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Os03g0824600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : UDP-glucuronosyl/UDP-glucosyltransferase 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
186.26 | 0.641 | 12 | -1.25 | 1.88 | 2.18 | 0.569 | -7.29 | -1.34 | 19.5 | 26.26 | 695 | -- | -- |
195.42 | 0.651 | 12 | -0.227 | 1.97 | 1.5 | -0.242 | -- | -1.17 | 19.5 | 25.8 | 677 | -- | -- |
186.67 | 0.636 | 12 | -1.2 | 1.89 | 2.21 | -- | -7.24 | -1.28 | 19.6 | 26.62 | 694 | -- | -- |
195.24 | 0.651 | 11.9 | -0.248 | 1.98 | 1.47 | -- | -- | -1.14 | 19.5 | 26 | 684 | -- | -- |
308.24 | 0.818 | 12 | -1.45 | -- | 3.47 | -- | -6.44 | -1.55 | -- | 25.2 | 600 | -- | -- |
237.09 | 0.722 | 11.9 | 0.0416 | 2.54 | -- | 0.432 | -- | -1.08 | 19.5 | -- | -- | -- | -- |
237.61 | 0.722 | 11.9 | 0.0316 | 2.54 | -- | -- | -- | -1.08 | 19.5 | -- | -- | -- | -- |
329.38 | 0.845 | 11.9 | -0.548 | -- | 2.97 | -- | -- | -1.34 | -- | 25 | 581 | -- | -- |
196.81 | 0.653 | 11.9 | -- | 2 | 1.41 | -- | -- | -1.1 | 19.5 | 26.1 | 676 | -- | -- |
582.39 | 1.13 | 11.9 | -0.00802 | -- | -- | -- | -- | -1.12 | -- | -- | -- | -- | -- |
237.63 | 0.721 | 11.9 | -- | 2.54 | -- | -- | -- | -1.08 | 19.5 | -- | -- | -- | -- |
337.08 | 0.855 | 11.9 | -- | -- | 2.89 | -- | -- | -1.26 | -- | 25.02 | 577 | -- | -- |
582.39 | 1.13 | 11.9 | -- | -- | -- | -- | -- | -1.12 | -- | -- | -- | -- | -- |
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 | 177.34 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 13 | 8 |
4 | 178.52 | temperature | 25.0 | 270 | < th | dose independent | rect. | 24 | 7 |
11 | 179.99 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 16 | 7 |
13 | 180.11 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 16 | 9 |
28 | 181.28 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 16 | 7 |
34 | 181.65 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 16 | 9 |
49 | 182.30 | temperature | 25.0 | 90 | > th | dose dependent | sin | 13 | NA |
56 | 182.73 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 16 | 14 |
75 | 183.39 | temperature | 25.0 | 270 | > th | dose dependent | sin | 16 | NA |
93 | 184.07 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 14 | 16 |
101 | 184.41 | radiation | 1.0 | 270 | < th | dose independent | rect. | 16 | 10 |
107 | 184.67 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 16 | 10 |
123 | 185.28 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 17 |
128 | 185.48 | humidity | 50.0 | 270 | > th | dose independent | rect. | 4 | 23 |
134 | 185.70 | temperature | 25.0 | 10 | > th | dose independent | rect. | 16 | 5 |
137 | 185.84 | radiation | 1.0 | 270 | > th | dose independent | sin | 15 | NA |
147 | 186.06 | radiation | 1.0 | 270 | < th | dose dependent | sin | 15 | NA |
150 | 186.14 | radiation | 1.0 | 270 | < th | dose independent | sin | 15 | NA |
168 | 186.57 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 16 | 2 |
170 | 186.61 | temperature | 25.0 | 270 | > th | dose independent | rect. | 14 | 6 |
238 | 187.89 | humidity | 90.0 | 270 | < th | dose independent | rect. | 13 | 6 |
242 | 187.95 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 9 | 12 |
262 | 188.29 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 17 | 10 |
304 | 188.73 | wind | 7.0 | 270 | < th | dose independent | rect. | 14 | 16 |
326 | 189.03 | temperature | 25.0 | 720 | > th | dose dependent | sin | 21 | NA |
357 | 189.28 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 16 | 23 |
367 | 189.39 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 14 | 9 |
385 | 189.57 | wind | 7.0 | 270 | < th | dose independent | rect. | 13 | 6 |
396 | 189.68 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 9 |
415 | 189.84 | humidity | 70.0 | 270 | > th | dose independent | rect. | 17 | 8 |
422 | 189.90 | wind | 1.0 | 270 | > th | dose independent | rect. | 13 | 6 |
424 | 189.91 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 17 |
425 | 189.92 | radiation | 1.0 | 270 | > th | dose independent | rect. | 14 | 15 |
432 | 189.98 | radiation | 1.0 | 270 | > th | dose independent | rect. | 14 | 5 |
473 | 190.11 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 13 | 23 |
517 | 190.41 | temperature | 25.0 | 720 | > th | dose dependent | no | NA | NA |
520 | 190.43 | temperature | 25.0 | 270 | < th | dose independent | rect. | 3 | 1 |
568 | 190.86 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 18 |
570 | 190.86 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 18 |
571 | 190.89 | radiation | 1.0 | 270 | < th | dose independent | rect. | 6 | 19 |
601 | 191.13 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 19 | 23 |
632 | 191.41 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 16 |
633 | 191.41 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 16 |
646 | 191.54 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 19 | 8 |
659 | 191.64 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 7 | 18 |
666 | 191.70 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 21 |
677 | 191.79 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 18 |
748 | 192.36 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 16 | 2 |
762 | 192.43 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 16 | 14 |
797 | 192.60 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 6 |
799 | 192.60 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 6 |
802 | 192.63 | temperature | 25.0 | 30 | < th | dose independent | rect. | 17 | 10 |
809 | 192.71 | wind | 9.0 | 43200 | < th | dose independent | rect. | 9 | 5 |
825 | 192.82 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 14 | 5 |
836 | 192.90 | wind | 9.0 | 43200 | > th | dose independent | rect. | 9 | 5 |
849 | 192.92 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
859 | 192.99 | wind | 7.0 | 270 | < th | dose independent | rect. | 24 | 19 |
862 | 193.00 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 17 | 7 |
865 | 193.04 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
897 | 193.34 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 18 |
898 | 193.34 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 18 |
904 | 193.38 | temperature | 25.0 | 10 | > th | dose independent | rect. | 14 | 9 |
926 | 193.47 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 9 | 15 |
942 | 193.65 | temperature | 10.0 | 30 | > th | dose independent | rect. | 21 | 6 |
943 | 193.65 | temperature | 30.0 | 30 | < th | dose independent | rect. | 21 | 6 |
944 | 193.65 | humidity | 50.0 | 30 | > th | dose independent | rect. | 21 | 6 |
947 | 193.65 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 21 | 6 |
948 | 193.65 | radiation | 1.0 | 30 | < th | dose independent | rect. | 21 | 6 |
953 | 193.65 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 18 |
955 | 193.65 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 18 |
957 | 193.65 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 21 | 6 |
978 | 193.84 | wind | 9.0 | 43200 | < th | dose independent | rect. | 2 | 12 |
993 | 193.91 | wind | 9.0 | 30 | < th | dose independent | rect. | 21 | 6 |