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Os08g0511200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to CUC2.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
111.82 | 0.497 | 3.16 | -0.378 | 0.277 | 0.381 | -0.0979 | -0.971 | -0.258 | 11.3 | 89.78 | 4608 | -- | -- |
113.05 | 0.495 | 3.18 | -0.231 | 0.296 | 0.405 | -0.0799 | -- | -0.244 | 11.1 | 89.28 | 4812 | -- | -- |
111.86 | 0.493 | 3.16 | -0.382 | 0.278 | 0.38 | -- | -0.97 | -0.258 | 11.2 | 89.81 | 4606 | -- | -- |
113.07 | 0.495 | 3.17 | -0.234 | 0.296 | 0.411 | -- | -- | -0.245 | 11 | 89.29 | 4813 | -- | -- |
116.59 | 0.503 | 3.17 | -0.381 | -- | 0.41 | -- | -0.952 | -0.27 | -- | 89.74 | 4526 | -- | -- |
115.7 | 0.504 | 3.14 | -0.302 | 0.278 | -- | -0.0953 | -- | -0.0839 | 11.7 | -- | -- | -- | -- |
115.74 | 0.504 | 3.14 | -0.306 | 0.279 | -- | -- | -- | -0.0844 | 11.6 | -- | -- | -- | -- |
117.74 | 0.505 | 3.18 | -0.24 | -- | 0.441 | -- | -- | -0.251 | -- | 89.4 | 4446 | -- | -- |
114.41 | 0.498 | 3.17 | -- | 0.294 | 0.466 | -- | -- | -0.233 | 11 | 90.09 | 4783 | -- | -- |
120.63 | 0.513 | 3.15 | -0.314 | -- | -- | -- | -- | -0.0877 | -- | -- | -- | -- | -- |
118.21 | 0.509 | 3.13 | -- | 0.282 | -- | -- | -- | -0.0504 | 11.7 | -- | -- | -- | -- |
119.14 | 0.508 | 3.18 | -- | -- | 0.503 | -- | -- | -0.246 | -- | 90.57 | 4535 | -- | -- |
123.23 | 0.518 | 3.14 | -- | -- | -- | -- | -- | -0.0529 | -- | -- | -- | -- | -- |
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 | 109.87 | humidity | 70.0 | 10 | < th | dose dependent | rect. | 10 | 1 |
2 | 110.62 | temperature | 30.0 | 270 | > th | dose independent | rect. | 13 | 1 |
3 | 110.65 | temperature | 30.0 | 270 | > th | dose independent | rect. | 11 | 3 |
4 | 110.67 | temperature | 30.0 | 10 | < th | dose independent | rect. | 10 | 1 |
6 | 110.74 | temperature | 20.0 | 10 | > th | dose independent | rect. | 10 | 1 |
7 | 110.80 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 10 | 1 |
8 | 110.84 | humidity | 60.0 | 270 | < th | dose independent | rect. | 8 | 1 |
34 | 110.84 | humidity | 60.0 | 270 | < th | dose dependent | rect. | 8 | 1 |
60 | 110.91 | humidity | 60.0 | 720 | > th | dose independent | rect. | 2 | 7 |
61 | 110.91 | wind | 9.0 | 720 | < th | dose independent | rect. | 1 | 23 |
62 | 110.92 | temperature | 30.0 | 270 | > th | dose independent | rect. | 18 | 20 |
79 | 110.95 | humidity | 70.0 | 10 | < th | dose independent | rect. | 10 | 1 |
80 | 110.95 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 10 | 1 |
81 | 111.03 | radiation | 40.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
82 | 111.04 | atmosphere | 1005.0 | 90 | > th | dose independent | rect. | 10 | 2 |
84 | 111.09 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 18 | 11 |
85 | 111.09 | wind | 7.0 | 720 | < th | dose independent | rect. | 21 | 17 |
86 | 111.09 | atmosphere | 1000.0 | 30 | > th | dose dependent | rect. | 11 | 1 |
88 | 111.10 | wind | 9.0 | 720 | < th | dose dependent | rect. | 12 | 1 |
92 | 111.13 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 6 | 4 |
96 | 111.18 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 11 | 2 |
98 | 111.19 | wind | 1.0 | 10 | > th | dose independent | rect. | 10 | 1 |
99 | 111.19 | temperature | 10.0 | 10 | > th | dose independent | rect. | 10 | 1 |
101 | 111.19 | humidity | 50.0 | 10 | > th | dose independent | rect. | 10 | 1 |
102 | 111.19 | humidity | 90.0 | 10 | < th | dose independent | rect. | 10 | 1 |
103 | 111.19 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 10 | 1 |
105 | 111.19 | radiation | 1.0 | 10 | > th | dose independent | rect. | 10 | 1 |
106 | 111.19 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 10 | 1 |
107 | 111.19 | temperature | 10.0 | 10 | > th | dose independent | rect. | 11 | 23 |
108 | 111.19 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 10 | 1 |
109 | 111.19 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 9 | 21 |
114 | 111.27 | wind | 1.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
115 | 111.28 | wind | 9.0 | 10 | < th | dose independent | rect. | 10 | 1 |
116 | 111.28 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 2 | 1 |
118 | 111.28 | wind | 9.0 | 720 | < th | dose independent | rect. | 2 | 15 |
119 | 111.29 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 7 | 2 |
120 | 111.30 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 18 | 1 |
