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Os09g0346700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF810 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30.61 | 0.26 | 11 | 1.13 | 0.281 | 0.424 | 0.541 | 0.43 | 0.401 | 18.4 | 90.77 | 264 | -- | -- |
30.82 | 0.259 | 11 | 1.14 | 0.267 | 0.431 | 0.366 | -- | 0.404 | 18.5 | 91.2 | 254 | -- | -- |
31.12 | 0.26 | 11 | 1.14 | 0.265 | 0.413 | -- | 0.113 | 0.401 | 18.5 | 91.22 | 254 | -- | -- |
31.14 | 0.26 | 11 | 1.14 | 0.259 | 0.416 | -- | -- | 0.401 | 18.5 | 91.31 | 248 | -- | -- |
32.4 | 0.265 | 11 | 1.17 | -- | 0.319 | -- | -0.362 | 0.433 | -- | 91 | 1667 | -- | -- |
33.75 | 0.272 | 11 | 1.18 | 0.126 | -- | 0.201 | -- | 0.341 | 20.6 | -- | -- | -- | -- |
33.88 | 0.273 | 11 | 1.18 | 0.126 | -- | -- | -- | 0.341 | 20.5 | -- | -- | -- | -- |
32.59 | 0.266 | 11 | 1.12 | -- | 0.313 | -- | -- | 0.416 | -- | 90.14 | 1665 | -- | -- |
62.21 | 0.367 | 11 | -- | 0.203 | 0.661 | -- | -- | 0.373 | 19.6 | 89.14 | 1826 | -- | -- |
34.77 | 0.276 | 11 | 1.17 | -- | -- | -- | -- | 0.339 | -- | -- | -- | -- | -- |
70.31 | 0.392 | 11 | -- | 0.123 | -- | -- | -- | 0.21 | 21.2 | -- | -- | -- | -- |
64.11 | 0.373 | 11 | -- | -- | 0.571 | -- | -- | 0.347 | -- | 88.86 | 1694 | -- | -- |
71.19 | 0.394 | 11 | -- | -- | -- | -- | -- | 0.209 | -- | -- | -- | -- | -- |
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 | 27.19 | temperature | 20.0 | 270 | > th | dose independent | rect. | 13 | 17 |
4 | 27.53 | temperature | 20.0 | 90 | > th | dose independent | rect. | 15 | 16 |
7 | 27.60 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 15 | 16 |
9 | 27.69 | temperature | 20.0 | 10 | > th | dose independent | rect. | 15 | 18 |
28 | 28.01 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 13 | 17 |
47 | 28.25 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 6 | 7 |
71 | 28.46 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 22 | 9 |
73 | 28.48 | radiation | 1.0 | 90 | < th | dose dependent | sin | 14 | NA |
83 | 28.59 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 9 |
84 | 28.60 | radiation | 1.0 | 90 | > th | dose independent | rect. | 15 | 15 |
86 | 28.62 | humidity | 50.0 | 270 | > th | dose independent | rect. | 16 | 22 |
89 | 28.63 | radiation | 10.0 | 270 | < th | dose independent | rect. | 16 | 10 |
91 | 28.63 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 20 |
92 | 28.63 | humidity | 50.0 | 90 | > th | dose independent | rect. | 19 | 20 |
96 | 28.65 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 16 | 10 |
97 | 28.66 | wind | 1.0 | 30 | > th | dose independent | rect. | 19 | 20 |
105 | 28.70 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 19 | 9 |
108 | 28.72 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 9 |
116 | 28.74 | humidity | 90.0 | 270 | < th | dose independent | rect. | 1 | 12 |
120 | 28.75 | radiation | 1.0 | 90 | < th | dose independent | sin | 14 | NA |
121 | 28.75 | humidity | 90.0 | 30 | < th | dose independent | rect. | 15 | 4 |
132 | 28.77 | radiation | 1.0 | 90 | > th | dose independent | sin | 14 | NA |
150 | 28.82 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 15 |
151 | 28.82 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 15 |
153 | 28.82 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 15 | 4 |
154 | 28.83 | humidity | 80.0 | 270 | > th | dose independent | rect. | 22 | 9 |
156 | 28.83 | temperature | 15.0 | 90 | > th | dose independent | rect. | 19 | 20 |
165 | 28.85 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 9 |
171 | 28.86 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 15 | 4 |
174 | 28.86 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 15 | 4 |
175 | 28.87 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 20 |
180 | 28.90 | temperature | 15.0 | 30 | > th | dose independent | rect. | 19 | 9 |
186 | 28.93 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 7 |
187 | 28.93 | wind | 9.0 | 90 | < th | dose independent | rect. | 19 | 20 |
193 | 28.95 | temperature | 20.0 | 90 | > th | dose independent | rect. | 15 | 4 |
194 | 28.95 | radiation | 1.0 | 270 | > th | dose independent | rect. | 13 | 4 |
195 | 28.95 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 15 |
199 | 28.95 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 15 |
206 | 28.97 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 19 | 20 |
207 | 28.97 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 6 |
209 | 28.97 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 19 | 20 |
213 | 28.98 | wind | 9.0 | 270 | < th | dose independent | rect. | 16 | 23 |
234 | 29.02 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 20 |
236 | 29.02 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 19 | 20 |
241 | 29.03 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 9 |
247 | 29.03 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 9 |
250 | 29.04 | radiation | 1.0 | 270 | > th | dose independent | rect. | 15 | 1 |
251 | 29.04 | wind | 1.0 | 30 | > th | dose independent | rect. | 15 | 4 |
252 | 29.04 | temperature | 10.0 | 90 | > th | dose independent | rect. | 15 | 4 |
254 | 29.04 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 16 | 4 |
257 | 29.04 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 15 | 4 |
261 | 29.04 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 15 |
263 | 29.04 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 20 | 20 |
268 | 29.05 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 4 | 15 |
272 | 29.05 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 4 | 15 |
290 | 29.07 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 22 | 9 |
293 | 29.08 | wind | 7.0 | 270 | < th | dose independent | rect. | 6 | 7 |
294 | 29.08 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 19 | 9 |
295 | 29.08 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 19 | 9 |
301 | 29.09 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 15 | 1 |
