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Os12g0611700 |
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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.95 | 0.235 | 12.4 | 0.23 | 0.449 | 0.303 | 0.261 | 0.553 | 0.276 | 17.2 | 0.03005 | 117 | -- | -- |
26.41 | 0.241 | 12.4 | 0.237 | 0.351 | 0.0998 | 0.529 | -- | 0.264 | 19.9 | 0.03005 | 117 | -- | -- |
25.12 | 0.233 | 12.4 | 0.221 | 0.45 | 0.3 | -- | 0.537 | 0.273 | 17.2 | 0.03999 | 116 | -- | -- |
26.53 | 0.24 | 12.3 | 0.235 | 0.437 | 0.301 | -- | -- | 0.286 | 17.2 | 0.04 | 122 | -- | -- |
30.97 | 0.261 | 12.3 | 0.211 | -- | 0.232 | -- | 0.386 | 0.264 | -- | 0.03999 | 116 | -- | -- |
26.76 | 0.243 | 12.4 | 0.234 | 0.425 | -- | 0.59 | -- | 0.257 | 20.6 | -- | -- | -- | -- |
27.82 | 0.247 | 12.4 | 0.217 | 0.429 | -- | -- | -- | 0.258 | 20.3 | -- | -- | -- | -- |
31.93 | 0.264 | 12.3 | 0.225 | -- | 0.235 | -- | -- | 0.268 | -- | 0.03999 | 116 | -- | -- |
28.1 | 0.247 | 12.3 | -- | 0.428 | 0.279 | -- | -- | 0.26 | 17.3 | 0.03997 | 123 | -- | -- |
38.02 | 0.288 | 12.3 | 0.214 | -- | -- | -- | -- | 0.254 | -- | -- | -- | -- | -- |
29.06 | 0.252 | 12.4 | -- | 0.428 | -- | -- | -- | 0.234 | 20.3 | -- | -- | -- | -- |
33.26 | 0.269 | 12.4 | -- | -- | 0.233 | -- | -- | 0.243 | -- | 0.03999 | 116 | -- | -- |
39.22 | 0.292 | 12.4 | -- | -- | -- | -- | -- | 0.23 | -- | -- | -- | -- | -- |
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 | 22.32 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 3 | 6 |
5 | 22.48 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 4 | 1 |
6 | 22.49 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 1 | 6 |
7 | 22.52 | humidity | 90.0 | 10 | < th | dose independent | rect. | 2 | 7 |
11 | 22.64 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 2 | 4 |
13 | 22.65 | temperature | 25.0 | 10 | > th | dose independent | rect. | 1 | 8 |
34 | 23.02 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 4 | 5 |
56 | 23.24 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 2 | 5 |
59 | 23.26 | temperature | 25.0 | 10 | > th | dose independent | rect. | 1 | 10 |
60 | 23.26 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 4 | 5 |
65 | 23.29 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 4 | 1 |
123 | 23.64 | wind | 5.0 | 30 | < th | dose independent | rect. | 4 | 5 |
130 | 23.67 | humidity | 50.0 | 30 | > th | dose independent | rect. | 9 | 8 |
143 | 23.70 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
146 | 23.70 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
147 | 23.70 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 5 |
148 | 23.70 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 19 |
163 | 23.75 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 5 | 5 |
164 | 23.75 | temperature | 10.0 | 10 | > th | dose independent | rect. | 9 | 7 |
166 | 23.75 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 9 | 7 |
167 | 23.75 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 9 | 7 |
168 | 23.75 | temperature | 10.0 | 10 | > th | dose independent | rect. | 16 | 17 |
170 | 23.75 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 9 | 7 |
175 | 23.77 | wind | 5.0 | 270 | < th | dose independent | rect. | 4 | 1 |
176 | 23.77 | wind | 1.0 | 270 | > th | dose independent | rect. | 14 | 17 |
177 | 23.77 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 16 | 17 |
179 | 23.77 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 16 | 17 |
190 | 23.78 | temperature | 15.0 | 30 | > th | dose independent | rect. | 9 | 19 |
191 | 23.78 | humidity | 50.0 | 30 | > th | dose independent | rect. | 9 | 19 |
198 | 23.80 | wind | 9.0 | 30 | < th | dose independent | rect. | 9 | 7 |
201 | 23.81 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 9 | 7 |
207 | 23.83 | wind | 9.0 | 30 | < th | dose independent | rect. | 16 | 17 |
213 | 23.84 | radiation | 40.0 | 30 | < th | dose independent | rect. | 16 | 17 |
214 | 23.84 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 19 |
215 | 23.84 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 21 |
233 | 23.89 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 4 | 5 |
240 | 23.89 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 16 | 17 |
242 | 23.89 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 4 | 5 |
247 | 23.90 | temperature | 10.0 | 30 | > th | dose independent | rect. | 4 | 5 |
249 | 23.90 | temperature | 30.0 | 30 | < th | dose independent | rect. | 4 | 5 |
250 | 23.90 | humidity | 50.0 | 30 | > th | dose independent | rect. | 4 | 5 |
252 | 23.90 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 4 | 5 |
253 | 23.90 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 4 | 5 |
257 | 23.90 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 4 | 1 |
259 | 23.90 | wind | 9.0 | 30 | < th | dose dependent | rect. | 4 | 5 |
264 | 23.91 | wind | 9.0 | 30 | < th | dose independent | rect. | 9 | 19 |
265 | 23.91 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 1 |
271 | 23.92 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 9 | 19 |
275 | 23.92 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 9 | 19 |
277 | 23.93 | wind | 5.0 | 270 | < th | dose independent | rect. | 2 | 5 |
279 | 23.93 | wind | 1.0 | 30 | > th | dose independent | rect. | 9 | 7 |
282 | 23.93 | wind | 5.0 | 270 | < th | dose independent | rect. | 17 | 10 |
284 | 23.93 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 9 | 19 |
287 | 23.94 | radiation | 1.0 | 10 | > th | dose independent | rect. | 9 | 7 |
298 | 23.95 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 7 |
305 | 23.96 | wind | 1.0 | 30 | > th | dose independent | rect. | 4 | 5 |
306 | 23.96 | radiation | 40.0 | 30 | < th | dose independent | rect. | 4 | 5 |
322 | 23.98 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 6 |