131 | 111.30 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 10 | 1 |
134 | 111.34 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 6 | 2 |
137 | 111.35 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 10 | 1 |
139 | 111.38 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 17 | 8 |
157 | 111.40 | temperature | 20.0 | 30 | < th | dose independent | rect. | 7 | 11 |
159 | 111.41 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 5 | 3 |
164 | 111.44 | wind | 5.0 | 720 | < th | dose independent | rect. | 12 | 1 |
165 | 111.44 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 1 | 3 |
184 | 111.47 | wind | 7.0 | 30 | < th | dose independent | rect. | 12 | 13 |
186 | 111.47 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 7 |
189 | 111.48 | humidity | 50.0 | 10 | > th | dose independent | rect. | 9 | 21 |
192 | 111.49 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 22 | 6 |
195 | 111.49 | wind | 5.0 | 90 | < th | dose independent | rect. | 12 | 21 |
197 | 111.51 | wind | 9.0 | 10 | < th | dose dependent | rect. | 10 | 1 |
198 | 111.51 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 9 | 1 |
202 | 111.52 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 9 | 2 |
208 | 111.53 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 5 | 6 |
210 | 111.54 | wind | 5.0 | 10 | < th | dose independent | rect. | 12 | 21 |
224 | 111.56 | radiation | 1.0 | 30 | > th | dose independent | rect. | 9 | 21 |
228 | 111.57 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 22 | 3 |
231 | 111.58 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 23 | 1 |
236 | 111.60 | wind | 5.0 | 10 | < th | dose independent | rect. | 10 | 1 |
247 | 111.61 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 17 | 4 |
250 | 111.62 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 17 | 1 |
260 | 111.62 | temperature | 20.0 | 30 | < th | dose independent | rect. | 7 | 9 |
264 | 111.62 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 22 | 11 |
268 | 111.63 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 22 | 4 |
273 | 111.64 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 16 | 1 |
283 | 111.66 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 13 | 22 |
296 | 111.69 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 20 | 13 |
297 | 111.70 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
305 | 111.71 | temperature | 20.0 | 30 | < th | dose independent | rect. | 7 | 7 |
309 | 111.71 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 21 | 15 |
312 | 111.72 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 1 |
313 | 111.72 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 22 | 6 |
320 | 111.73 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 18 | 12 |
346 | 111.75 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
350 | 111.76 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
358 | 111.76 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 21 | 18 |
368 | 111.78 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 8 | 1 |
369 | 111.78 | humidity | 50.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
387 | 111.80 | wind | 7.0 | 720 | < th | dose independent | rect. | 2 | 7 |
394 | 111.80 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 22 | 16 |
398 | 111.81 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 17 | 12 |
403 | 111.81 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 22 | 4 |
405 | 111.82 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 16 | 1 |
412 | 111.82 | wind | 7.0 | 90 | < th | dose independent | rect. | 11 | 23 |
416 | 111.83 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 22 | 14 |
421 | 111.84 | wind | 9.0 | 43200 | < th | dose independent | rect. | 2 | 1 |
425 | 111.84 | wind | 9.0 | 720 | < th | dose independent | rect. | 5 | 9 |
430 | 111.84 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 1 |
431 | 111.84 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
433 | 111.85 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
439 | 111.85 | temperature | 20.0 | 90 | < th | dose independent | rect. | 7 | 4 |
443 | 111.85 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 9 |
446 | 111.85 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 17 | 19 |
449 | 111.85 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 5 | 23 |
451 | 111.86 | humidity | 90.0 | 4320 | < th | dose independent | sin | 9 | NA |
