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Os01g0513400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF789 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35.36 | 0.279 | 9.39 | 0.0803 | 1.03 | -1.02 | -0.467 | -2.79 | -0.0674 | 7.54 | 19.85 | 4497 | -- | -- |
37.71 | 0.286 | 9.47 | -0.0393 | 1.04 | -0.189 | -0.421 | -- | -0.122 | 7.6 | 25.2 | 2296 | -- | -- |
35.86 | 0.279 | 9.38 | 0.0591 | 1.03 | -1.11 | -- | -3 | -0.0688 | 7.59 | 19.85 | 4812 | -- | -- |
38.19 | 0.288 | 9.47 | -0.0517 | 1.04 | -0.195 | -- | -- | -0.124 | 7.65 | 25.21 | 2310 | -- | -- |
92.4 | 0.448 | 9.42 | 0.047 | -- | -1.07 | -- | -2.7 | -0.0631 | -- | 19.78 | 4296 | -- | -- |
38.35 | 0.29 | 9.46 | 0.0373 | 1.03 | -- | -0.438 | -- | -0.0742 | 7.53 | -- | -- | -- | -- |
38.87 | 0.292 | 9.45 | 0.0276 | 1.03 | -- | -- | -- | -0.0732 | 7.59 | -- | -- | -- | -- |
95.27 | 0.455 | 9.49 | -0.0277 | -- | -0.167 | -- | -- | -0.0923 | -- | 35.62 | 2890 | -- | -- |
38.25 | 0.288 | 9.46 | -- | 1.04 | -0.168 | -- | -- | -0.112 | 7.64 | 25.2 | 2316 | -- | -- |
95.84 | 0.457 | 9.48 | 0.0422 | -- | -- | -- | -- | -0.0575 | -- | -- | -- | -- | -- |
38.89 | 0.292 | 9.46 | -- | 1.03 | -- | -- | -- | -0.0763 | 7.59 | -- | -- | -- | -- |
94.89 | 0.454 | 9.49 | -- | -- | -0.215 | -- | -- | -0.101 | -- | 25.6 | 2849 | -- | -- |
95.89 | 0.457 | 9.48 | -- | -- | -- | -- | -- | -0.0622 | -- | -- | -- | -- | -- |
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 | 31.09 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 6 | 21 |
2 | 31.24 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 8 | 20 |
6 | 31.42 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 4 | 2 |
8 | 31.63 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 4 |
17 | 31.85 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 10 | 3 |
25 | 32.09 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 4 | 3 |
26 | 32.10 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 4 | 3 |
28 | 32.10 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 21 |
31 | 32.13 | wind | 1.0 | 43200 | < th | dose independent | rect. | 23 | 3 |
35 | 32.16 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
36 | 32.16 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 5 | 1 |
42 | 32.17 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 5 | 2 |
48 | 32.21 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 2 | 1 |
51 | 32.24 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 20 |
56 | 32.28 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 5 | 5 |
58 | 32.28 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 21 |
61 | 32.29 | wind | 1.0 | 270 | > th | dose independent | rect. | 4 | 1 |
63 | 32.30 | wind | 1.0 | 43200 | < th | dose independent | rect. | 8 | 20 |
66 | 32.31 | temperature | 30.0 | 43200 | > th | dose dependent | rect. | 8 | 1 |
80 | 32.32 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 2 | 1 |
82 | 32.32 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 3 | 1 |
84 | 32.33 | wind | 1.0 | 43200 | > th | dose independent | rect. | 23 | 3 |
89 | 32.34 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 9 | 17 |
90 | 32.35 | temperature | 30.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
107 | 32.36 | wind | 1.0 | 43200 | < th | dose independent | rect. | 15 | 11 |
108 | 32.36 | wind | 1.0 | 43200 | < th | dose independent | rect. | 8 | 18 |
114 | 32.37 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 21 | 5 |
141 | 32.45 | wind | 1.0 | 43200 | < th | dose independent | rect. | 21 | 5 |
146 | 32.46 | wind | 1.0 | 43200 | < th | dose independent | sin | 15 | NA |
149 | 32.46 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 21 | 12 |
150 | 32.46 | wind | 1.0 | 43200 | < th | dose independent | rect. | 11 | 17 |
153 | 32.47 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 8 | 1 |
155 | 32.47 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 23 | 10 |
164 | 32.48 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 1 | 8 |
171 | 32.49 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 19 | 14 |
198 | 32.54 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 23 |
199 | 32.54 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 23 |
221 | 32.59 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 14 |
