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Os01g0719000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF581 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
218.26 | 0.694 | 7.41 | -2.57 | 2.77 | -1.15 | -0.499 | 2.47 | -1.47 | 6.15 | 80.98 | 841 | -- | -- |
229.06 | 0.705 | 7.39 | -2.38 | 2.83 | -1.11 | 0.18 | -- | -1.43 | 6.12 | 80.32 | 800 | -- | -- |
218.67 | 0.689 | 7.41 | -2.56 | 2.7 | -1.16 | -- | 2.48 | -1.48 | 6.17 | 81 | 882 | -- | -- |
229.16 | 0.705 | 7.39 | -2.38 | 2.83 | -1.1 | -- | -- | -1.43 | 6.11 | 80.51 | 800 | -- | -- |
500.8 | 1.04 | 7.46 | -2.44 | -- | -1.71 | -- | 2.91 | -1.54 | -- | 80.99 | 1277 | -- | -- |
252.6 | 0.745 | 7.4 | -2.33 | 2.42 | -- | -0.355 | -- | -1.38 | 5.47 | -- | -- | -- | -- |
252.9 | 0.745 | 7.4 | -2.33 | 2.41 | -- | -- | -- | -1.38 | 5.49 | -- | -- | -- | -- |
498.83 | 1.04 | 7.43 | -2.19 | -- | 0.734 | -- | -- | -1.3 | -- | 74 | 1289 | -- | -- |
369.63 | 0.895 | 7.36 | -- | 2.27 | -1.3 | -- | -- | -1.22 | 5.72 | 84.26 | 1324 | -- | -- |
556.11 | 1.1 | 7.43 | -2.25 | -- | -- | -- | -- | -1.32 | -- | -- | -- | -- | -- |
395.88 | 0.931 | 7.34 | -- | 2.38 | -- | -- | -- | -1.12 | 5.53 | -- | -- | -- | -- |
624.69 | 1.17 | 7.37 | -- | -- | 0.78 | -- | -- | -1.05 | -- | 74 | 1289 | -- | -- |
689.57 | 1.23 | 7.38 | -- | -- | -- | -- | -- | -1.07 | -- | -- | -- | -- | -- |
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 | 202.49 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 13 | 14 |
11 | 208.31 | radiation | 20.0 | 90 | < th | dose independent | rect. | 13 | 14 |
13 | 209.70 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 15 | 12 |
22 | 210.97 | wind | 9.0 | 90 | < th | dose dependent | rect. | 16 | 11 |
33 | 212.41 | radiation | 20.0 | 90 | < th | dose independent | rect. | 15 | 12 |
76 | 214.92 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 6 | 21 |
77 | 214.97 | humidity | 80.0 | 720 | > th | dose independent | rect. | 19 | 21 |
89 | 215.60 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 4 |
91 | 215.74 | humidity | 80.0 | 720 | < th | dose independent | rect. | 18 | 4 |
97 | 216.08 | humidity | 80.0 | 720 | < th | dose independent | rect. | 18 | 7 |
98 | 216.11 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 19 | 6 |
104 | 216.23 | humidity | 80.0 | 720 | > th | dose independent | rect. | 19 | 7 |
115 | 216.51 | humidity | 80.0 | 720 | < th | dose independent | rect. | 18 | 21 |
148 | 217.48 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 20 | 2 |
171 | 218.13 | humidity | 80.0 | 720 | < th | dose independent | rect. | 20 | 1 |
172 | 218.14 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 13 | 14 |
174 | 218.16 | wind | 3.0 | 90 | < th | dose independent | rect. | 23 | 4 |
186 | 218.41 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 14 |
187 | 218.41 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 14 |
194 | 218.47 | temperature | 20.0 | 270 | > th | dose independent | rect. | 15 | 10 |
196 | 218.49 | humidity | 80.0 | 720 | > th | dose independent | rect. | 12 | 22 |
198 | 218.54 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 6 |
200 | 218.54 | wind | 9.0 | 10 | < th | dose dependent | rect. | 6 | 22 |
204 | 218.61 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 8 |
229 | 218.87 | wind | 5.0 | 90 | < th | dose independent | rect. | 16 | 11 |
232 | 218.90 | humidity | 80.0 | 720 | < th | dose independent | rect. | 11 | 18 |
240 | 218.95 | humidity | 80.0 | 720 | < th | dose independent | sin | 15 | NA |
247 | 219.05 | humidity | 80.0 | 720 | > th | dose independent | rect. | 4 | 23 |
255 | 219.11 | wind | 3.0 | 90 | < th | dose independent | rect. | 21 | 6 |
259 | 219.16 | temperature | 20.0 | 270 | > th | dose independent | rect. | 21 | 4 |
269 | 219.32 | wind | 5.0 | 90 | < th | dose dependent | rect. | 23 | 4 |
277 | 219.39 | humidity | 80.0 | 720 | < th | dose independent | rect. | 9 | 21 |
308 | 219.56 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 10 | 17 |
330 | 219.71 | humidity | 80.0 | 720 | > th | dose independent | sin | 11 | NA |
334 | 219.73 | wind | 9.0 | 90 | < th | dose independent | rect. | 16 | 11 |
341 | 219.79 | radiation | 1.0 | 720 | > th | dose independent | rect. | 6 | 11 |
346 | 219.82 | wind | 5.0 | 90 | < th | dose dependent | rect. | 21 | 6 |
348 | 219.84 | temperature | 25.0 | 270 | < th | dose independent | rect. | 21 | 9 |
