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Os02g0658300 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46.46 | 0.32 | 9.58 | -0.0736 | 0.812 | -0.923 | 0.612 | 0.312 | -0.14 | 16.6 | 36.51 | 90 | -- | -- |
46.69 | 0.318 | 9.57 | -0.0649 | 0.834 | -0.957 | 0.468 | -- | -0.135 | 16.5 | 42.5 | 86 | -- | -- |
47.2 | 0.32 | 9.57 | -0.067 | 0.85 | -0.909 | -- | 0.0136 | -0.134 | 16.3 | 41.82 | 90 | -- | -- |
47.14 | 0.32 | 9.57 | -0.0574 | 0.886 | -0.912 | -- | -- | -0.119 | 16.2 | 45.09 | 69 | -- | -- |
54.45 | 0.344 | 9.56 | -0.108 | -- | -1.25 | -- | 0.0857 | -0.126 | -- | 13.78 | 288 | -- | -- |
59.99 | 0.363 | 9.55 | -0.0385 | 1.35 | -- | 0.126 | -- | -0.0738 | 14.8 | -- | -- | -- | -- |
60.04 | 0.363 | 9.55 | -0.0355 | 1.35 | -- | -- | -- | -0.0731 | 14.8 | -- | -- | -- | -- |
54.41 | 0.344 | 9.57 | -0.0996 | -- | -1.24 | -- | -- | -0.145 | -- | 13.7 | 288 | -- | -- |
47.2 | 0.32 | 9.57 | -- | 0.883 | -0.94 | -- | -- | -0.118 | 16.3 | 45.59 | 69 | -- | -- |
165.37 | 0.601 | 9.56 | -0.0929 | -- | -- | -- | -- | -0.107 | -- | -- | -- | -- | -- |
60.08 | 0.363 | 9.55 | -- | 1.35 | -- | -- | -- | -0.0691 | 14.8 | -- | -- | -- | -- |
54.66 | 0.344 | 9.56 | -- | -- | -1.24 | -- | -- | -0.133 | -- | 13.3 | 289 | -- | -- |
165.59 | 0.601 | 9.55 | -- | -- | -- | -- | -- | -0.0971 | -- | -- | -- | -- | -- |
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 | 38.92 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 2 | 16 |
7 | 39.38 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 13 | 20 |
8 | 39.72 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 15 | 18 |
9 | 39.79 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 13 | 18 |
12 | 39.87 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 9 | 18 |
18 | 40.14 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 19 |
26 | 40.28 | wind | 7.0 | 270 | < th | dose independent | rect. | 7 | 19 |
34 | 40.44 | radiation | 10.0 | 270 | < th | dose independent | rect. | 2 | 16 |
42 | 40.64 | radiation | 20.0 | 90 | < th | dose independent | rect. | 15 | 18 |
46 | 40.71 | radiation | 20.0 | 90 | < th | dose independent | rect. | 13 | 20 |
51 | 40.76 | radiation | 30.0 | 270 | < th | dose independent | rect. | 13 | 18 |
52 | 40.77 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 2 | 7 |
62 | 40.94 | radiation | 40.0 | 270 | < th | dose independent | rect. | 11 | 20 |
63 | 40.96 | wind | 7.0 | 270 | < th | dose independent | rect. | 6 | 21 |
65 | 40.98 | radiation | 20.0 | 270 | < th | dose independent | rect. | 1 | 8 |
72 | 41.09 | radiation | 10.0 | 270 | < th | dose independent | rect. | 2 | 6 |
74 | 41.12 | wind | 7.0 | 270 | < th | dose independent | rect. | 8 | 17 |
131 | 41.63 | wind | 7.0 | 270 | < th | dose independent | rect. | 7 | 8 |
144 | 41.76 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 15 | 16 |
152 | 41.82 | radiation | 10.0 | 270 | < th | dose dependent | sin | 3 | NA |
155 | 41.84 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 5 | 15 |
157 | 41.86 | radiation | 10.0 | 270 | < th | dose independent | rect. | 2 | 13 |
181 | 42.00 | radiation | 40.0 | 270 | < th | dose independent | rect. | 2 | 16 |
183 | 42.02 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 8 |
185 | 42.02 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 8 |
197 | 42.08 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 5 |
199 | 42.08 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 19 |
200 | 42.08 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 5 |
201 | 42.08 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 19 |
209 | 42.14 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 8 |
221 | 42.21 | humidity | 70.0 | 270 | > th | dose independent | rect. | 2 | 5 |
223 | 42.22 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 8 |
224 | 42.22 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 8 |
225 | 42.22 | temperature | 10.0 | 270 | > th | dose independent | rect. | 15 | 16 |
240 | 42.30 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 5 |
241 | 42.30 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 5 |
243 | 42.30 | temperature | 30.0 | 270 | < th | dose independent | rect. | 2 | 5 |
244 | 42.30 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 5 |
246 | 42.30 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 5 |
247 | 42.30 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 5 |
249 | 42.30 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 19 |
261 | 42.35 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 5 | 17 |
286 | 42.44 | wind | 1.0 | 270 | > th | dose independent | rect. | 2 | 5 |
296 | 42.50 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 7 |
300 | 42.51 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 7 |
307 | 42.55 | radiation | 1.0 | 10 | > th | dose independent | rect. | 9 | 9 |
318 | 42.61 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 3 |
321 | 42.61 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 3 |
323 | 42.62 | radiation | 40.0 | 90 | < th | dose independent | rect. | 4 | 16 |
