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Os08g0225400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF266, plant 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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30.35 | 0.259 | 3.09 | 1.02 | 0.0656 | -0.671 | 0.153 | 5.52 | 0.0363 | 10.9 | 28.88 | 1664 | -- | -- |
31.78 | 0.263 | 3.19 | 0.115 | 0.0622 | -0.0726 | 0.149 | -- | -0.0397 | 11.1 | 33.93 | 996 | -- | -- |
30.42 | 0.257 | 3.09 | 1.04 | 0.0654 | -0.664 | -- | 5.42 | 0.0415 | 10 | 28.77 | 1646 | -- | -- |
31.75 | 0.262 | 3.2 | 0.118 | 0.0652 | -0.0729 | -- | -- | -0.0446 | 8.65 | 33.81 | 991 | -- | -- |
30.7 | 0.258 | 3.09 | 1.04 | -- | -0.667 | -- | 5.42 | 0.0444 | -- | 28.76 | 1646 | -- | -- |
31.94 | 0.265 | 3.19 | 0.0965 | 0.0796 | -- | 0.123 | -- | -0.0349 | 9.77 | -- | -- | -- | -- |
31.99 | 0.265 | 3.19 | 0.101 | 0.0815 | -- | -- | -- | -0.035 | 9.1 | -- | -- | -- | -- |
32.06 | 0.264 | 3.2 | 0.117 | -- | -0.082 | -- | -- | -0.0456 | -- | 33.9 | 987 | -- | -- |
32.08 | 0.264 | 3.2 | -- | 0.0776 | -0.0623 | -- | -- | -0.0566 | 8.62 | 33.71 | 1009 | -- | -- |
32.37 | 0.266 | 3.2 | 0.1 | -- | -- | -- | -- | -0.0346 | -- | -- | -- | -- | -- |
32.26 | 0.266 | 3.2 | -- | 0.0816 | -- | -- | -- | -0.0463 | 9 | -- | -- | -- | -- |
32.41 | 0.265 | 3.2 | -- | -- | -0.0708 | -- | -- | -0.0574 | -- | 33.52 | 989 | -- | -- |
32.64 | 0.267 | 3.2 | -- | -- | -- | -- | -- | -0.0457 | -- | -- | -- | -- | -- |
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 | 29.82 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 1 | 8 |
2 | 29.84 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 3 | 23 |
4 | 29.85 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 2 | 2 |
12 | 30.03 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 2 |
14 | 30.07 | humidity | 90.0 | 720 | < th | dose independent | rect. | 2 | 2 |
16 | 30.09 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 11 | 1 |
20 | 30.11 | wind | 5.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
22 | 30.11 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 3 | 8 |
25 | 30.15 | humidity | 80.0 | 90 | < th | dose independent | rect. | 24 | 3 |
26 | 30.15 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 24 | 3 |
28 | 30.16 | humidity | 80.0 | 90 | < th | dose independent | rect. | 24 | 5 |
29 | 30.16 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 11 | 1 |
31 | 30.16 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 24 | 5 |
32 | 30.17 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 21 | 23 |
57 | 30.22 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 3 | 1 |
61 | 30.23 | humidity | 90.0 | 10 | < th | dose independent | rect. | 3 | 1 |
62 | 30.23 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
67 | 30.25 | wind | 5.0 | 14400 | > th | dose independent | rect. | 11 | 1 |
71 | 30.25 | wind | 5.0 | 14400 | < th | dose independent | rect. | 10 | 5 |
88 | 30.30 | wind | 5.0 | 14400 | > th | dose independent | rect. | 10 | 5 |
90 | 30.32 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
94 | 30.33 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 21 |
99 | 30.35 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 19 | 16 |
101 | 30.36 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 14 | 21 |
109 | 30.37 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 24 | 11 |
113 | 30.38 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 4 | 4 |
117 | 30.39 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 10 | 5 |
127 | 30.41 | wind | 3.0 | 90 | < th | dose independent | rect. | 2 | 1 |
129 | 30.41 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 8 | 1 |
136 | 30.42 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 4 |
142 | 30.43 | wind | 7.0 | 14400 | < th | dose independent | rect. | 9 | 1 |
149 | 30.44 | wind | 9.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
151 | 30.44 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 1 | 3 |
153 | 30.45 | wind | 1.0 | 14400 | < th | dose independent | rect. | 5 | 2 |
158 | 30.45 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 2 | 6 |
