | 30.3 | 558 | -- | -- |
389.08 | 0.925 | 3.47 | -0.00593 | 1.27 | -- | 0.283 | -- | -0.077 | 17.6 | -- | -- | -- | -- |
389.28 | 0.924 | 3.47 | -0.00705 | 1.27 | -- | -- | -- | -0.0757 | 17.6 | -- | -- | -- | -- |
372.32 | 0.899 | 3.47 | -0.308 | -- | 1.64 | -- | -- | -0.219 | -- | 29 | 485 | -- | -- |
355.02 | 0.878 | 3.43 | -- | 0.923 | 1.27 | -- | -- | 0.0486 | 17.2 | 31.21 | 600 | -- | -- |
472.79 | 1.02 | 3.45 | -0.0482 | -- | -- | -- | -- | -0.106 | -- | -- | -- | -- | -- |
389.28 | 0.923 | 3.47 | -- | 1.27 | -- | -- | -- | -0.0749 | 17.6 | -- | -- | -- | -- |
374.49 | 0.901 | 3.47 | -- | -- | 1.62 | -- | -- | -0.199 | -- | 28.9 | 488 | -- | -- |
472.85 | 1.01 | 3.45 | -- | -- | -- | -- | -- | -0.101 | -- | -- | -- | -- | -- |
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 | 348.25 | radiation | 30 | 720 | > th | dose dependent | rect. | 14 | 21 |
2 | 348.27 | radiation | 10 | 720 | > th | dose dependent | rect. | 14 | 21 |
3 | 348.28 | temperature | 30 | 720 | < th | dose independent | rect. | 3 | 15 |
6 | 349.04 | temperature | 30 | 720 | < th | dose independent | rect. | 1 | 23 |
7 | 349.51 | temperature | 30 | 720 | < th | dose independent | rect. | 6 | 9 |
8 | 349.55 | temperature | 30 | 720 | < th | dose independent | rect. | 11 | 23 |
12 | 349.75 | humidity | 70 | 270 | < th | dose independent | sin | 16 | NA |
16 | 349.96 | radiation | 30 | 720 | > th | dose dependent | sin | 12 | NA |
20 | 350.26 | temperature | 30 | 720 | > th | dose independent | rect. | 8 | 9 |
54 | 350.53 | humidity | 80 | 270 | < th | dose dependent | rect. | 16 | 16 |
74 | 350.97 | temperature | 30 | 720 | < th | dose independent | rect. | 5 | 12 |
78 | 351.06 | temperature | 30 | 720 | > th | dose independent | sin | 1 | NA |
82 | 351.14 | humidity | 80 | 270 | < th | dose dependent | sin | 13 | NA |
83 | 351.17 | temperature | 30 | 720 | < th | dose independent | rect. | 2 | 21 |
87 | 351.25 | temperature | 30 | 720 | < th | dose independent | sin | 1 | NA |
90 | 351.27 | radiation | 30 | 720 | > th | dose independent | rect. | 14 | 19 |
97 | 351.39 | radiation | 20 | 720 | > th | dose independent | rect. | 14 | 21 |
109 | 351.68 | temperature | 30 | 720 | > th | dose independent | rect. | 14 | 22 |
117 | 351.75 | radiation | 30 | 720 | > th | dose independent | sin | 12 | NA |
120 | 351.76 | humidity | 80 | 270 | < th | dose dependent | rect. | 16 | 4 |
130 | 352.05 | temperature | 30 | 720 | > th | dose independent | no | NA | NA |
223 | 352.07 | humidity | 70 | 270 | < th | dose independent | rect. | 15 | 5 |
245 | 352.23 | temperature | 30 | 720 | < th | dose independent | rect. | 9 | 23 |
246 | 352.23 | temperature | 25 | 270 | > th | dose dependent | rect. | 15 | 5 |
251 | 352.28 | humidity | 80 | 270 | < th | dose dependent | rect. | 16 | 6 |
255 | 352.33 | temperature | 30 | 720 | < th | dose independent | no | NA | NA |
256 | 352.33 | temperature | 30 | 720 | > th | dose independent | rect. | 11 | 23 |
260 | 352.37 | temperature | 30 | 270 | > th | dose independent | rect. | 16 | 2 |
261 | 352.37 | temperature | 30 | 720 | < th | dose independent | rect. | 2 | 19 |
