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Os09g0462200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Esterase/lipase/thioesterase 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
56.45 | 0.353 | 11.3 | 0.114 | 1.49 | 0.383 | -0.452 | 0.443 | 0.188 | 4.06 | 32.27 | 2580 | -- | -- |
56.48 | 0.35 | 11.4 | 0.0486 | 1.48 | 0.436 | -0.431 | -- | 0.191 | 4.06 | 31.84 | 2590 | -- | -- |
57.03 | 0.352 | 11.3 | 0.101 | 1.49 | 0.388 | -- | 0.334 | 0.191 | 4.09 | 32.35 | 2591 | -- | -- |
57.03 | 0.352 | 11.4 | 0.0548 | 1.49 | 0.427 | -- | -- | 0.191 | 4.09 | 32.28 | 2577 | -- | -- |
172.94 | 0.612 | 11.3 | 0.14 | -- | 0.557 | -- | 0.515 | 0.245 | -- | 29 | 1214 | -- | -- |
63.93 | 0.375 | 11.4 | 0.152 | 1.53 | -- | -0.376 | -- | 0.112 | 3.98 | -- | -- | -- | -- |
64.34 | 0.376 | 11.4 | 0.156 | 1.53 | -- | -- | -- | 0.114 | 4.01 | -- | -- | -- | -- |
173.13 | 0.613 | 11.4 | 0.0496 | -- | 0.615 | -- | -- | 0.23 | -- | 28.9 | 1214 | -- | -- |
57.1 | 0.352 | 11.4 | -- | 1.49 | 0.436 | -- | -- | 0.189 | 4.09 | 32.31 | 2577 | -- | -- |
191.31 | 0.646 | 11.4 | 0.219 | -- | -- | -- | -- | 0.155 | -- | -- | -- | -- | -- |
64.98 | 0.377 | 11.4 | -- | 1.53 | -- | -- | -- | 0.0969 | 4 | -- | -- | -- | -- |
173.19 | 0.613 | 11.4 | -- | -- | 0.622 | -- | -- | 0.225 | -- | 28.84 | 1214 | -- | -- |
192.57 | 0.648 | 11.4 | -- | -- | -- | -- | -- | 0.131 | -- | -- | -- | -- | -- |
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 | 39.49 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 19 |
2 | 39.97 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 5 |
3 | 39.97 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 5 |
5 | 40.10 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 5 |
6 | 40.20 | radiation | 10.0 | 270 | < th | dose independent | rect. | 1 | 5 |
7 | 40.24 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 5 |
8 | 40.27 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
11 | 40.29 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 5 |
12 | 40.29 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 5 |
14 | 40.29 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 5 |
15 | 40.29 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 5 |
18 | 40.29 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 5 |
23 | 40.29 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 19 |
27 | 40.34 | wind | 7.0 | 270 | < th | dose independent | rect. | 17 | 8 |
29 | 40.76 | temperature | 15.0 | 270 | > th | dose independent | rect. | 1 | 16 |
30 | 41.00 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 19 |
34 | 41.14 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
35 | 41.23 | wind | 9.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
38 | 41.36 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 21 |
41 | 41.40 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 19 |
42 | 41.40 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 19 |
43 | 41.44 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 5 |
54 | 41.78 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 18 |
55 | 41.78 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 18 |
58 | 41.80 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 16 |
59 | 41.80 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 16 |
69 | 42.02 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 3 |
70 | 42.02 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 3 |
71 | 42.03 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 2 | 3 |
76 | 42.05 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 6 |
77 | 42.05 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 6 |
78 | 42.05 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 6 |
79 | 42.05 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 18 |
85 | 42.13 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 17 | 8 |
86 | 42.14 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 6 |
87 | 42.14 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 6 |
95 | 42.24 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 6 |
98 | 42.25 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 6 |
99 | 42.25 | radiation | 10.0 | 270 | < th | dose independent | rect. | 17 | 8 |
101 | 42.26 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 8 |
106 | 42.26 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 16 |
110 | 42.32 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 3 |
111 | 42.32 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 3 |
113 | 42.32 | temperature | 30.0 | 270 | < th | dose independent | rect. | 2 | 3 |
114 | 42.32 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 3 |
117 | 42.32 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 3 |
