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Os02g0717100 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
50.62 | 0.334 | 9.98 | 0.364 | 0.204 | 2.35 | 0.504 | -3.96 | -0.0225 | 20.6 | 10.06 | 712 | -- | -- |
60.53 | 0.362 | 9.89 | 1.05 | 0.193 | 2.33 | -0.375 | -- | 0.169 | 21.7 | 11.41 | 674 | -- | -- |
51.08 | 0.333 | 9.97 | 0.433 | 0.206 | 2.39 | -- | -3.56 | -0.00312 | 22.6 | 6.721 | 647 | -- | -- |
60.89 | 0.363 | 9.89 | 1.06 | 0.196 | 2.34 | -- | -- | 0.161 | 23 | 11.17 | 650 | -- | -- |
52.91 | 0.339 | 9.97 | 0.391 | -- | 2.53 | -- | -3.54 | -0.029 | -- | 8.607 | 685 | -- | -- |
127.73 | 0.53 | 9.83 | 1.63 | 0.732 | -- | -0.0574 | -- | 0.518 | 20.7 | -- | -- | -- | -- |
127.74 | 0.529 | 9.83 | 1.64 | 0.732 | -- | -- | -- | 0.518 | 20.6 | -- | -- | -- | -- |
62.68 | 0.369 | 9.89 | 1.02 | -- | 2.47 | -- | -- | 0.139 | -- | 11.94 | 690 | -- | -- |
87.1 | 0.435 | 9.93 | -- | 0.116 | 2.85 | -- | -- | -0.0121 | 1.9 | 13.45 | 681 | -- | -- |
157.99 | 0.587 | 9.81 | 1.63 | -- | -- | -- | -- | 0.512 | -- | -- | -- | -- | -- |
198.22 | 0.659 | 9.87 | -- | 0.728 | -- | -- | -- | 0.336 | 20.8 | -- | -- | -- | -- |
87.37 | 0.435 | 9.93 | -- | -- | 2.85 | -- | -- | -0.0226 | -- | 12.32 | 718 | -- | -- |
228.37 | 0.705 | 9.85 | -- | -- | -- | -- | -- | 0.331 | -- | -- | -- | -- | -- |
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 |
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1 | 48.16 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 23 |
3 | 48.87 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 23 |
18 | 50.38 | temperature | 30 | 720 | < th | dose dependent | rect. | 15 | 21 |
24 | 50.57 | temperature | 15 | 720 | > th | dose dependent | rect. | 17 | 23 |
27 | 50.65 | temperature | 10 | 720 | > th | dose dependent | no | NA | NA |
45 | 51.06 | temperature | 10 | 720 | > th | dose dependent | rect. | 4 | 23 |
54 | 51.33 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 23 |
77 | 51.68 | temperature | 15 | 720 | > th | dose dependent | rect. | 8 | 23 |
87 | 51.92 | temperature | 15 | 720 | > th | dose dependent | rect. | 6 | 23 |
90 | 51.96 | temperature | 30 | 720 | < th | dose dependent | rect. | 24 | 23 |
92 | 52.00 | temperature | 15 | 720 | > th | dose dependent | rect. | 23 | 23 |
118 | 52.76 | temperature | 30 | 720 | < th | dose dependent | no | NA | NA |
120 | 52.78 | temperature | 30 | 720 | < th | dose dependent | rect. | 20 | 23 |
157 | 53.51 | temperature | 30 | 720 | < th | dose dependent | rect. | 7 | 23 |
232 | 55.00 | temperature | 10 | 1440 | > th | dose dependent | rect. | 15 | 15 |
264 | 55.20 | temperature | 30 | 1440 | < th | dose dependent | rect. | 16 | 14 |
278 | 55.24 | temperature | 10 | 1440 | > th | dose dependent | sin | 14 | NA |
340 | 55.47 | temperature | 30 | 1440 | < th | dose dependent | sin | 14 | NA |
378 | 55.59 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 9 |
626 | 56.19 | temperature | 20 | 1440 | > th | dose dependent | rect. | 17 | 5 |