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Os11g0184500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description :
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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 = precipitation,
response mode = > th, dose dependency = dose independent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
104.11 | 0.479 | 3.07 | 0.00309 | 0.111 | 3.13 | 0.0891 | 7.19 | -0.000364 | 7.77 | 1 | 1 | 1 | 1 |
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
131.36 | 0.537 | 3.07 | 0.0273 | 0.114 | -- | 0.317 | -- | -0.00838 | 5.55 | -- | -- | -- | -- |
131.55 | 0.537 | 3.07 | 0.0293 | 0.121 | -- | -- | -- | -0.00942 | 6.52 | -- | -- | -- | -- |
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
132.31 | 0.537 | 3.07 | 0.0323 | -- | -- | -- | -- | -0.00693 | -- | -- | -- | -- | -- |
131.57 | 0.537 | 3.07 | -- | 0.121 | -- | -- | -- | -0.0127 | 6.51 | -- | -- | -- | -- |
-- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
132.34 | 0.537 | 3.07 | -- | -- | -- | -- | -- | -0.0105 | -- | -- | -- | -- | -- |
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 | 104.11 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 1 | 1 |
11 | 104.11 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 1 | 1 |
27 | 107.07 | wind | 1.0 | 90 | < th | dose dependent | rect. | 24 | 1 |
30 | 110.16 | wind | 1.0 | 90 | < th | dose independent | rect. | 24 | 2 |
76 | 120.90 | wind | 1.0 | 270 | < th | dose dependent | rect. | 22 | 4 |
90 | 121.60 | wind | 1.0 | 270 | < th | dose dependent | rect. | 16 | 10 |
112 | 122.26 | wind | 1.0 | 270 | < th | dose dependent | sin | 14 | NA |
132 | 123.04 | wind | 1.0 | 270 | < th | dose dependent | rect. | 22 | 9 |
145 | 123.23 | wind | 1.0 | 270 | < th | dose dependent | rect. | 15 | 16 |
158 | 123.40 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
174 | 123.55 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
188 | 123.66 | temperature | 20.0 | 30 | > th | dose independent | rect. | 2 | 1 |
189 | 123.67 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 2 | 1 |
197 | 123.71 | wind | 9.0 | 30 | < th | dose independent | rect. | 2 | 1 |
198 | 123.71 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
200 | 123.71 | temperature | 30.0 | 30 | < th | dose independent | rect. | 2 | 1 |
201 | 123.71 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
206 | 123.71 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
208 | 123.71 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
213 | 123.71 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
214 | 123.71 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
215 | 123.71 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
220 | 123.71 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
222 | 123.71 | wind | 1.0 | 270 | < th | dose dependent | rect. | 10 | 21 |
223 | 123.73 | wind | 5.0 | 30 | < th | dose independent | rect. | 2 | 1 |
235 | 123.82 | wind | 1.0 | 270 | < th | dose independent | rect. | 16 | 10 |
236 | 123.83 | wind | 1.0 | 10 | > th | dose independent | rect. | 21 | 23 |
239 | 123.85 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
245 | 123.93 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
256 | 124.08 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
270 | 124.21 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
295 | 124.38 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 24 | 1 |
312 | 124.54 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
325 | 124.77 | wind | 1.0 | 270 | < th | dose independent | sin | 13 | NA |
333 | 124.85 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
334 | 124.85 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
337 | 124.85 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
341 | 124.85 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
350 | 124.85 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
351 | 124.85 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
372 | 124.85 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
375 | 124.85 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
397 | 124.98 | wind | 1.0 | 270 | < th | dose independent | rect. | 22 | 9 |
403 | 125.11 | wind | 1.0 | 270 | < th | dose dependent | rect. | 6 | 20 |