118 | 42.32 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 2 | 3 |
120 | 42.32 | radiation | 1.0 | 270 | < th | dose independent | rect. | 2 | 3 |
125 | 42.32 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 21 |
126 | 42.33 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 2 | 3 |
162 | 42.45 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 8 |
217 | 42.62 | humidity | 60.0 | 90 | > th | dose dependent | rect. | 3 | 6 |
221 | 42.66 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 19 |
231 | 42.78 | wind | 9.0 | 270 | < th | dose dependent | rect. | 2 | 3 |
235 | 42.83 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 8 |
246 | 42.89 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 8 |
248 | 42.89 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 8 |
250 | 42.90 | wind | 7.0 | 10 | < th | dose dependent | rect. | 3 | 6 |
251 | 42.90 | wind | 9.0 | 270 | < th | dose dependent | rect. | 17 | 8 |
262 | 42.95 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 13 |
263 | 42.95 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 12 | 18 |
268 | 42.96 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 16 |
328 | 43.10 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 16 |
339 | 43.16 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 6 |
361 | 43.29 | wind | 9.0 | 270 | < th | dose independent | rect. | 12 | 18 |
394 | 43.44 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 6 | 19 |
417 | 43.53 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 14 |
420 | 43.54 | wind | 1.0 | 270 | > th | dose independent | rect. | 6 | 19 |
434 | 43.59 | radiation | 1.0 | 270 | < th | dose independent | rect. | 8 | 17 |
440 | 43.60 | wind | 3.0 | 30 | < th | dose independent | rect. | 3 | 6 |
497 | 43.72 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 18 | 7 |
517 | 43.77 | temperature | 30.0 | 270 | < th | dose independent | rect. | 18 | 7 |
538 | 43.86 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 5 |
544 | 43.90 | radiation | 20.0 | 90 | < th | dose independent | rect. | 3 | 6 |
548 | 43.91 | temperature | 15.0 | 270 | > th | dose independent | rect. | 11 | 9 |
596 | 43.98 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 19 |
625 | 44.11 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 3 | 6 |
628 | 44.11 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 3 | 6 |
632 | 44.13 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 9 |
634 | 44.13 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 9 |
640 | 44.16 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 11 | 9 |
645 | 44.17 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 18 |
653 | 44.22 | wind | 1.0 | 270 | > th | dose independent | rect. | 6 | 6 |
668 | 44.24 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 19 |
676 | 44.28 | wind | 7.0 | 10 | < th | dose independent | rect. | 3 | 6 |
692 | 44.35 | radiation | 40.0 | 10 | < th | dose independent | rect. | 3 | 6 |
714 | 44.43 | temperature | 10.0 | 10 | > th | dose independent | rect. | 3 | 6 |
716 | 44.43 | temperature | 30.0 | 10 | < th | dose independent | rect. | 3 | 6 |
717 | 44.43 | humidity | 50.0 | 10 | > th | dose independent | rect. | 3 | 6 |
719 | 44.43 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 3 | 6 |
720 | 44.43 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 3 | 6 |
721 | 44.43 | temperature | 10.0 | 10 | > th | dose independent | rect. | 9 | 18 |
760 | 44.51 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 6 |
791 | 44.58 | wind | 1.0 | 270 | > th | dose independent | rect. | 17 | 8 |
806 | 44.63 | temperature | 10.0 | 270 | > th | dose independent | rect. | 20 | 15 |
807 | 44.63 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 20 | 15 |
815 | 44.65 | humidity | 50.0 | 270 | > th | dose independent | rect. | 20 | 15 |
826 | 44.67 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 9 | 18 |
827 | 44.67 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 18 | 7 |
830 | 44.67 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 9 | 18 |
836 | 44.70 | wind | 9.0 | 270 | < th | dose independent | rect. | 20 | 15 |
840 | 44.73 | radiation | 1.0 | 270 | < th | dose independent | sin | 5 | NA |
854 | 44.76 | radiation | 40.0 | 270 | < th | dose independent | rect. | 13 | 17 |
858 | 44.77 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 7 |
898 | 44.86 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 9 | 18 |
933 | 44.99 | radiation | 1.0 | 270 | < th | dose dependent | sin | 4 | NA |
946 | 45.04 | wind | 1.0 | 270 | > th | dose independent | rect. | 11 | 9 |
953 | 45.08 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 20 | 15 |
955 | 45.08 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 20 | 15 |