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Os03g0215200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Drooping leaf 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
89.78 | 0.445 | 13.5 | -0.927 | 2.36 | 0.962 | 1.1 | -4.59 | -1.2 | 19.6 | 25.39 | 818 | -- | -- |
96.41 | 0.457 | 13.4 | -0.409 | 2.6 | 0.51 | 0.774 | -- | -1.15 | 19.6 | 20.48 | 24122 | -- | -- |
91.95 | 0.447 | 13.5 | -1.15 | 2.4 | 1.09 | -- | -5.45 | -1.15 | 19.5 | 26.5 | 942 | -- | -- |
97.29 | 0.459 | 13.5 | -0.52 | 2.6 | 0.502 | -- | -- | -1.23 | 19.7 | 16.93 | 29785 | -- | -- |
276.45 | 0.774 | 13.5 | -1.37 | -- | 2.9 | -- | -4.97 | -1.48 | -- | 24.46 | 600 | -- | -- |
101.04 | 0.471 | 13.4 | -0.0139 | 2.6 | -- | 0.709 | -- | -0.978 | 19.7 | -- | -- | -- | -- |
102.46 | 0.474 | 13.4 | -0.0317 | 2.6 | -- | -- | -- | -0.977 | 19.7 | -- | -- | -- | -- |
289.41 | 0.792 | 13.4 | -0.529 | -- | 2.47 | -- | -- | -1.25 | -- | 24.4 | 577 | -- | -- |
98.83 | 0.463 | 13.4 | -- | 2.57 | 0.432 | -- | -- | -1.04 | 19.7 | 8.142 | 1839 | -- | -- |
466.07 | 1.01 | 13.3 | -0.0664 | -- | -- | -- | -- | -1.02 | -- | -- | -- | -- | -- |
102.49 | 0.474 | 13.4 | -- | 2.6 | -- | -- | -- | -0.974 | 19.7 | -- | -- | -- | -- |
296.73 | 0.802 | 13.4 | -- | -- | 2.39 | -- | -- | -1.17 | -- | 24.5 | 577 | -- | -- |
466.19 | 1.01 | 13.3 | -- | -- | -- | -- | -- | -1.01 | -- | -- | -- | -- | -- |
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 | 81.51 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 11 | 23 |
2 | 81.51 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 16 | 15 |
5 | 82.01 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 16 | 13 |
7 | 82.36 | radiation | 20.0 | 10 | > th | dose independent | rect. | 10 | 1 |
8 | 82.38 | wind | 9.0 | 30 | < th | dose independent | rect. | 11 | 23 |
12 | 82.50 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
13 | 82.51 | radiation | 10.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
16 | 82.53 | temperature | 25.0 | 10 | > th | dose independent | rect. | 10 | 1 |
22 | 82.59 | humidity | 80.0 | 10 | < th | dose independent | rect. | 10 | 1 |
26 | 82.63 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
28 | 82.65 | wind | 1.0 | 30 | < th | dose independent | rect. | 10 | 1 |
29 | 82.65 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
33 | 82.65 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
36 | 82.65 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 11 | 1 |
37 | 82.65 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 12 | 23 |
40 | 82.65 | wind | 1.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
41 | 82.65 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 11 | 1 |
44 | 82.67 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
46 | 82.68 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 10 | 1 |
48 | 82.69 | temperature | 30.0 | 30 | < th | dose independent | rect. | 10 | 1 |
51 | 82.70 | wind | 9.0 | 30 | < th | dose independent | rect. | 10 | 1 |
52 | 82.70 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 10 | 1 |
53 | 82.71 | wind | 1.0 | 30 | > th | dose independent | rect. | 10 | 1 |
54 | 82.71 | temperature | 10.0 | 30 | > th | dose independent | rect. | 10 | 1 |
57 | 82.71 | humidity | 50.0 | 30 | > th | dose independent | rect. | 10 | 1 |
62 | 82.71 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 10 | 1 |
63 | 82.71 | temperature | 10.0 | 30 | > th | dose independent | rect. | 11 | 23 |
64 | 82.71 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 11 | 23 |
65 | 82.71 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
66 | 82.71 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 10 | 1 |
68 | 82.71 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 11 | 23 |
69 | 82.72 | wind | 1.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
76 | 82.74 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 2 | 9 |
77 | 82.75 | wind | 9.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
78 | 82.75 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
79 | 82.75 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 4 | 7 |
80 | 82.76 | wind | 5.0 | 30 | < th | dose independent | rect. | 10 | 1 |
90 | 82.78 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 14 | 14 |
98 | 82.84 | radiation | 40.0 | 30 | < th | dose independent | rect. | 10 | 1 |
99 | 82.84 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
109 | 82.95 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 8 | 3 |
130 | 83.14 | temperature | 20.0 | 90 | > th | dose dependent | sin | 14 | NA |
134 | 83.18 | temperature | 25.0 | 270 | < th | dose independent | rect. | 16 | 7 |
139 | 83.21 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
164 | 83.64 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 15 | 8 |
166 | 83.66 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 11 | 23 |
302 | 85.52 | temperature | 25.0 | 270 | > th | dose independent | rect. | 5 | 5 |
309 | 85.60 | temperature | 25.0 | 270 | < th | dose independent | rect. | 19 | 2 |
311 | 85.62 | temperature | 25.0 | 270 | > th | dose independent | rect. | 2 | 9 |
318 | 85.68 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 19 | 5 |
355 | 86.03 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 16 | 1 |
384 | 86.25 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 17 | 9 |
397 | 86.33 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 19 | 3 |
405 | 86.42 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 19 | 7 |
412 | 86.47 | radiation | 20.0 | 30 | > th | dose independent | rect. | 8 | 3 |
437 | 86.60 | temperature | 25.0 | 30 | > th | dose independent | rect. | 16 | 15 |
486 | 86.84 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 11 | 23 |
502 | 86.93 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 16 | 5 |
504 | 86.94 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 11 | 10 |
522 | 87.01 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 14 | 7 |
547 | 87.15 | temperature | 25.0 | 90 | > th | dose dependent | sin | 6 | NA |
563 | 87.25 | temperature | 25.0 | 270 | > th | dose independent | rect. | 14 | 11 |
589 | 87.38 | temperature | 30.0 | 270 | < th | dose dependent | sin | 17 | NA |
606 | 87.46 | temperature | 25.0 | 720 | > th | dose independent | rect. | 16 | 5 |
643 | 87.59 | temperature | 25.0 | 30 | > th | dose independent | rect. | 16 | 9 |
646 | 87.60 | radiation | 20.0 | 30 | > th | dose independent | rect. | 12 | 23 |
713 | 87.78 | temperature | 25.0 | 90 | > th | dose independent | rect. | 16 | 13 |
733 | 87.85 | temperature | 30.0 | 90 | < th | dose dependent | sin | 15 | NA |
846 | 88.15 | temperature | 20.0 | 270 | > th | dose independent | rect. | 13 | 15 |
882 | 88.20 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 21 | 3 |
956 | 88.47 | temperature | 25.0 | 270 | < th | dose independent | rect. | 24 | 10 |