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Os02g0753900 |
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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
427.95 | 0.972 | 4 | -1.13 | 0.52 | 28.5 | -1.43 | -103 | -0.395 | 5.7 | 0.4537 | 106 | -- | -- |
438.82 | 0.976 | 3.86 | -0.658 | 0.633 | 3.81 | -1.76 | -- | -0.266 | 5.55 | 1.841 | 118 | -- | -- |
432.77 | 0.969 | 3.99 | -1.14 | 0.523 | 28.5 | -- | -103 | -0.392 | 6 | 0.4712 | 102 | -- | -- |
438.09 | 0.975 | 3.85 | -0.631 | 0.542 | 3.98 | -- | -- | -0.392 | 6.07 | 1.5 | 138 | -- | -- |
446.6 | 0.984 | 4 | -1.13 | -- | 28 | -- | -102 | -0.37 | -- | 0.4503 | 105 | -- | -- |
450.19 | 0.995 | 3.85 | -0.577 | 0.492 | -- | -1.59 | -- | -0.408 | 5.72 | -- | -- | -- | -- |
456.35 | 1 | 3.85 | -0.586 | 0.485 | -- | -- | -- | -0.401 | 6.01 | -- | -- | -- | -- |
453.09 | 0.991 | 3.85 | -0.611 | -- | 3.6 | -- | -- | -0.38 | -- | 1.5 | 125 | -- | -- |
448.6 | 0.986 | 3.83 | -- | 0.528 | 3.77 | -- | -- | -0.322 | 6.12 | 1.5 | 135 | -- | -- |
468.54 | 1.01 | 3.86 | -0.572 | -- | -- | -- | -- | -0.39 | -- | -- | -- | -- | -- |
465.39 | 1.01 | 3.83 | -- | 0.476 | -- | -- | -- | -0.336 | 6.07 | -- | -- | -- | -- |
462.98 | 1 | 3.84 | -- | -- | 3.45 | -- | -- | -0.313 | -- | 1.5 | 127 | -- | -- |
477.16 | 1.02 | 3.84 | -- | -- | -- | -- | -- | -0.327 | -- | -- | -- | -- | -- |
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 | 423.18 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 7 | 13 |
3 | 423.26 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 10 | 10 |
6 | 423.58 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 10 | 10 |
26 | 424.41 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 10 | 8 |
37 | 425.58 | precipitation | 0.1 | 90 | > th | dose dependent | sin | 21 | NA |
46 | 426.46 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 13 | 7 |
52 | 426.96 | radiation | 1.0 | 90 | < th | dose independent | rect. | 8 | 3 |
53 | 426.96 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 8 | 3 |
57 | 427.21 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 13 | 7 |
63 | 427.26 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 15 | 5 |
72 | 427.52 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 7 | 18 |
77 | 427.62 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 10 | 15 |
108 | 428.13 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 17 | 1 |
109 | 428.17 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 17 | 1 |
152 | 428.24 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 17 | 1 |
180 | 428.24 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 17 | 1 |
217 | 428.52 | precipitation | 0.1 | 90 | > th | dose independent | sin | 21 | NA |
219 | 428.56 | precipitation | 0.1 | 90 | < th | dose independent | sin | 21 | NA |
220 | 428.56 | precipitation | 0.1 | 90 | < th | dose dependent | sin | 21 | NA |
245 | 429.66 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 12 | 1 |
295 | 430.35 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 13 | 12 |
307 | 430.63 | atmosphere | 1000.0 | 90 | < th | dose independent | rect. | 16 | 1 |
332 | 431.15 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 12 | 1 |
333 | 431.32 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 17 | 7 |
353 | 431.32 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 17 | 7 |
426 | 431.73 | atmosphere | 1000.0 | 90 | < th | dose dependent | rect. | 16 | 1 |
433 | 431.91 | radiation | 30.0 | 1440 | > th | dose independent | rect. | 12 | 1 |
435 | 431.96 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 17 | 16 |
462 | 432.26 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 12 | 1 |
480 | 432.51 | humidity | 80.0 | 10 | < th | dose independent | rect. | 22 | 3 |
481 | 432.55 | atmosphere | 1000.0 | 90 | < th | dose independent | rect. | 16 | 6 |
483 | 432.61 | humidity | 80.0 | 90 | < th | dose independent | rect. | 24 | 1 |
485 | 432.61 | humidity | 80.0 | 10 | < th | dose independent | rect. | 24 | 2 |
489 | 432.61 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 24 | 1 |
490 | 432.61 | humidity | 80.0 | 10 | < th | dose dependent | rect. | 24 | 2 |
496 | 432.65 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 17 | 5 |
499 | 432.74 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 17 | 14 |
