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Os11g0117700 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
60.14 | 0.364 | 8.33 | -0.365 | 1.21 | 0.645 | 0.298 | -1.19 | 0.242 | 14.3 | 92.35 | 77 | -- | -- |
61.73 | 0.366 | 8.32 | -0.392 | 1.21 | 0.609 | 0.677 | -- | 0.22 | 14.4 | 92.41 | 81 | -- | -- |
60.37 | 0.362 | 8.32 | -0.35 | 1.2 | 0.634 | -- | -1.33 | 0.246 | 14.3 | 92.28 | 84 | -- | -- |
63.4 | 0.371 | 8.32 | -0.37 | 1.19 | 0.571 | -- | -- | 0.222 | 14.3 | 92.79 | 81 | -- | -- |
100.61 | 0.467 | 8.36 | -0.316 | -- | -0.745 | -- | -0.613 | 0.0953 | -- | 62 | 2 | -- | -- |
68.05 | 0.387 | 8.34 | -0.336 | 1.03 | -- | 0.451 | -- | 0.144 | 14 | -- | -- | -- | -- |
68.83 | 0.389 | 8.34 | -0.322 | 1.03 | -- | -- | -- | 0.147 | 14 | -- | -- | -- | -- |
101.73 | 0.47 | 8.36 | -0.341 | -- | -0.781 | -- | -- | 0.0934 | -- | 60.71 | 21 | -- | -- |
66.96 | 0.381 | 8.31 | -- | 1.19 | 0.52 | -- | -- | 0.256 | 14.3 | 92.69 | 83 | -- | -- |
132.29 | 0.537 | 8.35 | -0.365 | -- | -- | -- | -- | 0.123 | -- | -- | -- | -- | -- |
71.56 | 0.396 | 8.33 | -- | 1.03 | -- | -- | -- | 0.183 | 14 | -- | -- | -- | -- |
104.82 | 0.477 | 8.35 | -- | -- | -0.771 | -- | -- | 0.127 | -- | 61.83 | 12 | -- | -- |
135.8 | 0.544 | 8.34 | -- | -- | -- | -- | -- | 0.163 | -- | -- | -- | -- | -- |
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 | 53.61 | wind | 1.0 | 90 | > th | dose dependent | rect. | 12 | 6 |
2 | 54.15 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 6 |
6 | 54.15 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 19 | 18 |
9 | 54.15 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 19 | 18 |
10 | 54.45 | temperature | 15.0 | 90 | > th | dose independent | rect. | 18 | 18 |
12 | 54.82 | wind | 7.0 | 90 | < th | dose independent | rect. | 18 | 18 |
13 | 54.99 | wind | 3.0 | 90 | > th | dose independent | rect. | 12 | 6 |
16 | 55.11 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 12 | 6 |
18 | 55.17 | temperature | 15.0 | 270 | > th | dose independent | rect. | 6 | 15 |
20 | 55.29 | temperature | 20.0 | 90 | > th | dose independent | rect. | 12 | 6 |
21 | 55.45 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 20 | 10 |
22 | 55.48 | temperature | 10.0 | 90 | > th | dose independent | rect. | 12 | 6 |
24 | 55.48 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 12 | 6 |
29 | 55.53 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 18 | 18 |
35 | 55.69 | temperature | 15.0 | 270 | > th | dose independent | rect. | 16 | 19 |
38 | 55.72 | wind | 9.0 | 90 | < th | dose independent | rect. | 12 | 6 |
55 | 55.97 | wind | 7.0 | 270 | < th | dose independent | rect. | 16 | 19 |
56 | 55.98 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 12 | 6 |
58 | 55.98 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 12 | 6 |
61 | 56.04 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 18 | 18 |
62 | 56.04 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 18 | 18 |
66 | 56.09 | temperature | 15.0 | 270 | > th | dose independent | rect. | 15 | 21 |
71 | 56.19 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 17 |
72 | 56.22 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 15 |
75 | 56.23 | humidity | 90.0 | 270 | < th | dose independent | rect. | 11 | 6 |
76 | 56.23 | radiation | 1.0 | 270 | > th | dose independent | rect. | 11 | 6 |
80 | 56.32 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 7 |
81 | 56.32 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 10 | 7 |
87 | 56.33 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 7 |
89 | 56.33 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 7 |
100 | 56.41 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 15 |
101 | 56.41 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 15 |
104 | 56.43 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 18 | 18 |
116 | 56.49 | temperature | 10.0 | 270 | > th | dose independent | rect. | 21 | 9 |
117 | 56.49 | temperature | 30.0 | 270 | < th | dose independent | rect. | 21 | 9 |
118 | 56.49 | humidity | 50.0 | 270 | > th | dose independent | rect. | 21 | 9 |
121 | 56.49 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 21 | 9 |
122 | 56.49 | radiation | 20.0 | 270 | < th | dose independent | rect. | 21 | 9 |