162 | 30.46 | wind | 1.0 | 14400 | > th | dose independent | rect. | 5 | 2 |
185 | 30.47 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 4 |
190 | 30.47 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 3 | 1 |
195 | 30.48 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
196 | 30.48 | humidity | 90.0 | 720 | > th | dose independent | rect. | 3 | 1 |
213 | 30.49 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 23 | 8 |
219 | 30.49 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 21 | 14 |
222 | 30.50 | atmosphere | 1005.0 | 90 | > th | dose independent | rect. | 2 | 1 |
231 | 30.50 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 2 | 6 |
245 | 30.52 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 7 | 3 |
278 | 30.53 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 21 | 14 |
281 | 30.53 | wind | 5.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
294 | 30.54 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 15 | 8 |
298 | 30.54 | radiation | 30.0 | 14400 | < th | dose dependent | rect. | 21 | 1 |
310 | 30.54 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 4 | 7 |
312 | 30.54 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 15 | 8 |
317 | 30.55 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
321 | 30.55 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
327 | 30.55 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
328 | 30.55 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
348 | 30.55 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 8 |
350 | 30.55 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 15 |
352 | 30.55 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 23 | 16 |
355 | 30.55 | radiation | 20.0 | 10 | > th | dose independent | rect. | 16 | 18 |
356 | 30.55 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 22 | 23 |
359 | 30.55 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 6 | 1 |
364 | 30.55 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 6 | 5 |
372 | 30.56 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 6 |
382 | 30.56 | atmosphere | 1000.0 | 720 | < th | dose dependent | rect. | 6 | 1 |
391 | 30.57 | wind | 3.0 | 30 | > th | dose independent | rect. | 20 | 1 |
392 | 30.57 | temperature | 25.0 | 720 | > th | dose independent | rect. | 6 | 1 |
398 | 30.57 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 4 |
406 | 30.57 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 15 | 1 |
407 | 30.57 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
413 | 30.57 | atmosphere | 1010.0 | 30 | < th | dose dependent | rect. | 7 | 3 |
414 | 30.58 | temperature | 20.0 | 90 | < th | dose independent | rect. | 2 | 1 |
415 | 30.58 | humidity | 80.0 | 30 | > th | dose independent | rect. | 20 | 1 |
418 | 30.58 | radiation | 20.0 | 10 | > th | dose independent | rect. | 7 | 3 |
422 | 30.58 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 14 | 5 |
450 | 30.58 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 14 |
459 | 30.58 | atmosphere | 1000.0 | 90 | < th | dose independent | rect. | 6 | 20 |
468 | 30.59 | temperature | 30.0 | 1440 | < th | dose independent | sin | 12 | NA |
469 | 30.59 | temperature | 25.0 | 30 | > th | dose independent | rect. | 20 | 1 |
480 | 30.59 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 20 |
481 | 30.59 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 19 | 21 |
487 | 30.59 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 23 |
502 | 30.59 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 23 |
505 | 30.60 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 20 | 1 |
508 | 30.60 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 8 | 8 |
523 | 30.60 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 19 |
537 | 30.61 | temperature | 30.0 | 1440 | < th | dose independent | no | NA | NA |
548 | 30.61 | temperature | 25.0 | 30 | > th | dose independent | rect. | 24 | 11 |
550 | 30.61 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 8 | 14 |
575 | 30.61 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 8 | 21 |
598 | 30.61 | wind | 1.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
599 | 30.61 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
