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Os06g0188100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF250 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22.81 | 0.224 | 9.45 | 0.164 | 0.742 | -0.331 | 0.0378 | 0.117 | 0.0517 | 4.37 | 80 | 783 | -- | -- |
22.84 | 0.223 | 9.45 | 0.172 | 0.742 | -0.328 | 0.0403 | -- | 0.0518 | 4.37 | 80 | 783 | -- | -- |
22.81 | 0.222 | 9.45 | 0.164 | 0.742 | -0.331 | -- | 0.12 | 0.0513 | 4.38 | 80 | 783 | -- | -- |
22.84 | 0.223 | 9.45 | 0.173 | 0.743 | -0.329 | -- | -- | 0.0531 | 4.37 | 80 | 783 | -- | -- |
37.79 | 0.288 | 9.45 | 0.245 | -- | 0.349 | -- | 0.0448 | 0.0711 | -- | 79 | 1142 | -- | -- |
25.02 | 0.234 | 9.45 | 0.188 | 0.685 | -- | 0.0386 | -- | 0.0665 | 3.44 | -- | -- | -- | -- |
25.02 | 0.234 | 9.45 | 0.187 | 0.685 | -- | -- | -- | 0.0663 | 3.44 | -- | -- | -- | -- |
37.8 | 0.288 | 9.45 | 0.247 | -- | 0.349 | -- | -- | 0.0715 | -- | 79 | 1142 | -- | -- |
23.54 | 0.226 | 9.45 | -- | 0.751 | -0.356 | -- | -- | 0.0419 | 4.42 | 78.98 | 793 | -- | -- |
51.34 | 0.335 | 9.45 | 0.216 | -- | -- | -- | -- | 0.0844 | -- | -- | -- | -- | -- |
25.95 | 0.238 | 9.45 | -- | 0.689 | -- | -- | -- | 0.0454 | 3.44 | -- | -- | -- | -- |
36.84 | 0.283 | 9.46 | -- | -- | 0.419 | -- | -- | 0.0465 | -- | 72 | 59 | -- | -- |
52.57 | 0.338 | 9.45 | -- | -- | -- | -- | -- | 0.0604 | -- | -- | -- | -- | -- |
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 | 21.12 | temperature | 25.0 | 270 | < th | dose independent | rect. | 24 | 9 |
6 | 21.37 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 24 | 12 |
8 | 21.41 | temperature | 25.0 | 270 | > th | dose independent | rect. | 23 | 11 |
15 | 21.56 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 6 | 6 |
23 | 21.67 | humidity | 80.0 | 720 | > th | dose independent | rect. | 12 | 15 |
29 | 21.73 | humidity | 80.0 | 720 | > th | dose independent | rect. | 14 | 13 |
36 | 21.76 | radiation | 20.0 | 30 | > th | dose independent | rect. | 15 | 21 |
38 | 21.77 | humidity | 80.0 | 720 | < th | dose independent | rect. | 11 | 20 |
40 | 21.78 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 8 |
50 | 21.82 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 6 |
51 | 21.82 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 13 | 11 |
58 | 21.84 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 4 | 8 |
64 | 21.86 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 8 |
65 | 21.86 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 12 |
112 | 22.00 | temperature | 25.0 | 270 | < th | dose independent | sin | 7 | NA |
117 | 22.01 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 14 |
120 | 22.02 | humidity | 80.0 | 720 | > th | dose independent | rect. | 12 | 19 |
129 | 22.04 | temperature | 25.0 | 30 | > th | dose dependent | sin | 5 | NA |
130 | 22.05 | humidity | 80.0 | 720 | > th | dose independent | sin | 15 | NA |
184 | 22.12 | radiation | 20.0 | 30 | > th | dose independent | rect. | 7 | 5 |
215 | 22.15 | humidity | 80.0 | 720 | < th | dose independent | sin | 15 | NA |
255 | 22.21 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 18 | 12 |
261 | 22.22 | temperature | 25.0 | 30 | > th | dose independent | rect. | 4 | 8 |
270 | 22.23 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 18 | 9 |
273 | 22.24 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 4 | 16 |
275 | 22.24 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 4 | 20 |
297 | 22.26 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 7 | 20 |
298 | 22.26 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 15 | 21 |
302 | 22.27 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 6 | 6 |
306 | 22.28 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 13 | 7 |
310 | 22.28 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 19 | 3 |