243 | 32.64 | wind | 1.0 | 43200 | < th | dose independent | rect. | 11 | 2 |
248 | 32.65 | wind | 1.0 | 43200 | > th | dose independent | rect. | 8 | 20 |
250 | 32.67 | temperature | 20.0 | 720 | > th | dose independent | rect. | 4 | 3 |
256 | 32.68 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
259 | 32.68 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
260 | 32.68 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 5 |
263 | 32.68 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 19 |
270 | 32.70 | wind | 1.0 | 43200 | > th | dose independent | sin | 15 | NA |
271 | 32.70 | wind | 1.0 | 43200 | > th | dose independent | rect. | 12 | 16 |
272 | 32.71 | wind | 1.0 | 43200 | < th | dose independent | rect. | 8 | 5 |
274 | 32.71 | wind | 1.0 | 43200 | > th | dose independent | rect. | 8 | 18 |
291 | 32.73 | wind | 9.0 | 4320 | < th | dose independent | rect. | 5 | 4 |
292 | 32.73 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 14 |
295 | 32.73 | wind | 1.0 | 43200 | > th | dose independent | rect. | 8 | 22 |
325 | 32.77 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 16 | 10 |
328 | 32.78 | wind | 1.0 | 43200 | > th | dose independent | rect. | 11 | 2 |
330 | 32.78 | wind | 1.0 | 43200 | > th | dose independent | rect. | 15 | 11 |
338 | 32.79 | wind | 1.0 | 90 | > th | dose independent | rect. | 4 | 4 |
386 | 32.88 | wind | 1.0 | 10 | > th | dose independent | rect. | 4 | 5 |
404 | 32.89 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 23 | 8 |
444 | 32.92 | temperature | 15.0 | 270 | > th | dose independent | rect. | 7 | 19 |
452 | 32.93 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 22 | 1 |
463 | 32.95 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 17 | 13 |
468 | 32.95 | wind | 3.0 | 43200 | < th | dose dependent | sin | 14 | NA |
475 | 32.97 | humidity | 90.0 | 720 | < th | dose independent | rect. | 16 | 3 |
477 | 32.97 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 8 | 20 |
494 | 33.00 | wind | 1.0 | 43200 | > th | dose independent | rect. | 8 | 6 |
499 | 33.00 | wind | 1.0 | 43200 | < th | dose dependent | sin | 17 | NA |
514 | 33.02 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 10 | 21 |
530 | 33.05 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 21 |
539 | 33.05 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 21 |
570 | 33.08 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 17 | 13 |
672 | 33.16 | temperature | 25.0 | 720 | < th | dose independent | rect. | 24 | 3 |
706 | 33.19 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 14 | 14 |
708 | 33.19 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 19 |
713 | 33.19 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 14 | 14 |
714 | 33.19 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 15 | 16 |
716 | 33.19 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 19 |
717 | 33.20 | humidity | 80.0 | 270 | > th | dose independent | rect. | 3 | 3 |
743 | 33.22 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 4 | 1 |
788 | 33.25 | wind | 1.0 | 43200 | > th | dose independent | rect. | 16 | 22 |
796 | 33.26 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 22 | 14 |
802 | 33.27 | wind | 1.0 | 43200 | > th | dose independent | no | NA | NA |
805 | 33.27 | humidity | 80.0 | 270 | > th | dose independent | rect. | 2 | 5 |
830 | 33.28 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 17 | 7 |
851 | 33.29 | wind | 1.0 | 43200 | > th | dose independent | rect. | 18 | 23 |
871 | 33.31 | humidity | 80.0 | 43200 | > th | dose independent | sin | 13 | NA |
878 | 33.31 | wind | 1.0 | 43200 | > th | dose independent | rect. | 21 | 23 |
881 | 33.31 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 11 | 3 |
889 | 33.32 | radiation | 20.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
928 | 33.34 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 24 | 4 |
962 | 33.36 | humidity | 80.0 | 43200 | < th | dose independent | sin | 13 | NA |
977 | 33.37 | wind | 3.0 | 14400 | < th | dose independent | rect. | 17 | 13 |
987 | 33.37 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 15 | 16 |
988 | 33.37 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 20 | 21 |
990 | 33.37 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 18 | 23 |
999 | 33.38 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 20 | 23 |