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Os11g0639000 |
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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15.69 | 0.186 | 10.7 | -0.503 | 0.257 | -0.116 | -0.256 | 1.24 | -2.65 | 4.16 | 0.3875 | 2874 | -- | -- |
15.83 | 0.185 | 10.7 | -0.565 | 0.258 | 0.203 | -0.249 | -- | -2.65 | 4.07 | 0.5001 | 2640 | -- | -- |
15.86 | 0.185 | 10.7 | -0.485 | 0.257 | -0.142 | -- | 1.28 | -2.65 | 4.16 | 0.4496 | 2752 | -- | -- |
16.02 | 0.186 | 10.7 | -0.564 | 0.257 | 0.202 | -- | -- | -2.65 | 4.12 | 0.5 | 2599 | -- | -- |
19.37 | 0.205 | 10.7 | -0.427 | -- | -0.259 | -- | 1.77 | -2.65 | -- | 0.4346 | 2596 | -- | -- |
16.62 | 0.191 | 10.7 | -0.505 | 0.264 | -- | -0.22 | -- | -2.66 | 4.07 | -- | -- | -- | -- |
16.76 | 0.192 | 10.7 | -0.502 | 0.262 | -- | -- | -- | -2.66 | 4.06 | -- | -- | -- | -- |
19.62 | 0.206 | 10.7 | -0.558 | -- | 0.223 | -- | -- | -2.64 | -- | 0.5 | 2576 | -- | -- |
22.97 | 0.223 | 10.7 | -- | 0.268 | -0.27 | -- | -- | -2.61 | 3.86 | 1.4 | 660 | -- | -- |
20.51 | 0.212 | 10.7 | -0.492 | -- | -- | -- | -- | -2.65 | -- | -- | -- | -- | -- |
23.41 | 0.226 | 10.7 | -- | 0.253 | -- | -- | -- | -2.61 | 4.09 | -- | -- | -- | -- |
26.35 | 0.239 | 10.7 | -- | -- | -0.174 | -- | -- | -2.61 | -- | 2.5 | 4330 | -- | -- |
26.89 | 0.242 | 10.7 | -- | -- | -- | -- | -- | -2.6 | -- | -- | -- | -- | -- |
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 | 14.96 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
3 | 15.12 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
4 | 15.12 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
5 | 15.12 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 5 | 22 |
6 | 15.15 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 2 | 1 |
7 | 15.15 | atmosphere | 1000.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
10 | 15.16 | wind | 5.0 | 30 | < th | dose independent | rect. | 2 | 1 |
16 | 15.17 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
18 | 15.17 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 1 |
20 | 15.17 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
24 | 15.17 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
26 | 15.17 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
31 | 15.17 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
32 | 15.17 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
33 | 15.17 | wind | 7.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
35 | 15.17 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
40 | 15.17 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
45 | 15.17 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
54 | 15.20 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
55 | 15.21 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
61 | 15.21 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
105 | 15.29 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 6 | 17 |
114 | 15.36 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
115 | 15.36 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
118 | 15.36 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
122 | 15.36 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
131 | 15.36 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
132 | 15.36 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
152 | 15.36 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
153 | 15.36 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
157 | 15.36 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
170 | 15.36 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 6 | 15 |
172 | 15.37 | humidity | 80.0 | 10 | > th | dose independent | rect. | 6 | 15 |
179 | 15.38 | radiation | 10.0 | 90 | < th | dose independent | rect. | 5 | 22 |
182 | 15.39 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 3 |
191 | 15.41 | radiation | 30.0 | 43200 | < th | dose dependent | rect. | 23 | 1 |
193 | 15.42 | radiation | 10.0 | 90 | < th | dose independent | rect. | 6 | 17 |
196 | 15.43 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 4 | 2 |
199 | 15.43 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 4 | 2 |
202 | 15.44 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 4 | 2 |
206 | 15.44 | humidity | 80.0 | 10 | > th | dose independent | rect. | 6 | 17 |
214 | 15.45 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 6 | 17 |
234 | 15.48 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 5 |
235 | 15.48 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 5 |
238 | 15.48 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 5 |
265 | 15.50 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 11 |
272 | 15.51 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 6 | 12 |
275 | 15.51 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 14 |
291 | 15.52 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 5 | 14 |
300 | 15.53 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 14 |
301 | 15.53 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 14 |
315 | 15.53 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 14 |
319 | 15.54 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 11 |
320 | 15.54 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 11 |
322 | 15.54 | radiation | 1.0 | 270 | < th | dose independent | rect. | 5 | 12 |
326 | 15.54 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 11 |
