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Os06g0725200 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
807.81 | 1.34 | 5.97 | -10.9 | 0.352 | 1.73 | 1.23 | 11.1 | -1.79 | 4.95 | 1.279 | 17344 | -- | -- |
838.32 | 1.35 | 5.37 | -8.92 | 0.102 | 1.68 | 0.799 | -- | -0.782 | 5.75 | 120.2 | 22717 | -- | -- |
804.83 | 1.32 | 5.98 | -10.8 | 0.272 | 1.67 | -- | 11.1 | -1.78 | 5.09 | 1.342 | 21797 | -- | -- |
833.16 | 1.34 | 5.43 | -8.8 | 0.273 | 1.88 | -- | -- | -0.697 | 5.44 | 123.2 | 23197 | -- | -- |
798.65 | 1.32 | 5.98 | -10.7 | -- | 1.77 | -- | 12.2 | -1.76 | -- | 1.567 | 25116 | -- | -- |
947.61 | 1.44 | 5.57 | -8.33 | 0.297 | -- | 1.15 | -- | -1.32 | 4.8 | -- | -- | -- | -- |
951.03 | 1.44 | 5.57 | -8.34 | 0.304 | -- | -- | -- | -1.33 | 4.69 | -- | -- | -- | -- |
833.68 | 1.34 | 5.37 | -8.38 | -- | 1.81 | -- | -- | -0.566 | -- | 15.98 | 23424 | -- | -- |
2751.81 | 2.44 | 5.3 | -- | 0.19 | 0.869 | -- | -- | -0.139 | 6.4 | 164 | 12878 | -- | -- |
955.95 | 1.44 | 5.57 | -8.32 | -- | -- | -- | -- | -1.32 | -- | -- | -- | -- | -- |
2782.37 | 2.47 | 5.36 | -- | 0.162 | -- | -- | -- | -0.402 | 6.13 | -- | -- | -- | -- |
2695.67 | 2.42 | 5.36 | -- | -- | 1.67 | -- | -- | 0.209 | -- | 14.76 | 20516 | -- | -- |
2783.74 | 2.46 | 5.37 | -- | -- | -- | -- | -- | -0.399 | -- | -- | -- | -- | -- |
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 | 785.99 | temperature | 20 | 43200 | > th | dose dependent | rect. | 10 | 1 |
40 | 787.92 | temperature | 30 | 43200 | < th | dose dependent | rect. | 10 | 1 |
50 | 788.09 | temperature | 25 | 43200 | > th | dose independent | rect. | 9 | 2 |
64 | 788.25 | temperature | 25 | 43200 | < th | dose independent | rect. | 9 | 2 |
126 | 788.79 | temperature | 25 | 43200 | < th | dose independent | rect. | 8 | 4 |
153 | 788.96 | temperature | 25 | 43200 | > th | dose independent | rect. | 8 | 4 |
168 | 789.02 | temperature | 20 | 43200 | > th | dose dependent | sin | 2 | NA |
241 | 789.39 | temperature | 25 | 43200 | < th | dose independent | rect. | 6 | 8 |
275 | 789.49 | temperature | 25 | 43200 | < th | dose independent | rect. | 7 | 6 |
296 | 789.57 | temperature | 25 | 43200 | > th | dose independent | rect. | 6 | 8 |
319 | 789.64 | temperature | 25 | 43200 | > th | dose independent | rect. | 7 | 6 |
567 | 790.21 | temperature | 20 | 43200 | > th | dose independent | rect. | 4 | 1 |
629 | 790.29 | temperature | 15 | 43200 | > th | dose dependent | no | NA | NA |
665 | 790.35 | radiation | 1 | 14400 | < th | dose dependent | rect. | 20 | 10 |
676 | 790.36 | temperature | 15 | 43200 | > th | dose dependent | rect. | 13 | 23 |
744 | 790.48 | temperature | 25 | 43200 | < th | dose independent | sin | 1 | NA |
779 | 790.54 | temperature | 20 | 43200 | < th | dose independent | rect. | 4 | 1 |
868 | 790.71 | radiation | 1 | 14400 | < th | dose dependent | rect. | 4 | 2 |
885 | 790.74 | temperature | 25 | 43200 | > th | dose independent | sin | 1 | NA |