338 | 42.68 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 19 |
349 | 42.72 | humidity | 70.0 | 270 | > th | dose independent | rect. | 1 | 7 |
357 | 42.74 | radiation | 20.0 | 90 | < th | dose independent | rect. | 17 | 16 |
360 | 42.74 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 17 |
361 | 42.74 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 17 |
365 | 42.75 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 21 |
368 | 42.75 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 21 |
375 | 42.79 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 7 |
376 | 42.79 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 7 |
393 | 42.87 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 3 |
394 | 42.87 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 3 |
396 | 42.87 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 3 |
397 | 42.87 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 3 |
400 | 42.87 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 3 |
401 | 42.87 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 3 |
405 | 42.87 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 21 |
416 | 42.92 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 2 | 5 |
418 | 42.93 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 15 | 16 |
419 | 42.93 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 15 | 16 |
423 | 42.95 | radiation | 20.0 | 10 | < th | dose independent | rect. | 5 | 17 |
435 | 42.98 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 7 |
440 | 42.99 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 7 |
442 | 42.99 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 7 |
443 | 42.99 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 7 |
445 | 42.99 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 7 |
446 | 42.99 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 7 |
448 | 42.99 | temperature | 10.0 | 270 | > th | dose independent | rect. | 8 | 17 |
453 | 43.00 | radiation | 20.0 | 10 | < th | dose independent | rect. | 5 | 15 |
466 | 43.04 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 16 |
485 | 43.14 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 7 | 7 |
512 | 43.21 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 7 |
524 | 43.24 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 23 |
528 | 43.25 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 12 | 21 |
531 | 43.27 | wind | 1.0 | 270 | > th | dose independent | rect. | 14 | 17 |
548 | 43.30 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 17 |
575 | 43.36 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 3 | 3 |
608 | 43.45 | radiation | 40.0 | 270 | < th | dose independent | rect. | 12 | 8 |
614 | 43.46 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 2 | 5 |
617 | 43.48 | radiation | 40.0 | 10 | < th | dose independent | rect. | 4 | 16 |
627 | 43.51 | radiation | 1.0 | 270 | > th | dose independent | sin | 2 | NA |
650 | 43.61 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 4 | 16 |
684 | 43.69 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 19 |
697 | 43.71 | wind | 7.0 | 270 | < th | dose independent | rect. | 19 | 7 |
733 | 43.83 | humidity | 50.0 | 30 | > th | dose independent | rect. | 17 | 16 |
776 | 43.90 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 7 |
783 | 43.92 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 3 |
814 | 43.99 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 8 |
817 | 43.99 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 18 | 16 |
847 | 44.02 | humidity | 60.0 | 270 | > th | dose independent | rect. | 19 | 7 |
852 | 44.03 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 17 | 15 |
860 | 44.04 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 7 |
861 | 44.04 | temperature | 30.0 | 270 | < th | dose independent | rect. | 19 | 7 |
863 | 44.04 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 7 |
864 | 44.04 | radiation | 1.0 | 270 | < th | dose independent | rect. | 19 | 7 |
869 | 44.04 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 17 |
870 | 44.04 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 17 |
872 | 44.04 | radiation | 40.0 | 90 | < th | dose dependent | sin | 2 | NA |
873 | 44.04 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 19 | 7 |
879 | 44.05 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 19 | 7 |
882 | 44.05 | radiation | 40.0 | 10 | < th | dose independent | rect. | 4 | 18 |
884 | 44.05 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 19 | 7 |
888 | 44.07 | radiation | 10.0 | 270 | < th | dose independent | sin | 4 | NA |
917 | 44.11 | wind | 9.0 | 270 | < th | dose dependent | rect. | 2 | 5 |
942 | 44.17 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 5 |
950 | 44.19 | radiation | 1.0 | 270 | < th | dose independent | sin | 2 | NA |
957 | 44.20 | temperature | 10.0 | 90 | > th | dose independent | rect. | 17 | 15 |
972 | 44.23 | wind | 9.0 | 270 | < th | dose dependent | rect. | 19 | 7 |
977 | 44.24 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 3 |
989 | 44.27 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 3 |