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Os03g0232600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : U box domain containing 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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
58.09 | 0.358 | 11.5 | -1.2 | 1.24 | -0.427 | 0.0937 | -1.3 | -0.53 | 5.99 | 1010 | 5080 | -- | -- |
61.9 | 0.366 | 11.5 | -1.53 | 1.23 | -0.296 | 0.199 | -- | -0.605 | 5.97 | 1010 | 10414 | -- | -- |
58.11 | 0.355 | 11.5 | -1.2 | 1.24 | -0.427 | -- | -1.3 | -0.53 | 6 | 1010 | 5079 | -- | -- |
61.93 | 0.367 | 11.5 | -1.54 | 1.25 | -0.308 | -- | -- | -0.61 | 5.96 | 1010 | 10107 | -- | -- |
137.86 | 0.547 | 11.5 | -1.19 | -- | -0.51 | -- | -1.37 | -0.521 | -- | 1010 | 5032 | -- | -- |
65.54 | 0.38 | 11.5 | -1.42 | 1.26 | -- | 0.193 | -- | -0.522 | 5.96 | -- | -- | -- | -- |
65.64 | 0.379 | 11.5 | -1.42 | 1.26 | -- | -- | -- | -0.523 | 5.96 | -- | -- | -- | -- |
141.62 | 0.554 | 11.5 | -1.51 | -- | -0.412 | -- | -- | -0.382 | -- | 1009 | 3987 | -- | -- |
115 | 0.502 | 11.4 | -- | 1.21 | 0.252 | -- | -- | -0.409 | 5.93 | 1009 | 7557 | -- | -- |
147.82 | 0.568 | 11.5 | -1.38 | -- | -- | -- | -- | -0.494 | -- | -- | -- | -- | -- |
118.87 | 0.51 | 11.4 | -- | 1.24 | -- | -- | -- | -0.365 | 6.02 | -- | -- | -- | -- |
177.83 | 0.621 | 11.4 | -- | -- | 0.725 | -- | -- | -0.152 | -- | 1013 | 47520 | -- | -- |
198.34 | 0.657 | 11.5 | -- | -- | -- | -- | -- | -0.341 | -- | -- | -- | -- | -- |
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 | 51.70 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 11 | 17 |
2 | 51.70 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 24 | 17 |
3 | 51.71 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 22 | 6 |
4 | 51.79 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 22 | 18 |
6 | 52.03 | humidity | 60.0 | 270 | > th | dose independent | rect. | 3 | 8 |
9 | 52.22 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 8 |
10 | 52.22 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 8 |
11 | 52.35 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 19 | 6 |
16 | 52.57 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 24 | 18 |
22 | 52.65 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 7 |
23 | 52.65 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 7 |
29 | 52.75 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 13 | 16 |
41 | 53.18 | wind | 9.0 | 270 | < th | dose independent | rect. | 16 | 7 |
49 | 53.31 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 7 |
50 | 53.31 | radiation | 40.0 | 270 | < th | dose independent | rect. | 16 | 7 |
51 | 53.31 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 17 |
52 | 53.33 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 8 |
53 | 53.33 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 8 |
54 | 53.33 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 8 |
55 | 53.33 | temperature | 10.0 | 270 | > th | dose independent | rect. | 11 | 16 |
57 | 53.34 | wind | 9.0 | 270 | < th | dose independent | rect. | 23 | 17 |
63 | 53.42 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 8 |
68 | 53.49 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 16 |
69 | 53.49 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 16 |
73 | 53.53 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 22 | 6 |
74 | 53.55 | wind | 1.0 | 270 | > th | dose independent | rect. | 16 | 7 |
76 | 53.58 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 23 | 4 |
92 | 53.67 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 19 |
93 | 53.67 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 19 |
94 | 53.68 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 23 | 17 |
104 | 53.74 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 17 | 7 |
109 | 53.76 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 24 | 17 |
111 | 53.79 | wind | 9.0 | 270 | < th | dose independent | rect. | 11 | 16 |
113 | 53.80 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 18 |
114 | 53.80 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 18 |
124 | 53.88 | humidity | 50.0 | 90 | > th | dose independent | rect. | 17 | 7 |
161 | 54.21 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 17 | 7 |
171 | 54.26 | radiation | 30.0 | 270 | < th | dose independent | rect. | 17 | 16 |
173 | 54.29 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 16 | 6 |
182 | 54.37 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 22 | 16 |
190 | 54.40 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 21 | 11 |
197 | 54.43 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 17 |
202 | 54.43 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 17 |
232 | 54.53 | temperature | 10.0 | 270 | > th | dose independent | rect. | 22 | 6 |
233 | 54.53 | temperature | 30.0 | 270 | < th | dose independent | rect. | 22 | 6 |
234 | 54.53 | humidity | 50.0 | 270 | > th | dose independent | rect. | 22 | 6 |
238 | 54.53 | radiation | 1.0 | 270 | < th | dose independent | rect. | 22 | 6 |
243 | 54.53 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 18 |
245 | 54.53 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 22 | 6 |
255 | 54.55 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 18 |
264 | 54.57 | wind | 9.0 | 270 | < th | dose independent | rect. | 22 | 6 |
