Os10g0140300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os10g0140300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112.39 | 0.498 | 2.61 | 0.883 | 0.0525 | -66.4 | -0.551 | 174 | 0.0132 | 12.9 | 46.05 | 175 | -- | -- |
| 124.42 | 0.52 | 3.01 | -0.102 | 0.0125 | 3.74 | -0.673 | -- | 0.0133 | 16.7 | 45.17 | 100 | -- | -- |
| 108.14 | 0.484 | 2.54 | 1.09 | 0.0686 | -69.8 | -- | 183 | -0.000957 | 10.6 | 44.12 | 145 | -- | -- |
| 119.54 | 0.509 | 3.02 | -0.164 | 0.00761 | 4.2 | -- | -- | 0.0113 | 16.4 | 46 | 175 | -- | -- |
| 107.42 | 0.483 | 2.35 | 1.6 | -- | -72.4 | -- | 189 | 0.00917 | -- | 43.15 | 148 | -- | -- |
| 145.18 | 0.565 | 3.02 | 0.00959 | 0.0841 | -- | -0.401 | -- | 0.000294 | 10.7 | -- | -- | -- | -- |
| 145.64 | 0.565 | 3.02 | -0.00431 | 0.104 | -- | -- | -- | 0.000677 | 13.2 | -- | -- | -- | -- |
| 119.52 | 0.509 | 3.02 | -0.17 | -- | 4.23 | -- | -- | 0.0131 | -- | 46 | 175 | -- | -- |
| 120.25 | 0.511 | 3.02 | -- | 0.0113 | 4.28 | -- | -- | 0.0253 | 7.47 | 46.01 | 175 | -- | -- |
| 146.31 | 0.565 | 3.02 | -0.00833 | -- | -- | -- | -- | -0.00144 | -- | -- | -- | -- | -- |
| 145.64 | 0.565 | 3.02 | -- | 0.104 | -- | -- | -- | 0.00116 | 13.2 | -- | -- | -- | -- |
| 120.26 | 0.511 | 3.02 | -- | -- | 4.12 | -- | -- | 0.03 | -- | 46 | 175 | -- | -- |
| 146.31 | 0.565 | 3.02 | -- | -- | -- | -- | -- | -0.000511 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
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Histogram 
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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 | 104.05 | wind | 1 | 30 | < th | dose independent | rect. | 15 | 1 |
| 3 | 104.05 | wind | 1 | 30 | < th | dose dependent | rect. | 15 | 1 |
| 5 | 104.07 | humidity | 50 | 30 | < th | dose dependent | rect. | 15 | 2 |
| 6 | 104.07 | humidity | 50 | 90 | < th | dose dependent | rect. | 14 | 21 |
| 7 | 104.08 | humidity | 50 | 90 | < th | dose independent | rect. | 15 | 2 |
| 106 | 104.13 | humidity | 50 | 10 | < th | dose independent | rect. | 15 | 1 |
| 207 | 105.15 | humidity | 50 | 90 | < th | dose dependent | sin | 12 | NA |
| 214 | 105.99 | humidity | 50 | 90 | < th | dose independent | sin | 12 | NA |
| 216 | 106.44 | humidity | 50 | 90 | > th | dose independent | sin | 12 | NA |
| 331 | 116.92 | temperature | 30 | 30 | > th | dose independent | rect. | 14 | 2 |
| 345 | 119.30 | temperature | 30 | 30 | > th | dose independent | rect. | 14 | 5 |
| 506 | 121.23 | humidity | 50 | 270 | < th | dose independent | rect. | 12 | 23 |
| 610 | 122.28 | humidity | 50 | 270 | < th | dose dependent | sin | 7 | NA |
| 691 | 122.66 | humidity | 50 | 270 | < th | dose dependent | no | NA | NA |
| 931 | 123.48 | humidity | 50 | 270 | < th | dose independent | no | NA | NA |