305 | 29.10 | radiation | 40.0 | 90 | < th | dose independent | rect. | 13 | 6 |
311 | 29.11 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 4 |
313 | 29.11 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 13 | 4 |
315 | 29.11 | radiation | 40.0 | 90 | < th | dose independent | rect. | 15 | 4 |
316 | 29.11 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 15 |
325 | 29.12 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 4 |
326 | 29.12 | humidity | 50.0 | 10 | > th | dose independent | rect. | 9 | 6 |
328 | 29.12 | wind | 1.0 | 270 | > th | dose independent | rect. | 17 | 9 |
330 | 29.12 | temperature | 30.0 | 30 | < th | dose independent | rect. | 19 | 9 |
331 | 29.12 | humidity | 50.0 | 30 | > th | dose independent | rect. | 19 | 9 |
333 | 29.12 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 19 | 9 |
334 | 29.12 | radiation | 1.0 | 30 | < th | dose independent | rect. | 19 | 9 |
341 | 29.12 | temperature | 10.0 | 30 | > th | dose independent | rect. | 4 | 15 |
343 | 29.12 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 4 | 15 |
346 | 29.12 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 4 |
348 | 29.12 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 19 | 9 |
352 | 29.13 | wind | 9.0 | 30 | < th | dose independent | rect. | 15 | 4 |
361 | 29.14 | radiation | 1.0 | 90 | > th | dose independent | rect. | 15 | 4 |
386 | 29.15 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 20 |
390 | 29.15 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 20 |
391 | 29.16 | wind | 9.0 | 30 | < th | dose independent | rect. | 19 | 9 |
398 | 29.16 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 13 | 4 |
416 | 29.19 | temperature | 10.0 | 270 | > th | dose independent | rect. | 15 | 1 |
418 | 29.19 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 15 | 1 |
420 | 29.19 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 13 | 4 |
423 | 29.19 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 23 |
424 | 29.20 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 15 | 1 |
425 | 29.20 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 4 |
427 | 29.20 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 15 | 1 |
433 | 29.21 | humidity | 80.0 | 90 | < th | dose independent | rect. | 19 | 20 |
461 | 29.24 | humidity | 90.0 | 270 | > th | dose independent | rect. | 1 | 7 |
462 | 29.24 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 7 | 8 |
481 | 29.24 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 7 | 8 |
490 | 29.24 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 9 | 19 |
494 | 29.25 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 15 | 1 |
497 | 29.26 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 15 | 4 |
498 | 29.26 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 7 |
501 | 29.26 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 9 |
513 | 29.27 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 1 |
516 | 29.27 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 15 | 16 |
529 | 29.28 | wind | 1.0 | 270 | > th | dose independent | rect. | 15 | 1 |
578 | 29.30 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 7 | 8 |
590 | 29.30 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 1 | 6 |
609 | 29.32 | wind | 1.0 | 270 | > th | dose independent | rect. | 13 | 4 |
611 | 29.32 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 7 |
613 | 29.32 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 7 |
620 | 29.32 | wind | 9.0 | 30 | < th | dose independent | rect. | 4 | 15 |
621 | 29.32 | temperature | 10.0 | 90 | > th | dose independent | rect. | 15 | 16 |
622 | 29.32 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 17 |
633 | 29.33 | temperature | 20.0 | 270 | > th | dose independent | rect. | 22 | 9 |
644 | 29.34 | wind | 1.0 | 10 | > th | dose independent | rect. | 9 | 6 |
656 | 29.34 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 13 | 17 |
671 | 29.35 | humidity | 80.0 | 270 | > th | dose dependent | sin | 8 | NA |
684 | 29.36 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 15 | 16 |
692 | 29.36 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 15 | 16 |
693 | 29.36 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 5 | 23 |
701 | 29.37 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 15 | 4 |
712 | 29.38 | radiation | 40.0 | 90 | < th | dose independent | rect. | 15 | 16 |
720 | 29.39 | radiation | 40.0 | 270 | < th | dose independent | rect. | 15 | 1 |
722 | 29.39 | wind | 1.0 | 90 | > th | dose independent | rect. | 7 | 8 |
725 | 29.39 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 17 |
726 | 29.39 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 13 | 17 |
736 | 29.40 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 15 | 1 |
742 | 29.40 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 15 |
743 | 29.40 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 20 |
754 | 29.41 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 15 | 18 |
760 | 29.42 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 17 |
767 | 29.42 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 17 |
772 | 29.43 | wind | 9.0 | 90 | < th | dose independent | rect. | 15 | 16 |
818 | 29.46 | radiation | 1.0 | 270 | < th | dose independent | rect. | 11 | 15 |
822 | 29.46 | humidity | 80.0 | 10 | < th | dose independent | rect. | 20 | 19 |
825 | 29.46 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 22 |
830 | 29.46 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 22 |
846 | 29.48 | humidity | 90.0 | 270 | < th | dose independent | rect. | 15 | 1 |
854 | 29.48 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 15 | 4 |
860 | 29.49 | humidity | 60.0 | 270 | > th | dose independent | rect. | 6 | 20 |
888 | 29.52 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 6 |
926 | 29.54 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 4 | 15 |
931 | 29.54 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 15 | 1 |