274 | 54.58 | humidity | 60.0 | 90 | > th | dose independent | rect. | 18 | 18 |
279 | 54.59 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 16 | 6 |
293 | 54.64 | radiation | 1.0 | 90 | > th | dose independent | rect. | 18 | 19 |
302 | 54.68 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 20 |
303 | 54.68 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 20 |
306 | 54.71 | radiation | 1.0 | 30 | > th | dose independent | rect. | 5 | 8 |
322 | 54.73 | humidity | 60.0 | 10 | > th | dose independent | rect. | 18 | 7 |
330 | 54.77 | radiation | 1.0 | 30 | < th | dose independent | rect. | 24 | 17 |
335 | 54.79 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 22 | 6 |
336 | 54.79 | radiation | 1.0 | 270 | < th | dose independent | rect. | 22 | 16 |
338 | 54.80 | radiation | 1.0 | 270 | < th | dose independent | rect. | 21 | 12 |
339 | 54.80 | wind | 1.0 | 270 | > th | dose independent | rect. | 5 | 17 |
378 | 54.88 | radiation | 1.0 | 270 | < th | dose independent | rect. | 21 | 9 |
386 | 54.89 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 16 |
390 | 54.89 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 16 |
395 | 54.90 | wind | 9.0 | 270 | < th | dose dependent | rect. | 16 | 6 |
424 | 54.98 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 11 | 5 |
429 | 54.98 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 4 | 18 |
438 | 55.01 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 18 | 6 |
447 | 55.02 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 8 |
450 | 55.03 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 15 | 22 |
451 | 55.03 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 15 | 22 |
457 | 55.04 | wind | 7.0 | 270 | < th | dose independent | rect. | 17 | 16 |
468 | 55.06 | wind | 9.0 | 270 | < th | dose independent | rect. | 16 | 19 |
474 | 55.07 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 18 | 6 |
488 | 55.13 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 22 | 6 |
490 | 55.13 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 22 | 6 |
522 | 55.18 | temperature | 10.0 | 270 | > th | dose independent | rect. | 11 | 5 |
524 | 55.18 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 11 | 5 |
526 | 55.18 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 19 |
530 | 55.19 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 5 |
533 | 55.19 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 5 |
542 | 55.20 | temperature | 30.0 | 10 | < th | dose independent | rect. | 18 | 7 |
545 | 55.21 | wind | 9.0 | 270 | < th | dose independent | rect. | 11 | 5 |
571 | 55.23 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 19 | 7 |
628 | 55.35 | humidity | 50.0 | 10 | > th | dose independent | rect. | 5 | 8 |
650 | 55.38 | temperature | 10.0 | 270 | > th | dose independent | rect. | 9 | 8 |
651 | 55.38 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 9 | 8 |
652 | 55.38 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 16 |
656 | 55.39 | temperature | 10.0 | 10 | > th | dose independent | rect. | 18 | 7 |
659 | 55.39 | radiation | 20.0 | 10 | < th | dose independent | rect. | 18 | 7 |
664 | 55.39 | temperature | 10.0 | 10 | > th | dose independent | rect. | 1 | 17 |
666 | 55.39 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 1 | 17 |
673 | 55.41 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 18 | 7 |
676 | 55.41 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 24 | 12 |
686 | 55.43 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 10 | 7 |
694 | 55.43 | radiation | 40.0 | 270 | < th | dose independent | rect. | 16 | 19 |
727 | 55.47 | radiation | 40.0 | 270 | < th | dose independent | rect. | 4 | 7 |
730 | 55.47 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 22 |
732 | 55.47 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 22 |
735 | 55.48 | radiation | 10.0 | 10 | < th | dose dependent | sin | 5 | NA |
746 | 55.49 | wind | 9.0 | 10 | < th | dose independent | rect. | 1 | 17 |
752 | 55.49 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 24 | 9 |
765 | 55.51 | wind | 9.0 | 270 | < th | dose independent | rect. | 9 | 8 |
823 | 55.58 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 22 | 6 |
837 | 55.60 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 11 | 5 |
847 | 55.62 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 7 |
849 | 55.62 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 7 |
852 | 55.62 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 9 | 15 |
870 | 55.65 | radiation | 1.0 | 270 | > th | dose independent | rect. | 11 | 5 |
881 | 55.67 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 16 |
901 | 55.71 | radiation | 1.0 | 90 | < th | dose independent | rect. | 24 | 8 |
935 | 55.75 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 19 | 7 |
939 | 55.75 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 19 | 7 |
943 | 55.75 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 19 | 7 |
945 | 55.75 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 19 | 7 |
946 | 55.75 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 19 | 7 |
967 | 55.75 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 17 |
977 | 55.76 | radiation | 1.0 | 90 | < th | dose independent | rect. | 9 | 15 |