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Os02g0658200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Zinc finger, FYVE/PHD-type 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 = radiation,
response mode = < th, dose dependency = dose dependent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
215.27 | 0.689 | 5.22 | 0.038 | 5.03 | -2.97 | -0.456 | -0.077 | -0.188 | 10.7 | 4.588 | 60 | 20.2 | -- |
215.26 | 0.683 | 5.22 | 0.0374 | 5.03 | -2.96 | -0.458 | -- | -0.184 | 10.7 | 4.499 | 60 | 20.1 | -- |
216.1 | 0.685 | 5.22 | 0.0256 | 5.03 | -2.97 | -- | 0.0275 | -0.189 | 10.7 | 4.495 | 60 | 20.1 | -- |
216.1 | 0.685 | 5.22 | 0.0186 | 5.03 | -2.97 | -- | -- | -0.189 | 10.7 | 4.491 | 60 | 20.1 | -- |
360.92 | 0.89 | 5.33 | -0.0554 | -- | -4.93 | -- | 0.454 | -0.118 | -- | 22.15 | 9 | 6.47 | -- |
350.12 | 0.877 | 5.2 | -0.000824 | 5.29 | -- | -0.376 | -- | -0.041 | 11.5 | -- | -- | -- | -- |
350.73 | 0.877 | 5.2 | -0.016 | 5.29 | -- | -- | -- | -0.0425 | 11.5 | -- | -- | -- | -- |
344.58 | 0.865 | 5.32 | -0.0308 | -- | -5.15 | -- | -- | -0.0752 | -- | 69.87 | 2 | 6.54 | -- |
216.11 | 0.685 | 5.22 | -- | 5.03 | -2.97 | -- | -- | -0.19 | 10.7 | 4.473 | 60 | 20.1 | -- |
2108.05 | 2.15 | 5.33 | -0.157 | -- | -- | -- | -- | -0.0983 | -- | -- | -- | -- | -- |
350.74 | 0.876 | 5.2 | -- | 5.29 | -- | -- | -- | -0.0407 | 11.5 | -- | -- | -- | -- |
344.6 | 0.865 | 5.32 | -- | -- | -5.15 | -- | -- | -0.0717 | -- | 70.05 | 2 | 6.54 | -- |
2108.7 | 2.14 | 5.32 | -- | -- | -- | -- | -- | -0.0809 | -- | -- | -- | -- | -- |
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 | 228.85 | radiation | 10.0 | 30 | < th | dose dependent | sin | 3 | NA |
2 | 228.91 | radiation | 1.0 | 90 | > th | dose independent | sin | 2 | NA |
3 | 229.02 | radiation | 1.0 | 90 | < th | dose independent | sin | 2 | NA |
7 | 233.15 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 1 | 16 |
11 | 236.90 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 18 |
69 | 249.28 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 2 | 16 |
95 | 251.04 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 10 | 22 |
103 | 251.21 | radiation | 1.0 | 270 | < th | dose independent | rect. | 22 | 21 |
127 | 252.05 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 2 | 14 |
167 | 254.09 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 13 | 17 |
201 | 255.41 | radiation | 10.0 | 30 | < th | dose dependent | no | NA | NA |
203 | 255.45 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 15 | 23 |
274 | 257.36 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 7 | 23 |
428 | 261.46 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 17 | 23 |
450 | 262.06 | humidity | 80.0 | 10 | > th | dose dependent | sin | 3 | NA |
511 | 263.44 | humidity | 80.0 | 10 | > th | dose independent | rect. | 1 | 17 |
520 | 263.61 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 22 |
521 | 263.61 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 22 |
526 | 263.74 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 20 |
527 | 263.74 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 20 |
566 | 264.59 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 11 |
608 | 265.20 | radiation | 1.0 | 90 | > th | dose independent | rect. | 18 | 22 |
651 | 265.65 | humidity | 80.0 | 270 | > th | dose independent | rect. | 24 | 4 |
660 | 265.83 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 4 |
663 | 265.85 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 4 |
665 | 265.85 | temperature | 30.0 | 270 | < th | dose independent | rect. | 24 | 4 |
666 | 265.85 | humidity | 50.0 | 270 | > th | dose independent | rect. | 24 | 4 |
669 | 265.85 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 4 |
676 | 265.85 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 20 |
688 | 265.90 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 4 |
713 | 266.24 | temperature | 15.0 | 90 | > th | dose independent | rect. | 6 | 19 |
746 | 266.79 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 24 | 23 |
750 | 266.85 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 21 | 23 |
774 | 267.25 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 6 | 19 |
775 | 267.25 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 6 | 19 |
785 | 267.39 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 20 |
795 | 267.46 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 24 | 4 |
820 | 267.82 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 2 |
822 | 267.82 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 2 |
823 | 267.82 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 2 |
826 | 267.82 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 2 |
827 | 267.82 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 2 |
829 | 267.82 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 2 |
834 | 267.82 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 22 |
835 | 267.82 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 2 |
843 | 267.91 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 2 |
848 | 268.01 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 4 |
849 | 268.01 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 4 |
861 | 268.14 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 2 |
862 | 268.14 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 2 |
898 | 268.56 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 19 | 14 |
900 | 268.56 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 19 | 14 |
988 | 269.44 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 2 |
1000 | 269.65 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 24 | 4 |