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Os01g0214600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Lipolytic enzyme, G-D-S-L family 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
799.65 | 1.33 | 8.76 | -4.09 | 5.47 | -4.13 | 5.88 | -0.331 | -1.41 | 3.69 | 0.6501 | 339 | -- | -- |
799.76 | 1.32 | 8.77 | -4.09 | 5.38 | -4.05 | 5.47 | -- | -1.41 | 3.7 | 0.6695 | 339 | -- | -- |
815.85 | 1.33 | 8.79 | -4.19 | 4.83 | -3.58 | -- | 3.94 | -1.45 | 3.89 | 0.6703 | 350 | -- | -- |
889.04 | 1.39 | 8.77 | -4.13 | 4.75 | -3.43 | -- | -- | -1.41 | 3.92 | 0.67 | 346 | -- | -- |
1002.42 | 1.47 | 8.85 | -4.22 | -- | -2.81 | -- | -0.195 | -1.55 | -- | 1.89 | 1493 | -- | -- |
910.11 | 1.41 | 8.74 | -3.88 | 1.72 | -- | 3.41 | -- | -1.26 | 6.64 | -- | -- | -- | -- |
930.66 | 1.43 | 8.74 | -3.82 | 1.76 | -- | -- | -- | -1.26 | 7.46 | -- | -- | -- | -- |
1002.16 | 1.47 | 8.85 | -4.3 | -- | -2.86 | -- | -- | -1.57 | -- | 1.895 | 1497 | -- | -- |
1311.95 | 1.69 | 8.72 | -- | 2.68 | -1.84 | -- | -- | -1.02 | 3.94 | 2.399 | 201 | -- | -- |
1095.35 | 1.55 | 8.78 | -3.79 | -- | -- | -- | -- | -1.23 | -- | -- | -- | -- | -- |
1314.28 | 1.7 | 8.64 | -- | 1.72 | -- | -- | -- | -0.836 | 7.61 | -- | -- | -- | -- |
1425.78 | 1.76 | 8.74 | -- | -- | -1.45 | -- | -- | -1.07 | -- | 10 | 1506 | -- | -- |
1473.81 | 1.79 | 8.68 | -- | -- | -- | -- | -- | -0.813 | -- | -- | -- | -- | -- |
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 | 733.20 | radiation | 40 | 43200 | > th | dose independent | rect. | 9 | 3 |
4 | 734.97 | wind | 9 | 43200 | > th | dose dependent | rect. | 13 | 1 |
23 | 735.44 | radiation | 40 | 43200 | > th | dose dependent | rect. | 11 | 1 |
25 | 736.11 | temperature | 30 | 43200 | < th | dose independent | rect. | 20 | 13 |
46 | 736.55 | radiation | 30 | 43200 | > th | dose dependent | rect. | 9 | 3 |
47 | 736.63 | humidity | 80 | 43200 | < th | dose dependent | rect. | 20 | 9 |
57 | 737.28 | radiation | 20 | 43200 | > th | dose independent | rect. | 8 | 2 |
63 | 737.67 | wind | 9 | 43200 | < th | dose independent | rect. | 13 | 1 |
64 | 737.68 | radiation | 40 | 43200 | < th | dose independent | rect. | 9 | 3 |
65 | 737.74 | wind | 1 | 43200 | < th | dose dependent | rect. | 24 | 2 |
68 | 738.11 | radiation | 40 | 43200 | > th | dose independent | sin | 10 | NA |
69 | 738.11 | temperature | 30 | 43200 | < th | dose independent | rect. | 2 | 7 |
73 | 738.57 | radiation | 40 | 43200 | < th | dose independent | rect. | 11 | 1 |
81 | 738.88 | temperature | 30 | 43200 | > th | dose independent | rect. | 8 | 1 |
100 | 739.33 | radiation | 20 | 43200 | < th | dose independent | rect. | 9 | 1 |
101 | 739.36 | temperature | 30 | 43200 | < th | dose independent | rect. | 8 | 1 |
126 | 739.81 | humidity | 80 | 43200 | < th | dose dependent | rect. | 1 | 1 |
148 | 740.07 | temperature | 30 | 43200 | > th | dose dependent | rect. | 8 | 1 |
200 | 740.69 | humidity | 80 | 43200 | < th | dose independent | rect. | 20 | 9 |
211 | 741.02 | wind | 9 | 43200 | > th | dose independent | rect. | 13 | 1 |
237 | 741.57 | wind | 1 | 43200 | < th | dose dependent | rect. | 8 | 4 |
298 | 742.26 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 2 |
299 | 742.27 | humidity | 80 | 43200 | > th | dose independent | rect. | 21 | 2 |
364 | 742.77 | humidity | 80 | 43200 | > th | dose independent | rect. | 20 | 10 |
387 | 743.14 | humidity | 80 | 43200 | < th | dose independent | rect. | 21 | 3 |
391 | 743.23 | radiation | 40 | 43200 | < th | dose dependent | rect. | 9 | 1 |
416 | 743.48 | radiation | 30 | 43200 | > th | dose dependent | sin | 8 | NA |
446 | 743.99 | humidity | 80 | 43200 | < th | dose dependent | rect. | 23 | 5 |
479 | 744.28 | radiation | 40 | 43200 | < th | dose independent | rect. | 5 | 8 |
481 | 744.28 | radiation | 40 | 43200 | < th | dose independent | rect. | 17 | 20 |
490 | 744.31 | radiation | 40 | 43200 | < th | dose independent | rect. | 22 | 15 |
491 | 744.31 | radiation | 40 | 43200 | < th | dose independent | rect. | 20 | 17 |
512 | 744.67 | humidity | 80 | 43200 | < th | dose dependent | rect. | 3 | 1 |
551 | 744.95 | wind | 1 | 43200 | < th | dose independent | rect. | 8 | 3 |
563 | 745.13 | wind | 1 | 43200 | > th | dose independent | rect. | 8 | 4 |
572 | 745.17 | radiation | 20 | 43200 | > th | dose independent | sin | 10 | NA |
614 | 745.62 | wind | 7 | 43200 | > th | dose independent | rect. | 15 | 1 |
753 | 746.55 | radiation | 40 | 43200 | < th | dose independent | sin | 6 | NA |
796 | 746.79 | radiation | 40 | 43200 | > th | dose independent | rect. | 9 | 23 |
879 | 747.22 | wind | 7 | 43200 | < th | dose independent | rect. | 15 | 1 |
921 | 747.29 | radiation | 40 | 43200 | < th | dose independent | rect. | 9 | 10 |
927 | 747.30 | radiation | 40 | 43200 | < th | dose independent | rect. | 9 | 17 |
933 | 747.31 | radiation | 40 | 43200 | < th | dose independent | rect. | 9 | 21 |
962 | 747.46 | radiation | 40 | 43200 | > th | dose independent | no | NA | NA |