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Os12g0125200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
185.44 | 0.64 | 3.95 | 1.34 | 0.907 | -0.834 | 0.035 | 2.4 | 0.391 | 22.5 | 24.2 | 179 | 17.7 | 9.33 |
195.5 | 0.651 | 3.97 | 1.26 | 0.96 | -0.855 | 0.162 | -- | 0.344 | 22.2 | 24.1 | 179 | 17.8 | 9.27 |
184.92 | 0.633 | 3.95 | 1.33 | 0.902 | -0.862 | -- | 2.47 | 0.402 | 22.6 | 24.2 | 172 | 18 | 8.97 |
194.58 | 0.65 | 3.96 | 1.12 | 0.889 | -0.711 | -- | -- | 0.281 | 22.4 | 24.15 | 173 | 17.9 | 9.23 |
216.28 | 0.689 | 3.96 | 1.21 | -- | -0.249 | -- | 2.46 | 0.282 | -- | 24.3 | 105 | 18.5 | 8.77 |
212.42 | 0.683 | 4.02 | 0.873 | 0.484 | -- | 0.347 | -- | 0.114 | 21.8 | -- | -- | -- | -- |
212.88 | 0.683 | 4.02 | 0.86 | 0.483 | -- | -- | -- | 0.114 | 21.7 | -- | -- | -- | -- |
219.61 | 0.69 | 4 | 0.899 | -- | -0.548 | -- | -- | 0.2 | -- | 25.6 | 420 | 20 | 11.7 |
216.78 | 0.686 | 3.98 | -- | 0.846 | -0.775 | -- | -- | 0.202 | 22.1 | 25.01 | 184 | 17.9 | 8.94 |
226.74 | 0.704 | 4.01 | 0.865 | -- | -- | -- | -- | 0.113 | -- | -- | -- | -- | -- |
232.38 | 0.713 | 4.04 | -- | 0.485 | -- | -- | -- | 0.0182 | 21.8 | -- | -- | -- | -- |
241.13 | 0.723 | 4.01 | -- | -- | -0.62 | -- | -- | 0.135 | -- | 25.5 | 407 | 20.1 | 11.5 |
246.46 | 0.733 | 4.03 | -- | -- | -- | -- | -- | 0.0174 | -- | -- | -- | -- | -- |
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 | 188.88 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 20 | 8 |
5 | 189.30 | temperature | 25.0 | 270 | > th | dose independent | rect. | 17 | 9 |
14 | 190.33 | temperature | 25.0 | 270 | > th | dose independent | rect. | 17 | 13 |
18 | 191.02 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 18 | 9 |
36 | 192.78 | temperature | 25.0 | 270 | > th | dose independent | sin | 14 | NA |
49 | 193.48 | temperature | 25.0 | 720 | > th | dose independent | rect. | 15 | 6 |
77 | 194.99 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 4 | 7 |
87 | 195.34 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 18 | 12 |
114 | 195.74 | temperature | 25.0 | 30 | < th | dose independent | rect. | 15 | 11 |
118 | 195.79 | radiation | 30.0 | 10 | < th | dose independent | rect. | 3 | 8 |
125 | 195.89 | wind | 1.0 | 10 | > th | dose independent | rect. | 12 | 23 |
131 | 196.04 | wind | 1.0 | 10 | > th | dose independent | rect. | 14 | 21 |
148 | 196.32 | radiation | 30.0 | 10 | < th | dose independent | rect. | 23 | 12 |
158 | 196.44 | temperature | 25.0 | 10 | > th | dose independent | rect. | 2 | 9 |
177 | 196.84 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 6 |
188 | 197.00 | radiation | 40.0 | 10 | < th | dose independent | rect. | 14 | 21 |
205 | 197.26 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 3 | 23 |
212 | 197.39 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 15 | 11 |
218 | 197.43 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 15 | 15 |
225 | 197.49 | temperature | 25.0 | 720 | > th | dose independent | rect. | 11 | 14 |
235 | 197.62 | temperature | 25.0 | 270 | < th | dose independent | rect. | 14 | 16 |
248 | 197.74 | wind | 1.0 | 10 | > th | dose independent | rect. | 14 | 16 |
256 | 197.81 | temperature | 25.0 | 270 | > th | dose independent | rect. | 22 | 2 |
273 | 197.92 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 3 | 8 |
278 | 197.95 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 13 | 1 |
314 | 198.28 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 13 | 22 |
323 | 198.42 | temperature | 25.0 | 720 | > th | dose dependent | sin | 14 | NA |
348 | 198.54 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 3 | 4 |
349 | 198.55 | wind | 1.0 | 10 | > th | dose independent | rect. | 1 | 10 |
353 | 198.57 | wind | 9.0 | 720 | < th | dose independent | rect. | 3 | 8 |
367 | 198.63 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 22 | 2 |
369 | 198.64 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 15 | 9 |
381 | 198.70 | wind | 5.0 | 30 | < th | dose independent | rect. | 3 | 8 |
391 | 198.77 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 11 | 16 |
392 | 198.78 | radiation | 1.0 | 720 | < th | dose independent | rect. | 15 | 9 |
409 | 198.90 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 8 | 3 |
412 | 198.95 | temperature | 25.0 | 720 | > th | dose independent | rect. | 20 | 1 |
414 | 198.95 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 15 | 6 |
415 | 198.99 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 8 |
418 | 198.99 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 4 | 8 |
419 | 198.99 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 12 | 16 |
432 | 199.07 | radiation | 10.0 | 720 | > th | dose independent | rect. | 16 | 1 |
434 | 199.07 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 2 | 1 |
436 | 199.09 | humidity | 60.0 | 30 | > th | dose independent | rect. | 3 | 8 |
443 | 199.10 | wind | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
463 | 199.22 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 3 | 8 |
465 | 199.24 | wind | 1.0 | 10 | > th | dose independent | rect. | 3 | 8 |
475 | 199.29 | wind | 9.0 | 4320 | > th | dose independent | rect. | 13 | 1 |