504 | 432.76 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 17 | 11 |
512 | 432.88 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 12 | 1 |
515 | 432.91 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 17 | 16 |
517 | 433.05 | precipitation | 0.1 | 10 | < th | dose independent | sin | 20 | NA |
518 | 433.05 | precipitation | 0.1 | 10 | < th | dose dependent | sin | 20 | NA |
520 | 433.06 | humidity | 80.0 | 720 | < th | dose independent | rect. | 24 | 1 |
523 | 433.06 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 24 | 1 |
525 | 433.10 | precipitation | 0.1 | 10 | > th | dose independent | sin | 20 | NA |
526 | 433.10 | precipitation | 0.1 | 10 | > th | dose dependent | sin | 20 | NA |
531 | 433.16 | humidity | 50.0 | 14400 | < th | dose dependent | rect. | 17 | 16 |
532 | 433.19 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 6 | 18 |
541 | 433.31 | radiation | 10.0 | 1440 | > th | dose dependent | rect. | 12 | 1 |
542 | 433.32 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 10 | 14 |
577 | 433.65 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 12 | 1 |
582 | 433.73 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 19 | 1 |
587 | 433.80 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 22 | 20 |
616 | 434.12 | wind | 9.0 | 10 | > th | dose independent | rect. | 10 | 2 |
647 | 434.17 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
654 | 434.23 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
674 | 434.41 | humidity | 50.0 | 14400 | < th | dose dependent | rect. | 17 | 1 |
720 | 434.56 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 12 | 1 |
723 | 434.62 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 14 | 2 |
732 | 434.68 | precipitation | 0.1 | 90 | < th | dose independent | sin | 0 | NA |
733 | 434.68 | precipitation | 0.1 | 90 | < th | dose dependent | sin | 0 | NA |
735 | 434.69 | radiation | 40.0 | 4320 | > th | dose dependent | rect. | 12 | 2 |
741 | 434.73 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 14 | 8 |
748 | 434.74 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 14 | 14 |
749 | 434.74 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 14 | 17 |
775 | 434.84 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
776 | 434.84 | wind | 9.0 | 1440 | > th | dose dependent | rect. | 15 | 1 |
779 | 434.87 | wind | 1.0 | 14400 | > th | dose independent | rect. | 20 | 5 |
784 | 434.90 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 1 | 15 |
793 | 434.95 | radiation | 20.0 | 14400 | > th | dose independent | rect. | 12 | 3 |
796 | 434.97 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 12 | 2 |
799 | 435.00 | atmosphere | 1010.0 | 1440 | < th | dose independent | rect. | 10 | 1 |
805 | 435.05 | radiation | 1.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
806 | 435.06 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 14 | 2 |
814 | 435.11 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 14 | 19 |
839 | 435.20 | wind | 5.0 | 720 | > th | dose independent | rect. | 1 | 4 |
844 | 435.22 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
848 | 435.23 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 14 | 4 |
849 | 435.23 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 14 | 8 |
856 | 435.24 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 14 | 15 |
866 | 435.27 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 17 | 1 |
882 | 435.27 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 14 | 19 |
884 | 435.28 | humidity | 70.0 | 10 | > th | dose independent | rect. | 21 | 16 |
891 | 435.30 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 1 | 20 |
892 | 435.31 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 14 | 18 |
899 | 435.34 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 14 | 19 |
902 | 435.35 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
906 | 435.35 | radiation | 40.0 | 4320 | > th | dose dependent | rect. | 12 | 20 |
908 | 435.36 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 12 | 20 |
929 | 435.37 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 12 | 6 |
947 | 435.42 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 12 | 17 |
965 | 435.44 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 14 | 4 |