349 | 219.85 | humidity | 80.0 | 720 | > th | dose independent | no | NA | NA |
352 | 219.88 | wind | 3.0 | 10 | < th | dose independent | rect. | 16 | 11 |
358 | 219.93 | radiation | 10.0 | 30 | < th | dose independent | rect. | 6 | 21 |
366 | 220.00 | temperature | 10.0 | 90 | > th | dose independent | rect. | 16 | 11 |
367 | 220.00 | radiation | 40.0 | 90 | < th | dose independent | rect. | 16 | 11 |
368 | 220.00 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 13 |
369 | 220.00 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 3 | 13 |
370 | 220.00 | humidity | 80.0 | 720 | > th | dose independent | rect. | 17 | 17 |
377 | 220.02 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 8 | 19 |
382 | 220.04 | humidity | 80.0 | 720 | > th | dose independent | rect. | 23 | 23 |
387 | 220.06 | humidity | 80.0 | 720 | > th | dose independent | rect. | 12 | 15 |
392 | 220.12 | wind | 9.0 | 90 | < th | dose independent | rect. | 3 | 13 |
414 | 220.24 | temperature | 20.0 | 90 | > th | dose independent | rect. | 6 | 21 |
431 | 220.39 | wind | 9.0 | 90 | < th | dose dependent | rect. | 6 | 21 |
433 | 220.41 | radiation | 40.0 | 720 | < th | dose independent | rect. | 13 | 5 |
435 | 220.42 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 17 | 10 |
438 | 220.42 | humidity | 80.0 | 720 | < th | dose independent | rect. | 11 | 23 |
439 | 220.42 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 17 | 10 |
446 | 220.46 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 6 | 21 |
447 | 220.47 | humidity | 80.0 | 720 | > th | dose independent | rect. | 19 | 14 |
449 | 220.47 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 6 | 21 |
494 | 220.73 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 15 | 12 |
496 | 220.77 | humidity | 80.0 | 90 | > th | dose independent | rect. | 23 | 4 |
513 | 220.85 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 9 |
522 | 220.89 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 13 |
527 | 220.91 | radiation | 30.0 | 720 | < th | dose independent | rect. | 15 | 2 |
534 | 220.94 | wind | 3.0 | 10 | < th | dose independent | rect. | 13 | 14 |
546 | 221.00 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 21 | 6 |
559 | 221.05 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 17 | 10 |
593 | 221.22 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 23 | 4 |
594 | 221.23 | humidity | 80.0 | 720 | < th | dose independent | no | NA | NA |
595 | 221.23 | humidity | 80.0 | 720 | > th | dose independent | rect. | 8 | 23 |
605 | 221.26 | temperature | 20.0 | 90 | > th | dose independent | rect. | 23 | 4 |
609 | 221.29 | humidity | 80.0 | 720 | < th | dose independent | rect. | 23 | 23 |
611 | 221.30 | humidity | 80.0 | 720 | < th | dose independent | rect. | 3 | 23 |
629 | 221.36 | humidity | 80.0 | 720 | > th | dose independent | rect. | 2 | 23 |
635 | 221.39 | temperature | 20.0 | 90 | > th | dose independent | rect. | 21 | 6 |
646 | 221.43 | humidity | 80.0 | 720 | < th | dose independent | rect. | 1 | 23 |
650 | 221.44 | humidity | 50.0 | 90 | > th | dose independent | rect. | 17 | 10 |
652 | 221.46 | radiation | 30.0 | 720 | < th | dose independent | rect. | 15 | 10 |
696 | 221.68 | wind | 3.0 | 10 | < th | dose independent | rect. | 21 | 6 |
737 | 221.87 | temperature | 20.0 | 270 | > th | dose independent | rect. | 23 | 1 |
745 | 221.90 | humidity | 80.0 | 90 | > th | dose independent | rect. | 21 | 6 |
794 | 222.17 | wind | 3.0 | 270 | < th | dose independent | rect. | 23 | 1 |
822 | 222.33 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 3 | 3 |
850 | 222.51 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 17 | 10 |
857 | 222.54 | wind | 3.0 | 10 | < th | dose independent | rect. | 6 | 21 |
910 | 222.78 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 4 | 2 |
935 | 222.90 | temperature | 20.0 | 270 | > th | dose independent | rect. | 6 | 19 |
960 | 223.03 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 23 | 4 |
963 | 223.05 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 21 | 6 |
964 | 223.06 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 5 |
981 | 223.18 | temperature | 10.0 | 720 | > th | dose independent | rect. | 3 | 10 |
982 | 223.18 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 3 | 10 |
984 | 223.18 | temperature | 10.0 | 720 | > th | dose independent | rect. | 13 | 14 |
997 | 223.23 | humidity | 80.0 | 720 | > th | dose independent | rect. | 5 | 11 |