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Os10g0519600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF791 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22.13 | 0.221 | 10.1 | 0.397 | 0.473 | 0.409 | 0.724 | -1.49 | 0.146 | 23.5 | 29.59 | 3468 | -- | -- |
22.23 | 0.22 | 10.1 | 0.631 | 0.475 | 0.244 | 0.724 | -- | 0.156 | 23.5 | 29.4 | 3449 | -- | -- |
24.38 | 0.23 | 10.1 | 0.397 | 0.469 | 0.398 | -- | -1.31 | 0.147 | 23.6 | 29.75 | 3500 | -- | -- |
24.22 | 0.229 | 10.1 | 0.591 | 0.46 | 0.245 | -- | -- | 0.143 | 23.6 | 29.1 | 2381 | -- | -- |
36.55 | 0.282 | 10.1 | 0.488 | -- | 0.401 | -- | -0.23 | 0.0568 | -- | 24.7 | 2356 | -- | -- |
23.89 | 0.229 | 10.1 | 0.678 | 0.493 | -- | 0.747 | -- | 0.115 | 23.5 | -- | -- | -- | -- |
26.3 | 0.24 | 10.1 | 0.647 | 0.489 | -- | -- | -- | 0.111 | 23.7 | -- | -- | -- | -- |
33.93 | 0.271 | 10.1 | 0.514 | -- | 0.57 | -- | -- | 0.0365 | -- | 24.74 | 929 | -- | -- |
32.61 | 0.266 | 10.1 | -- | 0.446 | 0.377 | -- | -- | 0.041 | 24 | 25.7 | 2277 | -- | -- |
41.34 | 0.3 | 10.1 | 0.661 | -- | -- | -- | -- | 0.117 | -- | -- | -- | -- | -- |
37.34 | 0.286 | 10.1 | -- | 0.497 | -- | -- | -- | 0.0392 | 23.7 | -- | -- | -- | -- |
40.68 | 0.297 | 10.1 | -- | -- | 0.627 | -- | -- | -0.00731 | -- | 24.39 | 939 | -- | -- |
52.87 | 0.339 | 10.1 | -- | -- | -- | -- | -- | 0.0437 | -- | -- | -- | -- | -- |
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 | 20.29 | temperature | 20 | 720 | > th | dose dependent | rect. | 17 | 3 |
32 | 20.95 | temperature | 15 | 270 | > th | dose dependent | rect. | 17 | 11 |
41 | 21.03 | temperature | 30 | 720 | < th | dose dependent | rect. | 16 | 3 |
50 | 21.05 | temperature | 15 | 90 | > th | dose dependent | rect. | 19 | 10 |
54 | 21.09 | temperature | 30 | 720 | < th | dose dependent | rect. | 15 | 6 |
77 | 21.19 | temperature | 30 | 720 | < th | dose independent | rect. | 16 | 16 |
101 | 21.25 | humidity | 70 | 720 | < th | dose independent | rect. | 17 | 16 |
102 | 21.25 | humidity | 70 | 720 | > th | dose independent | rect. | 16 | 17 |
108 | 21.26 | humidity | 70 | 720 | < th | dose independent | sin | 11 | NA |
116 | 21.27 | temperature | 20 | 90 | > th | dose independent | rect. | 19 | 10 |
129 | 21.31 | humidity | 70 | 720 | > th | dose independent | sin | 11 | NA |
130 | 21.31 | temperature | 20 | 720 | > th | dose independent | rect. | 17 | 4 |
134 | 21.32 | temperature | 30 | 720 | < th | dose independent | rect. | 16 | 9 |
148 | 21.34 | temperature | 20 | 10 | > th | dose independent | rect. | 19 | 11 |
219 | 21.46 | temperature | 30 | 720 | < th | dose independent | rect. | 16 | 1 |
220 | 21.46 | temperature | 20 | 270 | > th | dose independent | rect. | 17 | 11 |
237 | 21.48 | temperature | 25 | 720 | > th | dose independent | rect. | 19 | 1 |
238 | 21.48 | humidity | 70 | 720 | < th | dose independent | rect. | 17 | 3 |
269 | 21.51 | humidity | 70 | 720 | > th | dose independent | rect. | 16 | 8 |
299 | 21.54 | temperature | 30 | 270 | < th | dose dependent | rect. | 14 | 17 |
300 | 21.55 | temperature | 30 | 720 | > th | dose independent | rect. | 17 | 1 |
321 | 21.56 | temperature | 30 | 720 | < th | dose independent | sin | 12 | NA |
352 | 21.58 | radiation | 1 | 720 | > th | dose dependent | rect. | 18 | 1 |