379 | 15.58 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 3 | NA |
392 | 15.59 | humidity | 80.0 | 30 | < th | dose independent | rect. | 8 | 10 |
395 | 15.59 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 18 |
404 | 15.60 | radiation | 10.0 | 90 | > th | dose independent | sin | 20 | NA |
405 | 15.60 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 3 | NA |
406 | 15.60 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 3 | NA |
409 | 15.60 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 16 |
413 | 15.60 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 3 | NA |
415 | 15.60 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 12 |
424 | 15.60 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 5 | 23 |
429 | 15.61 | humidity | 80.0 | 90 | < th | dose independent | rect. | 11 | 6 |
437 | 15.61 | radiation | 20.0 | 90 | < th | dose dependent | sin | 20 | NA |
447 | 15.62 | wind | 1.0 | 4320 | > th | dose independent | rect. | 23 | 3 |
448 | 15.62 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 24 | 6 |
455 | 15.62 | radiation | 10.0 | 90 | > th | dose independent | rect. | 10 | 23 |
457 | 15.62 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 6 | 10 |
470 | 15.63 | humidity | 80.0 | 10 | > th | dose independent | sin | 22 | NA |
477 | 15.63 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 3 |
480 | 15.63 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 11 | 12 |
487 | 15.63 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 23 | 18 |
489 | 15.64 | radiation | 1.0 | 270 | < th | dose independent | rect. | 5 | 14 |
493 | 15.64 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
495 | 15.64 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 23 | 3 |
509 | 15.64 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
517 | 15.65 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 19 |
519 | 15.65 | radiation | 20.0 | 30 | < th | dose dependent | sin | 18 | NA |
538 | 15.65 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 19 |
546 | 15.66 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 7 | 1 |
549 | 15.66 | humidity | 80.0 | 10 | < th | dose independent | rect. | 11 | 7 |
565 | 15.66 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 7 | 1 |
580 | 15.67 | wind | 1.0 | 720 | < th | dose independent | rect. | 22 | 3 |
581 | 15.67 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 3 |
583 | 15.67 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 3 |
584 | 15.67 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 23 | 6 |
585 | 15.67 | radiation | 10.0 | 90 | > th | dose independent | rect. | 11 | 6 |
586 | 15.67 | humidity | 80.0 | 10 | > th | dose independent | rect. | 6 | 8 |
596 | 15.67 | humidity | 70.0 | 30 | > th | dose dependent | sin | 22 | NA |
600 | 15.67 | wind | 1.0 | 720 | < th | dose dependent | rect. | 22 | 3 |
601 | 15.67 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 22 | 3 |
604 | 15.67 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 3 |
605 | 15.67 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 6 | 4 |
628 | 15.68 | wind | 1.0 | 4320 | < th | dose independent | rect. | 23 | 3 |
636 | 15.68 | radiation | 10.0 | 90 | < th | dose independent | rect. | 11 | 12 |
678 | 15.69 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
680 | 15.69 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 7 | 1 |
684 | 15.69 | humidity | 80.0 | 10 | > th | dose independent | rect. | 6 | 6 |
707 | 15.69 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 16 |
711 | 15.69 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 6 | 17 |
716 | 15.69 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 23 | 23 |
722 | 15.69 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 7 | 1 |
727 | 15.69 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 11 | 6 |
728 | 15.69 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 6 | 8 |
766 | 15.70 | radiation | 40.0 | 270 | < th | dose independent | rect. | 5 | 15 |
772 | 15.70 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 6 | 4 |
802 | 15.71 | wind | 9.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
803 | 15.71 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
806 | 15.71 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
810 | 15.71 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
820 | 15.71 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
821 | 15.71 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
845 | 15.71 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 23 | 6 |
846 | 15.71 | wind | 1.0 | 4320 | > th | dose independent | rect. | 18 | 8 |
872 | 15.71 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 24 | 23 |
877 | 15.71 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 23 | 1 |
922 | 15.72 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 17 |
939 | 15.72 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 7 |
962 | 15.73 | temperature | 25.0 | 30 | > th | dose independent | rect. | 22 | 1 |
963 | 15.73 | humidity | 90.0 | 30 | < th | dose independent | rect. | 22 | 1 |
967 | 15.73 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 24 | 6 |
970 | 15.73 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 24 | 6 |
992 | 15.73 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 16 | 1 |
1000 | 15.73 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 24 | 6 |