600 | 30.61 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
609 | 30.62 | atmosphere | 1000.0 | 1440 | > th | dose independent | rect. | 1 | 1 |
642 | 30.62 | atmosphere | 1000.0 | 90 | < th | dose independent | rect. | 24 | 17 |
670 | 30.62 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 11 | 23 |
681 | 30.63 | temperature | 30.0 | 1440 | < th | dose independent | sin | 22 | NA |
685 | 30.63 | wind | 5.0 | 30 | < th | dose independent | rect. | 20 | 1 |
689 | 30.63 | humidity | 90.0 | 30 | < th | dose independent | rect. | 20 | 1 |
691 | 30.63 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 15 | 2 |
695 | 30.63 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 3 | 6 |
698 | 30.63 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 10 | 10 |
710 | 30.63 | atmosphere | 1000.0 | 270 | < th | dose independent | rect. | 21 | 19 |
717 | 30.63 | temperature | 15.0 | 30 | > th | dose independent | rect. | 21 | 23 |
726 | 30.64 | temperature | 30.0 | 1440 | < th | dose independent | sin | 18 | NA |
734 | 30.64 | temperature | 10.0 | 30 | > th | dose independent | rect. | 20 | 1 |
736 | 30.64 | temperature | 30.0 | 30 | < th | dose independent | rect. | 20 | 1 |
737 | 30.64 | humidity | 50.0 | 30 | > th | dose independent | rect. | 20 | 1 |
740 | 30.64 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 20 | 1 |
742 | 30.64 | atmosphere | 1000.0 | 720 | < th | dose independent | rect. | 6 | 1 |
744 | 30.64 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 20 | 1 |
746 | 30.64 | radiation | 10.0 | 30 | > th | dose independent | rect. | 7 | 1 |
747 | 30.64 | radiation | 1.0 | 30 | < th | dose independent | rect. | 20 | 1 |
752 | 30.64 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 20 | 1 |
788 | 30.64 | atmosphere | 1010.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
789 | 30.64 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
790 | 30.64 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
795 | 30.64 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 20 | 1 |
803 | 30.64 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 23 | 13 |
806 | 30.65 | temperature | 30.0 | 1440 | > th | dose independent | sin | 12 | NA |
819 | 30.65 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 23 | 21 |
824 | 30.65 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 7 | 3 |
828 | 30.65 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 4 | 7 |
834 | 30.66 | atmosphere | 1000.0 | 1440 | > th | dose independent | rect. | 22 | 4 |
836 | 30.66 | wind | 1.0 | 14400 | < th | dose independent | rect. | 2 | 6 |
843 | 30.66 | temperature | 25.0 | 10 | < th | dose independent | rect. | 2 | 12 |
845 | 30.66 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 2 | 14 |
856 | 30.66 | wind | 9.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
857 | 30.66 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 3 | 1 |
873 | 30.67 | temperature | 25.0 | 720 | > th | dose independent | rect. | 3 | 5 |
874 | 30.67 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 12 | 6 |
892 | 30.67 | atmosphere | 1000.0 | 720 | < th | dose independent | rect. | 21 | 13 |
920 | 30.68 | temperature | 10.0 | 90 | > th | dose independent | rect. | 2 | 1 |
922 | 30.68 | temperature | 30.0 | 90 | < th | dose independent | rect. | 2 | 1 |
923 | 30.68 | humidity | 50.0 | 90 | > th | dose independent | rect. | 2 | 1 |
926 | 30.68 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 2 | 1 |
928 | 30.68 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 2 | 1 |
930 | 30.68 | radiation | 1.0 | 90 | < th | dose independent | rect. | 2 | 1 |
935 | 30.68 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 2 | 1 |
942 | 30.68 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 23 | 10 |
962 | 30.68 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 23 |
964 | 30.68 | humidity | 50.0 | 4320 | > th | dose dependent | sin | 6 | NA |
968 | 30.68 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
973 | 30.68 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 2 | 1 |
994 | 30.69 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 12 |