265 | 352.39 | temperature | 30 | 270 | > th | dose independent | sin | 12 | NA |
297 | 352.46 | temperature | 30 | 270 | > th | dose independent | rect. | 15 | 18 |
300 | 352.48 | temperature | 30 | 720 | < th | dose independent | rect. | 19 | 23 |
301 | 352.49 | temperature | 30 | 270 | < th | dose independent | sin | 13 | NA |
315 | 352.65 | atmosphere | 1005 | 270 | < th | dose independent | rect. | 16 | 2 |
317 | 352.66 | radiation | 20 | 720 | > th | dose independent | rect. | 8 | 1 |
332 | 352.90 | temperature | 25 | 270 | > th | dose dependent | rect. | 16 | 2 |
337 | 352.98 | radiation | 10 | 720 | > th | dose dependent | rect. | 8 | 1 |
346 | 353.04 | humidity | 70 | 270 | > th | dose independent | rect. | 10 | 13 |
349 | 353.16 | temperature | 30 | 270 | > th | dose independent | rect. | 15 | 4 |
369 | 353.25 | temperature | 25 | 270 | > th | dose dependent | rect. | 15 | 11 |
370 | 353.29 | humidity | 70 | 270 | > th | dose independent | sin | 15 | NA |
372 | 353.30 | humidity | 50 | 720 | > th | dose dependent | rect. | 2 | 22 |
398 | 353.39 | temperature | 25 | 270 | > th | dose dependent | rect. | 15 | 16 |
406 | 353.50 | radiation | 20 | 270 | > th | dose independent | rect. | 16 | 15 |
420 | 353.62 | temperature | 25 | 270 | > th | dose dependent | sin | 16 | NA |
440 | 353.75 | humidity | 70 | 270 | < th | dose independent | rect. | 16 | 2 |
450 | 353.88 | radiation | 20 | 270 | > th | dose independent | rect. | 16 | 1 |
482 | 353.94 | temperature | 30 | 720 | < th | dose independent | rect. | 19 | 17 |
504 | 354.09 | radiation | 40 | 720 | > th | dose dependent | rect. | 10 | 1 |
531 | 354.31 | temperature | 30 | 720 | < th | dose independent | rect. | 9 | 6 |
543 | 354.40 | temperature | 25 | 270 | > th | dose dependent | rect. | 12 | 8 |
544 | 354.41 | radiation | 1 | 270 | > th | dose dependent | rect. | 17 | 2 |
557 | 354.45 | temperature | 30 | 270 | > th | dose dependent | sin | 11 | NA |
558 | 354.45 | humidity | 50 | 270 | > th | dose dependent | rect. | 10 | 13 |
620 | 354.67 | radiation | 10 | 720 | > th | dose dependent | rect. | 8 | 23 |
622 | 354.73 | radiation | 10 | 720 | > th | dose dependent | rect. | 8 | 10 |
639 | 354.76 | temperature | 30 | 720 | > th | dose dependent | rect. | 8 | 8 |
675 | 354.87 | radiation | 40 | 720 | < th | dose dependent | rect. | 15 | 17 |
676 | 354.87 | radiation | 40 | 720 | < th | dose dependent | rect. | 2 | 23 |
687 | 354.94 | radiation | 10 | 720 | > th | dose dependent | no | NA | NA |
688 | 354.94 | radiation | 10 | 720 | > th | dose dependent | rect. | 6 | 12 |
802 | 355.00 | radiation | 40 | 720 | < th | dose independent | sin | 12 | NA |
808 | 355.04 | radiation | 10 | 720 | > th | dose dependent | sin | 3 | NA |
812 | 355.07 | radiation | 10 | 270 | > th | dose dependent | rect. | 16 | 15 |
831 | 355.13 | temperature | 30 | 720 | > th | dose dependent | rect. | 13 | 3 |
849 | 355.17 | temperature | 30 | 720 | > th | dose dependent | rect. | 14 | 1 |
872 | 355.23 | temperature | 30 | 720 | < th | dose independent | rect. | 6 | 23 |
922 | 355.29 | temperature | 25 | 270 | > th | dose dependent | rect. | 12 | 19 |