416 | 125.18 | wind | 1.0 | 270 | < th | dose independent | rect. | 15 | 16 |
428 | 125.28 | wind | 1.0 | 270 | < th | dose dependent | rect. | 22 | 15 |
440 | 125.33 | wind | 1.0 | 270 | < th | dose dependent | rect. | 6 | 23 |
447 | 125.37 | wind | 1.0 | 270 | < th | dose dependent | rect. | 14 | 23 |
470 | 125.44 | wind | 1.0 | 270 | < th | dose dependent | rect. | 21 | 22 |
507 | 125.56 | wind | 1.0 | 10 | < th | dose independent | rect. | 8 | 1 |
511 | 125.56 | wind | 1.0 | 10 | < th | dose dependent | rect. | 8 | 1 |
520 | 125.58 | wind | 1.0 | 270 | > th | dose independent | sin | 13 | NA |
536 | 125.63 | wind | 1.0 | 270 | < th | dose dependent | no | NA | NA |
564 | 125.72 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
600 | 125.85 | wind | 1.0 | 270 | < th | dose independent | rect. | 5 | 21 |
610 | 125.90 | wind | 9.0 | 30 | < th | dose independent | rect. | 21 | 23 |
616 | 125.92 | temperature | 30.0 | 30 | < th | dose independent | rect. | 21 | 23 |
620 | 125.95 | wind | 1.0 | 270 | < th | dose independent | rect. | 11 | 20 |
625 | 125.97 | temperature | 30.0 | 30 | < th | dose independent | rect. | 3 | 23 |
634 | 126.03 | wind | 1.0 | 10 | < th | dose independent | rect. | 8 | 19 |
701 | 126.26 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
702 | 126.27 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 21 | 1 |
704 | 126.28 | humidity | 90.0 | 30 | < th | dose independent | rect. | 20 | 1 |
713 | 126.30 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
716 | 126.30 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
720 | 126.30 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
726 | 126.30 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
727 | 126.30 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
747 | 126.30 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 22 | 23 |
750 | 126.31 | temperature | 20.0 | 30 | > th | dose independent | rect. | 20 | 1 |
752 | 126.31 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 20 | 1 |
753 | 126.31 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
755 | 126.32 | wind | 3.0 | 30 | > th | dose independent | rect. | 20 | 1 |
756 | 126.32 | wind | 5.0 | 30 | < th | dose independent | rect. | 20 | 1 |
759 | 126.32 | wind | 1.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
760 | 126.32 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
763 | 126.32 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
771 | 126.33 | temperature | 10.0 | 30 | > th | dose independent | rect. | 20 | 1 |
773 | 126.33 | temperature | 30.0 | 30 | < th | dose independent | rect. | 20 | 1 |
774 | 126.33 | humidity | 50.0 | 30 | > th | dose independent | rect. | 20 | 1 |
777 | 126.33 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 20 | 1 |
779 | 126.33 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 20 | 1 |
781 | 126.33 | radiation | 1.0 | 30 | < th | dose independent | rect. | 20 | 1 |
786 | 126.33 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 20 | 1 |
789 | 126.33 | temperature | 10.0 | 30 | > th | dose independent | rect. | 21 | 23 |
790 | 126.33 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
798 | 126.33 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 20 | 1 |
803 | 126.34 | wind | 1.0 | 270 | > th | dose independent | rect. | 8 | 23 |
804 | 126.34 | wind | 9.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
807 | 126.35 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
808 | 126.35 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
815 | 126.36 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
816 | 126.36 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 21 | 23 |
843 | 126.42 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
865 | 126.49 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 24 | 2 |
869 | 126.49 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 24 | 2 |
890 | 126.51 | wind | 1.0 | 270 | < th | dose independent | rect. | 22 | 14 |
922 | 126.57 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 21 | 23 |
927 | 126.57 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 21 | 23 |
947 | 126.64 | wind | 1.0 | 270 | < th | dose independent | rect. | 15 | 22 |
989 | 126.72 | wind | 1.0 | 270 | < th | dose independent | rect. | 21 | 22 |