126 | 56.49 | temperature | 30.0 | 30 | < th | dose independent | rect. | 18 | 18 |
129 | 56.51 | humidity | 50.0 | 270 | > th | dose independent | rect. | 16 | 19 |
132 | 56.52 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 19 |
134 | 56.52 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 19 |
140 | 56.53 | radiation | 1.0 | 30 | < th | dose dependent | sin | 15 | NA |
142 | 56.54 | wind | 7.0 | 270 | < th | dose independent | rect. | 15 | 21 |
143 | 56.55 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 12 | 6 |
147 | 56.57 | wind | 9.0 | 270 | < th | dose independent | rect. | 21 | 9 |
150 | 56.58 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 15 |
155 | 56.59 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 21 | 9 |
161 | 56.64 | wind | 1.0 | 270 | > th | dose dependent | rect. | 12 | 3 |
169 | 56.67 | radiation | 1.0 | 90 | > th | dose independent | rect. | 12 | 18 |
171 | 56.69 | wind | 9.0 | 270 | < th | dose independent | rect. | 10 | 7 |
173 | 56.69 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 18 | 18 |
181 | 56.72 | wind | 1.0 | 30 | > th | dose independent | rect. | 18 | 18 |
199 | 56.76 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 10 | 7 |
214 | 56.87 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 21 | 9 |
215 | 56.87 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 21 | 9 |
219 | 56.90 | radiation | 40.0 | 90 | < th | dose independent | rect. | 12 | 6 |
244 | 57.01 | temperature | 20.0 | 270 | > th | dose independent | rect. | 12 | 3 |
254 | 57.03 | humidity | 90.0 | 270 | < th | dose independent | rect. | 12 | 3 |
263 | 57.05 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 19 | 17 |
269 | 57.12 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 3 |
271 | 57.12 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 12 | 3 |
272 | 57.12 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 3 |
276 | 57.12 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 3 |
279 | 57.13 | wind | 3.0 | 270 | > th | dose independent | rect. | 12 | 3 |
283 | 57.14 | humidity | 50.0 | 30 | > th | dose independent | rect. | 12 | 6 |
287 | 57.17 | radiation | 1.0 | 270 | < th | dose independent | rect. | 21 | 17 |
295 | 57.20 | wind | 9.0 | 270 | < th | dose independent | rect. | 12 | 3 |
297 | 57.21 | humidity | 90.0 | 10 | < th | dose independent | rect. | 2 | 10 |
304 | 57.26 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 15 | 21 |
305 | 57.26 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 15 | 21 |
311 | 57.30 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 12 | 3 |
314 | 57.30 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 14 |
320 | 57.31 | radiation | 40.0 | 270 | < th | dose independent | rect. | 17 | 17 |
328 | 57.33 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 12 | 3 |
329 | 57.34 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 7 | 5 |
339 | 57.39 | temperature | 20.0 | 10 | > th | dose independent | rect. | 7 | 5 |
340 | 57.39 | radiation | 1.0 | 270 | > th | dose independent | rect. | 17 | 18 |
341 | 57.39 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 5 |
345 | 57.41 | humidity | 50.0 | 270 | > th | dose independent | rect. | 12 | 3 |
347 | 57.42 | radiation | 30.0 | 270 | < th | dose independent | rect. | 15 | 10 |
367 | 57.48 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 21 | 17 |
370 | 57.52 | radiation | 1.0 | 270 | > th | dose independent | rect. | 12 | 3 |
408 | 57.60 | temperature | 15.0 | 270 | > th | dose independent | rect. | 5 | 6 |
422 | 57.64 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 12 | 6 |
449 | 57.70 | radiation | 1.0 | 90 | > th | dose independent | sin | 16 | NA |
455 | 57.72 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 10 |
462 | 57.75 | humidity | 90.0 | 10 | < th | dose independent | rect. | 7 | 5 |
463 | 57.75 | radiation | 1.0 | 270 | > th | dose independent | rect. | 5 | 6 |
476 | 57.77 | wind | 7.0 | 10 | < th | dose independent | rect. | 7 | 5 |
477 | 57.77 | radiation | 1.0 | 10 | > th | dose independent | rect. | 7 | 5 |
478 | 57.77 | wind | 7.0 | 270 | < th | dose independent | rect. | 5 | 6 |
487 | 57.81 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 6 |
489 | 57.81 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 6 |