465 | 111.86 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 22 | 19 |
468 | 111.86 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 14 | 22 |
470 | 111.86 | wind | 9.0 | 30 | < th | dose dependent | rect. | 11 | 22 |
480 | 111.87 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 22 | 17 |
488 | 111.87 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 18 | 21 |
501 | 111.88 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 13 | 17 |
505 | 111.88 | wind | 7.0 | 30 | < th | dose independent | rect. | 15 | 23 |
507 | 111.88 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 9 | 9 |
533 | 111.89 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 10 | 22 |
539 | 111.90 | atmosphere | 1010.0 | 720 | < th | dose independent | rect. | 9 | 1 |
555 | 111.90 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 10 | 20 |
569 | 111.90 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 11 | 21 |
573 | 111.91 | radiation | 30.0 | 10 | < th | dose independent | rect. | 10 | 1 |
591 | 111.91 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 7 | 23 |
597 | 111.91 | humidity | 60.0 | 10 | < th | dose dependent | rect. | 12 | 1 |
603 | 111.92 | wind | 1.0 | 14400 | > th | dose independent | rect. | 23 | 2 |
612 | 111.92 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 14 | 14 |
621 | 111.92 | wind | 7.0 | 270 | > th | dose dependent | rect. | 8 | 1 |
623 | 111.93 | humidity | 90.0 | 4320 | < th | dose independent | no | NA | NA |
637 | 111.93 | humidity | 50.0 | 10 | > th | dose independent | rect. | 7 | 23 |
638 | 111.93 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 1 | 23 |
647 | 111.94 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
698 | 111.96 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 11 | 8 |
703 | 111.96 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 17 | 11 |
716 | 111.96 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 5 | 23 |
723 | 111.97 | wind | 7.0 | 10 | > th | dose independent | rect. | 9 | 2 |
724 | 111.97 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 1 | 2 |
733 | 111.97 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 11 | 8 |
760 | 111.98 | radiation | 20.0 | 720 | < th | dose independent | rect. | 23 | 11 |
765 | 111.98 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 13 | 17 |
766 | 111.98 | temperature | 20.0 | 30 | > th | dose independent | rect. | 9 | 21 |
767 | 111.98 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 14 | 22 |
788 | 111.99 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 19 | 13 |
794 | 111.99 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 10 | 20 |
818 | 112.00 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 22 | 10 |
822 | 112.00 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 13 | 19 |
823 | 112.00 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 16 | 20 |
831 | 112.00 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
851 | 112.01 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 14 | 14 |
855 | 112.01 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 16 |
860 | 112.01 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 7 | 23 |
862 | 112.01 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 23 | 3 |
877 | 112.02 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 22 | 10 |
893 | 112.02 | wind | 7.0 | 10 | > th | dose dependent | rect. | 9 | 2 |
923 | 112.03 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 24 | 8 |
946 | 112.03 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 7 | 1 |
951 | 112.03 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 9 | 1 |
959 | 112.04 | wind | 1.0 | 43200 | > th | dose independent | rect. | 2 | 1 |
963 | 112.04 | temperature | 20.0 | 90 | < th | dose independent | rect. | 7 | 2 |
965 | 112.04 | temperature | 20.0 | 30 | > th | dose independent | rect. | 9 | 9 |
985 | 112.04 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 16 | 23 |
987 | 112.04 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 3 | 2 |
989 | 112.04 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 22 | 9 |
990 | 112.04 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 15 | 17 |
992 | 112.05 | temperature | 20.0 | 1440 | < th | dose independent | sin | 3 | NA |
993 | 112.05 | humidity | 90.0 | 4320 | > th | dose independent | no | NA | NA |
999 | 112.05 | temperature | 20.0 | 10 | > th | dose independent | rect. | 6 | 3 |