324 | 23.99 | wind | 5.0 | 270 | < th | dose independent | rect. | 3 | 3 |
327 | 23.99 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 7 |
331 | 23.99 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 15 |
333 | 23.99 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 17 | 17 |
342 | 23.99 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 15 |
347 | 24.00 | temperature | 15.0 | 270 | > th | dose independent | rect. | 18 | 9 |
348 | 24.00 | humidity | 50.0 | 10 | > th | dose independent | rect. | 17 | 16 |
359 | 24.01 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 17 |
360 | 24.01 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 23 |
365 | 24.01 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 17 |
366 | 24.02 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 2 |
378 | 24.02 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 7 |
401 | 24.03 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 7 |
402 | 24.03 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 7 |
403 | 24.03 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 7 |
404 | 24.03 | temperature | 10.0 | 270 | > th | dose independent | rect. | 14 | 17 |
406 | 24.03 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 16 | 17 |
421 | 24.05 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 7 |
422 | 24.05 | temperature | 15.0 | 270 | > th | dose independent | rect. | 3 | 15 |
427 | 24.05 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 7 |
439 | 24.06 | radiation | 1.0 | 30 | > th | dose independent | rect. | 18 | 15 |
448 | 24.07 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 1 |
450 | 24.07 | humidity | 60.0 | 270 | > th | dose independent | rect. | 18 | 9 |
452 | 24.07 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 1 |
458 | 24.08 | radiation | 1.0 | 270 | < th | dose independent | rect. | 18 | 9 |
465 | 24.09 | radiation | 1.0 | 90 | < th | dose independent | sin | 12 | NA |
467 | 24.09 | temperature | 30.0 | 270 | < th | dose independent | rect. | 18 | 9 |
504 | 24.12 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 18 | 9 |
511 | 24.12 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 9 | 19 |
512 | 24.12 | radiation | 1.0 | 90 | < th | dose dependent | sin | 12 | NA |
516 | 24.12 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 18 | 9 |
517 | 24.12 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 18 | 9 |
518 | 24.13 | humidity | 80.0 | 270 | > th | dose independent | rect. | 4 | 1 |
531 | 24.14 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 1 |
533 | 24.14 | temperature | 30.0 | 270 | < th | dose independent | rect. | 4 | 1 |
534 | 24.14 | humidity | 50.0 | 270 | > th | dose independent | rect. | 4 | 1 |
537 | 24.14 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 1 |
538 | 24.14 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 4 | 1 |
540 | 24.14 | radiation | 1.0 | 270 | < th | dose independent | rect. | 4 | 1 |
549 | 24.14 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 18 | 9 |
556 | 24.14 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 15 |
561 | 24.14 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 19 |
562 | 24.14 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 23 |
563 | 24.14 | wind | 9.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
564 | 24.14 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
581 | 24.15 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 19 | 9 |
598 | 24.17 | radiation | 1.0 | 30 | > th | dose independent | rect. | 5 | 4 |
605 | 24.17 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 5 |
627 | 24.17 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 5 |
629 | 24.17 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 12 | 11 |
638 | 24.18 | wind | 9.0 | 270 | < th | dose independent | rect. | 14 | 17 |
640 | 24.18 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 21 |
700 | 24.20 | wind | 9.0 | 270 | < th | dose dependent | rect. | 2 | 5 |
704 | 24.21 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 3 |
715 | 24.21 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 3 |
746 | 24.23 | wind | 1.0 | 270 | > th | dose independent | rect. | 2 | 5 |
785 | 24.24 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 14 | 17 |
807 | 24.25 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 7 |
815 | 24.25 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 19 |
821 | 24.25 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 19 |
827 | 24.26 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 5 |
835 | 24.26 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 5 |
837 | 24.26 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 5 |
849 | 24.26 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 19 |
877 | 24.27 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 9 |
880 | 24.28 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 7 |
895 | 24.29 | humidity | 80.0 | 270 | > th | dose independent | rect. | 3 | 3 |
897 | 24.29 | radiation | 10.0 | 270 | < th | dose independent | rect. | 3 | 3 |
905 | 24.29 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 19 |
913 | 24.29 | wind | 9.0 | 270 | < th | dose dependent | rect. | 18 | 9 |
953 | 24.31 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 15 |
967 | 24.31 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 17 | 14 |
972 | 24.32 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 7 |
989 | 24.33 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 3 |
991 | 24.33 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 3 |
992 | 24.33 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 3 |
995 | 24.33 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 3 |
996 | 24.33 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 3 |