522 | 57.88 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 6 |
523 | 57.88 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 6 |
524 | 57.88 | temperature | 10.0 | 270 | > th | dose independent | rect. | 11 | 18 |
528 | 57.88 | wind | 9.0 | 90 | < th | dose dependent | rect. | 18 | 18 |
534 | 57.90 | temperature | 15.0 | 270 | > th | dose independent | rect. | 15 | 10 |
542 | 57.92 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 14 |
543 | 57.92 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 14 |
555 | 57.95 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 2 |
556 | 57.96 | radiation | 1.0 | 90 | < th | dose independent | sin | 16 | NA |
559 | 57.96 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 11 | 18 |
561 | 57.97 | humidity | 90.0 | 10 | < th | dose independent | rect. | 18 | 18 |
575 | 58.01 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 4 |
592 | 58.08 | humidity | 50.0 | 270 | > th | dose independent | rect. | 5 | 6 |
600 | 58.09 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 12 | 3 |
607 | 58.11 | humidity | 90.0 | 90 | < th | dose independent | rect. | 18 | 18 |
616 | 58.13 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 7 | 5 |
618 | 58.13 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 7 | 5 |
622 | 58.14 | wind | 9.0 | 270 | < th | dose independent | rect. | 11 | 18 |
623 | 58.14 | radiation | 1.0 | 270 | > th | dose independent | rect. | 10 | 20 |
624 | 58.15 | wind | 1.0 | 10 | > th | dose independent | rect. | 7 | 5 |
629 | 58.16 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 12 | 3 |
662 | 58.20 | temperature | 10.0 | 10 | > th | dose independent | rect. | 7 | 5 |
665 | 58.20 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 7 | 5 |
666 | 58.20 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 7 | 5 |
679 | 58.20 | temperature | 10.0 | 10 | > th | dose independent | rect. | 12 | 19 |
709 | 58.25 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 14 |
739 | 58.31 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 15 | 4 |
747 | 58.33 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 8 | 5 |
750 | 58.33 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 8 | 5 |
753 | 58.33 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 19 |
761 | 58.35 | temperature | 15.0 | 90 | > th | dose independent | rect. | 18 | 9 |
764 | 58.36 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 2 |
765 | 58.36 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 4 |
773 | 58.38 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 14 |
774 | 58.38 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 12 | 19 |
776 | 58.38 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 12 | 19 |
780 | 58.39 | wind | 9.0 | 10 | < th | dose independent | rect. | 12 | 19 |
800 | 58.42 | temperature | 15.0 | 270 | > th | dose independent | rect. | 9 | 22 |
816 | 58.43 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 18 |
818 | 58.43 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 18 |
856 | 58.49 | humidity | 60.0 | 90 | > th | dose independent | rect. | 18 | 9 |
896 | 58.53 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 14 |
902 | 58.53 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 14 |
910 | 58.55 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 2 |
925 | 58.57 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 2 |
934 | 58.57 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 2 |
935 | 58.57 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 17 | 10 |
937 | 58.59 | wind | 5.0 | 270 | < th | dose independent | rect. | 7 | 2 |
946 | 58.60 | radiation | 1.0 | 90 | < th | dose independent | rect. | 18 | 9 |
953 | 58.61 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 2 |
954 | 58.61 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 2 |
956 | 58.61 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 2 |
957 | 58.61 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 2 |
958 | 58.61 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 2 |
973 | 58.62 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 12 | 19 |
975 | 58.62 | wind | 9.0 | 270 | < th | dose dependent | rect. | 16 | 19 |
997 | 58.66 | wind | 9.0 | 10 | < th | dose dependent | rect. | 7 | 5 |