480 | 199.32 | wind | 9.0 | 4320 | < th | dose independent | rect. | 13 | 1 |
482 | 199.34 | wind | 1.0 | 10 | > th | dose independent | rect. | 23 | 12 |
483 | 199.34 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
487 | 199.37 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 24 | 6 |
492 | 199.38 | humidity | 50.0 | 720 | > th | dose independent | rect. | 3 | 8 |
493 | 199.38 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 1 | 4 |
494 | 199.39 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 1 |
496 | 199.39 | temperature | 20.0 | 720 | > th | dose independent | rect. | 3 | 6 |
498 | 199.41 | temperature | 25.0 | 720 | < th | dose independent | rect. | 15 | 4 |
513 | 199.47 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 18 | 3 |
553 | 199.61 | radiation | 1.0 | 720 | < th | dose independent | rect. | 6 | 18 |
589 | 199.72 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 23 | 1 |
601 | 199.74 | radiation | 20.0 | 10 | < th | dose independent | rect. | 3 | 23 |
602 | 199.75 | wind | 9.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
614 | 199.78 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 7 | 17 |
620 | 199.81 | radiation | 1.0 | 720 | < th | dose independent | rect. | 3 | 21 |
629 | 199.85 | temperature | 30.0 | 30 | < th | dose independent | rect. | 3 | 8 |
650 | 199.93 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
652 | 199.95 | temperature | 25.0 | 10 | < th | dose independent | rect. | 2 | 1 |
658 | 199.97 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 2 | 1 |
662 | 199.97 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 3 | 8 |
668 | 199.99 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
673 | 200.01 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 11 | 23 |
676 | 200.03 | temperature | 25.0 | 270 | < th | dose independent | sin | 16 | NA |
677 | 200.03 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 3 | 8 |
692 | 200.08 | humidity | 90.0 | 10 | > th | dose independent | rect. | 2 | 1 |
698 | 200.10 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 8 |
702 | 200.10 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 8 |
705 | 200.10 | temperature | 10.0 | 30 | > th | dose independent | rect. | 11 | 16 |
711 | 200.12 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
713 | 200.13 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 11 | 16 |
719 | 200.15 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 11 | 16 |
721 | 200.15 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 11 | 16 |
722 | 200.16 | temperature | 10.0 | 720 | > th | dose independent | rect. | 15 | 8 |
723 | 200.16 | temperature | 10.0 | 720 | > th | dose independent | rect. | 23 | 16 |
732 | 200.19 | wind | 9.0 | 30 | < th | dose independent | rect. | 11 | 16 |
740 | 200.22 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
746 | 200.25 | temperature | 15.0 | 10 | > th | dose independent | rect. | 3 | 23 |
748 | 200.25 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
750 | 200.26 | wind | 9.0 | 10 | < th | dose independent | rect. | 2 | 1 |
751 | 200.26 | temperature | 10.0 | 10 | > th | dose independent | rect. | 2 | 1 |
754 | 200.26 | humidity | 50.0 | 10 | > th | dose independent | rect. | 2 | 1 |
758 | 200.26 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 2 | 1 |
760 | 200.26 | radiation | 1.0 | 10 | < th | dose independent | rect. | 2 | 1 |
765 | 200.26 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 2 | 1 |
771 | 200.26 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
776 | 200.26 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 2 | 1 |
779 | 200.27 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 15 | 1 |
782 | 200.28 | wind | 5.0 | 10 | < th | dose independent | rect. | 2 | 1 |
798 | 200.30 | wind | 9.0 | 30 | < th | dose dependent | rect. | 3 | 8 |
802 | 200.31 | radiation | 30.0 | 720 | < th | dose dependent | rect. | 15 | 9 |
854 | 200.39 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 20 | 16 |
866 | 200.39 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 20 | 16 |
875 | 200.42 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 8 |
878 | 200.42 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 8 |
881 | 200.43 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
885 | 200.44 | temperature | 20.0 | 720 | > th | dose independent | rect. | 4 | 3 |
897 | 200.47 | wind | 9.0 | 10 | < th | dose independent | rect. | 3 | 23 |
902 | 200.48 | radiation | 20.0 | 10 | > th | dose independent | rect. | 11 | 23 |
912 | 200.51 | radiation | 1.0 | 720 | > th | dose independent | rect. | 15 | 15 |
916 | 200.51 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
922 | 200.53 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 16 | 1 |
924 | 200.54 | humidity | 70.0 | 720 | > th | dose independent | rect. | 3 | 6 |
931 | 200.55 | radiation | 1.0 | 720 | > th | dose independent | rect. | 15 | 21 |
939 | 200.57 | wind | 9.0 | 30 | < th | dose dependent | rect. | 11 | 16 |
973 | 200.67 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 14 | 21 |
985 | 200.71 | radiation | 30.0 | 10 | < th | dose independent | rect. | 21 | 14 |