372 | 21.60 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 3 |
388 | 21.60 | temperature | 20 | 720 | > th | dose dependent | sin | 17 | NA |
398 | 21.61 | temperature | 25 | 720 | > th | dose dependent | sin | 14 | NA |
415 | 21.62 | temperature | 20 | 720 | > th | dose independent | rect. | 11 | 9 |
436 | 21.63 | temperature | 30 | 720 | < th | dose independent | rect. | 14 | 5 |
449 | 21.64 | temperature | 30 | 720 | > th | dose independent | sin | 13 | NA |
487 | 21.67 | radiation | 1 | 720 | > th | dose independent | rect. | 18 | 11 |
489 | 21.67 | humidity | 70 | 720 | > th | dose independent | rect. | 5 | 19 |
518 | 21.69 | radiation | 1 | 720 | > th | dose independent | rect. | 18 | 1 |
603 | 21.74 | wind | 1 | 43200 | < th | dose dependent | rect. | 19 | 2 |
643 | 21.75 | temperature | 10 | 270 | > th | dose dependent | sin | 14 | NA |
679 | 21.77 | humidity | 80 | 43200 | < th | dose independent | rect. | 22 | 1 |
681 | 21.77 | temperature | 20 | 720 | > th | dose independent | rect. | 5 | 4 |
687 | 21.77 | humidity | 80 | 720 | < th | dose dependent | rect. | 17 | 1 |
703 | 21.78 | radiation | 30 | 720 | < th | dose independent | rect. | 15 | 17 |
715 | 21.79 | temperature | 20 | 720 | > th | dose independent | rect. | 6 | 2 |
730 | 21.80 | humidity | 80 | 43200 | > th | dose independent | rect. | 22 | 1 |
736 | 21.80 | radiation | 10 | 10 | < th | dose independent | rect. | 4 | 16 |
737 | 21.80 | wind | 5 | 43200 | < th | dose independent | rect. | 16 | 17 |
758 | 21.81 | wind | 5 | 43200 | < th | dose independent | rect. | 17 | 14 |
782 | 21.82 | wind | 5 | 43200 | > th | dose independent | rect. | 16 | 17 |
804 | 21.83 | humidity | 70 | 720 | < th | dose dependent | rect. | 19 | 1 |
824 | 21.83 | wind | 3 | 43200 | > th | dose dependent | rect. | 17 | 15 |
833 | 21.84 | wind | 5 | 43200 | > th | dose independent | rect. | 15 | 19 |
852 | 21.85 | wind | 5 | 43200 | < th | dose independent | sin | 12 | NA |
862 | 21.85 | wind | 5 | 43200 | < th | dose independent | rect. | 17 | 22 |
863 | 21.85 | wind | 5 | 43200 | < th | dose independent | rect. | 15 | 23 |
896 | 21.86 | wind | 5 | 43200 | > th | dose independent | rect. | 17 | 14 |
903 | 21.86 | wind | 5 | 43200 | > th | dose independent | rect. | 21 | 22 |
906 | 21.86 | wind | 5 | 43200 | < th | dose independent | rect. | 21 | 22 |
907 | 21.86 | wind | 5 | 43200 | > th | dose independent | rect. | 17 | 23 |
924 | 21.87 | temperature | 20 | 720 | > th | dose independent | rect. | 9 | 12 |
932 | 21.87 | wind | 5 | 43200 | > th | dose independent | rect. | 15 | 23 |
935 | 21.87 | wind | 5 | 43200 | > th | dose dependent | sin | 13 | NA |
944 | 21.87 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 18 |
945 | 21.87 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 20 |
946 | 21.87 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 23 |
958 | 21.88 | wind | 5 | 43200 | > th | dose independent | rect. | 13 | 22 |
969 | 21.88 | temperature | 30 | 270 | < th | dose dependent | sin | 14 | NA |
982 | 21.89 | wind | 5 | 43200 | > th | dose independent | sin | 12 | NA |
983 | 21.89 | wind | 5 | 43200 | > th | dose independent | no | NA | NA |
985 | 21.89 | wind | 5 | 43200 | < th | dose independent | no | NA | NA |