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Os05g0539500 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23.23 | 0.226 | 10.9 | -0.16 | 0.175 | 0.359 | -0.372 | 1.58 | 0.0748 | 22.2 | 29.68 | 1710 | -- | -- |
23.68 | 0.227 | 10.9 | 0.157 | 0.186 | 0.532 | -0.326 | -- | 0.0855 | 22.4 | 29.7 | 1708 | -- | -- |
23.73 | 0.227 | 10.9 | -0.155 | 0.182 | 0.372 | -- | 1.6 | 0.0787 | 22.1 | 29.59 | 1748 | -- | -- |
23.89 | 0.228 | 10.9 | 0.172 | 0.152 | 0.547 | -- | -- | 0.129 | 22.5 | 29.69 | 6026 | -- | -- |
25.33 | 0.234 | 10.9 | -0.155 | -- | 0.376 | -- | 1.21 | 0.0779 | -- | 29.6 | 5998 | -- | -- |
33.71 | 0.272 | 10.9 | 0.00656 | 0.148 | -- | -0.419 | -- | 0.14 | 22.4 | -- | -- | -- | -- |
34.43 | 0.275 | 10.9 | 0.0231 | 0.15 | -- | -- | -- | 0.141 | 22.6 | -- | -- | -- | -- |
25.12 | 0.233 | 10.9 | 0.188 | -- | 0.496 | -- | -- | 0.147 | -- | 29.7 | 5937 | -- | -- |
24.44 | 0.23 | 10.9 | -- | 0.159 | 0.453 | -- | -- | 0.118 | 22.9 | 29.6 | 5975 | -- | -- |
35.8 | 0.28 | 10.9 | 0.0259 | -- | -- | -- | -- | 0.141 | -- | -- | -- | -- | -- |
34.44 | 0.275 | 10.9 | -- | 0.15 | -- | -- | -- | 0.138 | 22.6 | -- | -- | -- | -- |
25.87 | 0.237 | 10.9 | -- | -- | 0.445 | -- | -- | 0.11 | -- | 29.73 | 5943 | -- | -- |
35.82 | 0.279 | 10.9 | -- | -- | -- | -- | -- | 0.138 | -- | -- | -- | -- | -- |
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 | 22.46 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 15 | 1 |
2 | 22.48 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 14 | 2 |
6 | 22.56 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
10 | 22.67 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 14 | 9 |
74 | 22.80 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 6 | 2 |
77 | 22.83 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 17 | 2 |
82 | 22.88 | temperature | 30.0 | 14400 | < th | dose independent | sin | 13 | NA |
83 | 22.88 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
99 | 22.90 | temperature | 30.0 | 14400 | > th | dose independent | sin | 13 | NA |
125 | 22.92 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 17 | 3 |
138 | 22.97 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 17 | 3 |
148 | 23.00 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 17 | 7 |
248 | 23.07 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
261 | 23.07 | humidity | 60.0 | 14400 | > th | dose dependent | rect. | 18 | 1 |
262 | 23.07 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 17 | 2 |
334 | 23.10 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 14 | 4 |
363 | 23.11 | temperature | 30.0 | 14400 | > th | dose dependent | sin | 13 | NA |
375 | 23.12 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 15 | 1 |
504 | 23.17 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
515 | 23.18 | wind | 5.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
554 | 23.19 | temperature | 30.0 | 14400 | > th | dose independent | no | NA | NA |
582 | 23.19 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 7 | 15 |
706 | 23.20 | temperature | 30.0 | 14400 | < th | dose independent | no | NA | NA |
707 | 23.20 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 18 | 1 |
829 | 23.22 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 17 | 23 |
938 | 23.25 | temperature | 20.0 | 14400 | > th | dose dependent | sin | 20 | NA |
951 | 23.26 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 2 |
992 | 23.27 | temperature | 20.0 | 14400 | > th | dose dependent | rect. | 10 | 1 |