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Os02g0189300 |
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 = temperature,
response mode = < th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
324.47 | 0.846 | 3.8 | 1.08 | 0.213 | 1.34 | -0.667 | -2.47 | 0.00474 | 1.83 | 24.9 | 3187 | -- | -- |
324.96 | 0.84 | 3.85 | 0.695 | 0.237 | 1.19 | -0.634 | -- | -0.0577 | 2.17 | 21.5 | 3898 | -- | -- |
325.94 | 0.841 | 3.8 | 1.09 | 0.22 | 1.32 | -- | -2.29 | 0.0217 | 2.51 | 24.8 | 3154 | -- | -- |
326.36 | 0.841 | 3.85 | 0.716 | 0.228 | 1.18 | -- | -- | -0.0623 | 2.66 | 21.6 | 3901 | -- | -- |
328.72 | 0.844 | 3.79 | 1.09 | -- | 1.3 | -- | -2.3 | 0.0221 | -- | 24.81 | 3188 | -- | -- |
361.56 | 0.891 | 3.94 | 0.0157 | 0.173 | -- | -0.606 | -- | -0.47 | 2.47 | -- | -- | -- | -- |
362.79 | 0.892 | 3.94 | 0.0314 | 0.18 | -- | -- | -- | -0.467 | 3.36 | -- | -- | -- | -- |
325.53 | 0.84 | 3.86 | 0.732 | -- | 1.18 | -- | -- | -0.0986 | -- | 22.1 | 1870 | -- | -- |
325.75 | 0.841 | 3.88 | -- | 0.196 | 0.938 | -- | -- | -0.171 | 1.83 | 22.43 | 1928 | -- | -- |
364.62 | 0.892 | 3.94 | 0.039 | -- | -- | -- | -- | -0.462 | -- | -- | -- | -- | -- |
362.81 | 0.891 | 3.94 | -- | 0.181 | -- | -- | -- | -0.471 | 3.36 | -- | -- | -- | -- |
327.81 | 0.843 | 3.88 | -- | -- | 0.92 | -- | -- | -0.174 | -- | 22.44 | 1868 | -- | -- |
364.66 | 0.891 | 3.94 | -- | -- | -- | -- | -- | -0.467 | -- | -- | -- | -- | -- |
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 | 310.53 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 3 |
2 | 312.10 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 3 |
3 | 312.69 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 12 |
4 | 312.80 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 3 |
9 | 315.99 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 7 |
13 | 316.49 | temperature | 20 | 1440 | > th | dose dependent | rect. | 5 | 1 |
24 | 317.57 | wind | 1 | 43200 | < th | dose dependent | rect. | 19 | 2 |
52 | 319.60 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 2 |
59 | 319.84 | temperature | 20 | 4320 | < th | dose independent | rect. | 20 | 3 |
65 | 319.97 | temperature | 20 | 4320 | > th | dose independent | rect. | 20 | 4 |
90 | 320.67 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 12 |
100 | 320.86 | temperature | 20 | 1440 | > th | dose dependent | sin | 10 | NA |
114 | 321.21 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 7 |
117 | 321.24 | temperature | 25 | 1440 | < th | dose dependent | rect. | 4 | 1 |
120 | 321.33 | temperature | 20 | 4320 | > th | dose dependent | rect. | 21 | 1 |
123 | 321.42 | radiation | 20 | 43200 | > th | dose independent | rect. | 7 | 1 |
145 | 321.60 | radiation | 10 | 43200 | < th | dose independent | rect. | 8 | 1 |
147 | 321.64 | radiation | 1 | 4320 | < th | dose dependent | rect. | 1 | 4 |
150 | 321.69 | temperature | 25 | 4320 | < th | dose dependent | rect. | 21 | 1 |
155 | 321.82 | radiation | 10 | 43200 | > th | dose dependent | rect. | 7 | 1 |
156 | 321.82 | radiation | 40 | 43200 | > th | dose dependent | rect. | 9 | 1 |
172 | 321.94 | humidity | 90 | 43200 | > th | dose dependent | rect. | 5 | 1 |
195 | 322.03 | radiation | 10 | 43200 | > th | dose dependent | rect. | 7 | 3 |
233 | 322.22 | radiation | 30 | 43200 | < th | dose dependent | rect. | 7 | 1 |
236 | 322.23 | temperature | 25 | 1440 | < th | dose dependent | rect. | 17 | 5 |
273 | 322.31 | humidity | 90 | 43200 | > th | dose independent | rect. | 5 | 1 |
300 | 322.42 | temperature | 20 | 90 | > th | dose dependent | rect. | 11 | 23 |
301 | 322.43 | radiation | 20 | 43200 | < th | dose independent | rect. | 4 | 8 |
304 | 322.44 | radiation | 20 | 43200 | < th | dose independent | rect. | 6 | 6 |
355 | 322.51 | radiation | 40 | 43200 | > th | dose independent | rect. | 9 | 1 |
362 | 322.53 | radiation | 20 | 43200 | < th | dose independent | sin | 8 | NA |
367 | 322.55 | radiation | 40 | 43200 | < th | dose independent | rect. | 9 | 1 |
394 | 322.63 | temperature | 20 | 10 | > th | dose dependent | rect. | 22 | 22 |
494 | 322.77 | radiation | 10 | 43200 | > th | dose dependent | sin | 9 | NA |
567 | 322.84 | temperature | 20 | 10 | > th | dose dependent | rect. | 4 | 16 |
581 | 322.85 | temperature | 25 | 1440 | < th | dose dependent | rect. | 17 | 14 |
699 | 323.00 | radiation | 20 | 43200 | < th | dose independent | rect. | 11 | 1 |
740 | 323.03 | radiation | 1 | 4320 | < th | dose dependent | rect. | 17 | 11 |
748 | 323.05 | wind | 5 | 43200 | > th | dose independent | rect. | 13 | 8 |
760 | 323.08 | temperature | 20 | 1440 | < th | dose independent | rect. | 4 | 2 |
771 | 323.08 | radiation | 1 | 4320 | < th | dose dependent | rect. | 17 | 9 |
798 | 323.12 | temperature | 25 | 1440 | < th | dose independent | rect. | 17 | 3 |
890 | 323.19 | radiation | 40 | 43200 | < th | dose dependent | rect. | 19 | 15 |
916 | 323.22 | radiation | 1 | 4320 | < th | dose dependent | rect. | 17 | 2 |
960 | 323.27 | wind | 5 | 43200 | > th | dose independent | rect. | 11 | 10 |
968 | 323.29 | wind | 5 | 43200 | > th | dose independent | rect. | 13 | 2 |
977 | 323.31 | wind | 5 | 43200 | > th | dose dependent | rect. | 14 | 1 |