311 | 22.28 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 14 | 13 |
315 | 22.29 | temperature | 25.0 | 270 | > th | dose independent | sin | 7 | NA |
322 | 22.29 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 6 |
331 | 22.30 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 21 | 1 |
334 | 22.30 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 12 | 15 |
344 | 22.31 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 15 | 21 |
356 | 22.32 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 15 | 7 |
365 | 22.32 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 17 | 19 |
408 | 22.35 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 12 | 8 |
422 | 22.36 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 16 | 2 |
430 | 22.36 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 12 | 11 |
440 | 22.37 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 14 |
463 | 22.38 | humidity | 80.0 | 720 | < th | dose independent | rect. | 16 | 15 |
480 | 22.40 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
513 | 22.41 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 6 | 6 |
549 | 22.43 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 13 |
555 | 22.43 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 14 | 5 |
558 | 22.43 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 11 |
570 | 22.44 | humidity | 80.0 | 720 | < th | dose independent | rect. | 16 | 12 |
583 | 22.44 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 24 | 8 |
595 | 22.45 | humidity | 60.0 | 10 | > th | dose independent | rect. | 12 | 11 |
604 | 22.45 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 1 | 12 |
626 | 22.47 | humidity | 80.0 | 720 | < th | dose independent | rect. | 18 | 13 |
637 | 22.47 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 18 | 6 |
651 | 22.48 | humidity | 80.0 | 720 | < th | dose independent | rect. | 18 | 9 |
710 | 22.50 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 12 | 1 |
713 | 22.50 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 17 | 9 |
724 | 22.51 | temperature | 15.0 | 720 | > th | dose independent | rect. | 18 | 5 |
725 | 22.51 | humidity | 90.0 | 30 | > th | dose independent | rect. | 19 | 8 |
727 | 22.51 | temperature | 25.0 | 720 | < th | dose independent | rect. | 6 | 10 |
734 | 22.51 | wind | 7.0 | 30 | < th | dose independent | rect. | 23 | 13 |
751 | 22.52 | temperature | 25.0 | 270 | > th | dose independent | rect. | 6 | 4 |
752 | 22.52 | temperature | 25.0 | 270 | > th | dose independent | rect. | 4 | 6 |
753 | 22.52 | humidity | 80.0 | 720 | < th | dose independent | rect. | 18 | 7 |
755 | 22.52 | temperature | 20.0 | 90 | > th | dose independent | rect. | 12 | 11 |
759 | 22.52 | radiation | 20.0 | 30 | < th | dose independent | rect. | 3 | 11 |
764 | 22.52 | temperature | 30.0 | 30 | < th | dose dependent | sin | 3 | NA |
778 | 22.53 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
825 | 22.54 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 15 | 2 |
857 | 22.55 | humidity | 60.0 | 10 | > th | dose independent | rect. | 12 | 20 |
860 | 22.55 | radiation | 1.0 | 270 | > th | dose dependent | sin | 9 | NA |
861 | 22.55 | wind | 3.0 | 720 | > th | dose dependent | rect. | 11 | 2 |
931 | 22.57 | humidity | 80.0 | 720 | > th | dose independent | rect. | 6 | 21 |
934 | 22.57 | humidity | 70.0 | 720 | > th | dose dependent | sin | 16 | NA |
935 | 22.57 | radiation | 1.0 | 90 | > th | dose dependent | sin | 6 | NA |
964 | 22.58 | temperature | 25.0 | 30 | > th | dose independent | rect. | 7 | 5 |
987 | 22.58 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 15 | 12 |
996 | 22.59 | radiation | 1.0 | 720 | < th | dose independent | rect. | 13 | 2 |
1000 | 22.59 | wind | 5.0 | 270 | < th | dose independent | rect. | 6 | 19 |