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Os04g0507700 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
64.24 | 0.377 | 3.05 | -0.091 | 0.342 | 0.238 | -1.53 | -1.2 | 0.0692 | 9.68 | 0.03999 | 8 | -- | -- |
66.17 | 0.382 | 3.07 | -0.197 | 0.176 | 0.0639 | -0.556 | -- | 0.0406 | 6.88 | 0.03999 | 8 | -- | -- |
66.29 | 0.379 | 3.06 | -0.162 | 0.282 | 0.184 | -- | -0.166 | 0.0601 | 9.26 | 0.04793 | 4 | -- | -- |
66.43 | 0.38 | 3.05 | -0.183 | 0.29 | 0.186 | -- | -- | 0.065 | 9.44 | 0.05984 | 4 | -- | -- |
68.21 | 0.387 | 3.07 | -0.213 | -- | 0.00529 | -- | -0.232 | 0.0408 | -- | 45.55 | 10 | -- | -- |
66.39 | 0.382 | 3.07 | -0.206 | 0.147 | -- | -0.617 | -- | 0.0353 | 5.89 | -- | -- | -- | -- |
67.3 | 0.384 | 3.07 | -0.21 | 0.145 | -- | -- | -- | 0.038 | 6.37 | -- | -- | -- | -- |
67.82 | 0.384 | 3.08 | -0.292 | -- | 0.0867 | -- | -- | 0.011 | -- | 7.723 | 616 | -- | -- |
67.4 | 0.382 | 3.06 | -- | 0.283 | 0.188 | -- | -- | 0.068 | 9.57 | 0.05995 | 5 | -- | -- |
68.39 | 0.386 | 3.07 | -0.206 | -- | -- | -- | -- | 0.0411 | -- | -- | -- | -- | -- |
68.46 | 0.387 | 3.06 | -- | 0.142 | -- | -- | -- | 0.0614 | 6.45 | -- | -- | -- | -- |
68.56 | 0.386 | 3.07 | -- | -- | 0.157 | -- | -- | 0.0706 | -- | 11.09 | 639 | -- | -- |
69.51 | 0.389 | 3.07 | -- | -- | -- | -- | -- | 0.064 | -- | -- | -- | -- | -- |
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 | 51.33 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 1 |
2 | 52.76 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 2 |
5 | 54.31 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 2 | 2 |
17 | 56.33 | temperature | 20.0 | 10 | < th | dose independent | rect. | 4 | 1 |
19 | 56.42 | wind | 3.0 | 30 | < th | dose independent | rect. | 2 | 2 |
28 | 56.99 | temperature | 20.0 | 90 | > th | dose independent | rect. | 2 | 1 |
30 | 57.17 | wind | 1.0 | 90 | > th | dose independent | rect. | 2 | 1 |
39 | 57.97 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
42 | 58.05 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 23 |
45 | 58.06 | temperature | 10.0 | 90 | > th | dose independent | rect. | 2 | 1 |
47 | 58.06 | temperature | 30.0 | 90 | < th | dose independent | rect. | 2 | 1 |
48 | 58.06 | humidity | 50.0 | 90 | > th | dose independent | rect. | 2 | 1 |
52 | 58.06 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 2 | 1 |
54 | 58.06 | radiation | 1.0 | 90 | < th | dose independent | rect. | 2 | 1 |
59 | 58.06 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 2 | 1 |
60 | 58.06 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 23 |
61 | 58.06 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
66 | 58.06 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 2 | 1 |
70 | 58.12 | wind | 9.0 | 30 | < th | dose dependent | rect. | 2 | 2 |
72 | 58.14 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 2 | 2 |
73 | 58.14 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 2 | 2 |
77 | 58.26 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 4 | 22 |
79 | 58.30 | humidity | 80.0 | 10 | > th | dose independent | rect. | 2 | 2 |
81 | 58.32 | temperature | 10.0 | 10 | > th | dose independent | rect. | 2 | 2 |
83 | 58.32 | temperature | 30.0 | 10 | < th | dose independent | rect. | 2 | 2 |
84 | 58.32 | humidity | 50.0 | 10 | > th | dose independent | rect. | 2 | 2 |
87 | 58.32 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 2 | 2 |
88 | 58.32 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 2 | 2 |
90 | 58.32 | radiation | 1.0 | 10 | < th | dose independent | rect. | 2 | 2 |
95 | 58.32 | temperature | 10.0 | 10 | > th | dose independent | rect. | 4 | 22 |
96 | 58.32 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 2 | 2 |
101 | 58.33 | wind | 9.0 | 10 | < th | dose independent | rect. | 4 | 22 |
130 | 58.44 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 4 | 22 |
131 | 58.44 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 4 | 22 |
144 | 58.55 | humidity | 90.0 | 270 | < th | dose independent | rect. | 24 | 3 |
148 | 58.67 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 2 | 2 |
155 | 58.82 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 2 |
156 | 58.82 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 2 |
159 | 58.82 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 2 |
163 | 58.82 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 2 |
172 | 58.82 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 2 |
173 | 58.82 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 3 | 2 |
185 | 58.82 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 22 |
188 | 58.83 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 2 | 1 |
190 | 58.85 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 2 | 2 |
193 | 58.93 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 24 | 1 |
194 | 59.02 | humidity | 50.0 | 30 | > th | dose independent | rect. | 4 | 22 |
196 | 59.03 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 2 | 2 |
205 | 59.23 | wind | 3.0 | 270 | > th | dose independent | rect. | 24 | 1 |
232 | 59.77 | temperature | 30.0 | 30 | < th | dose independent | rect. | 4 | 22 |
235 | 59.81 | wind | 1.0 | 30 | > th | dose independent | rect. | 4 | 22 |
272 | 60.08 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 4 | 22 |
290 | 60.40 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
321 | 60.67 | wind | 1.0 | 270 | > th | dose dependent | rect. | 24 | 1 |
492 | 61.26 | wind | 1.0 | 90 | > th | dose dependent | rect. | 2 | 1 |
519 | 61.53 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 2 | 2 |
542 | 61.63 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 4 | 22 |
630 | 62.01 | wind | 9.0 | 30 | < th | dose dependent | rect. | 4 | 22 |
632 | 62.02 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 2 | 6 |
707 | 62.27 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 15 | 13 |
710 | 62.29 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
731 | 62.34 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 9 | 19 |
778 | 62.38 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 4 | 1 |
797 | 62.39 | wind | 9.0 | 30 | < th | dose dependent | rect. | 16 | 12 |
809 | 62.42 | radiation | 1.0 | 10 | < th | dose independent | rect. | 2 | 6 |
830 | 62.45 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 3 | 1 |
851 | 62.46 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |