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Os08g0540100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Biotin synthase (EC 2.8.1.6) (Biotin synthetase).
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.54 | 0.272 | 11.1 | 0.144 | 0.606 | 0.437 | 0.5 | -1.34 | -0.243 | 20.2 | 20.52 | 816 | -- | -- |
38.03 | 0.287 | 11.1 | 0.37 | 0.607 | 0.596 | 0.151 | -- | -0.209 | 20.2 | 20.5 | 942 | -- | -- |
34.21 | 0.272 | 11.1 | 0.157 | 0.604 | 0.452 | -- | -1.18 | -0.236 | 20.2 | 20.5 | 842 | -- | -- |
34.78 | 0.275 | 11.1 | 0.168 | 0.635 | 0.939 | -- | -- | -0.228 | 20 | 18.5 | 2387 | -- | -- |
53.89 | 0.342 | 11 | 0.115 | -- | 0.55 | -- | -1.08 | -0.217 | -- | 20.6 | 795 | -- | -- |
47.68 | 0.324 | 11 | 0.605 | 0.659 | -- | 0.106 | -- | -0.0596 | 20.5 | -- | -- | -- | -- |
47.72 | 0.323 | 11 | 0.602 | 0.659 | -- | -- | -- | -0.0596 | 20.5 | -- | -- | -- | -- |
56.5 | 0.35 | 11 | 0.284 | -- | 0.988 | -- | -- | -0.197 | -- | 18.73 | 713 | -- | -- |
35.41 | 0.277 | 11.1 | -- | 0.641 | 1.02 | -- | -- | -0.256 | 20.1 | 18.6 | 2401 | -- | -- |
72 | 0.396 | 11 | 0.599 | -- | -- | -- | -- | -0.066 | -- | -- | -- | -- | -- |
57.26 | 0.354 | 11 | -- | 0.657 | -- | -- | -- | -0.127 | 20.6 | -- | -- | -- | -- |
57.39 | 0.353 | 11 | -- | -- | 1.11 | -- | -- | -0.289 | -- | 18.3 | 2256 | -- | -- |
81.45 | 0.421 | 11 | -- | -- | -- | -- | -- | -0.132 | -- | -- | -- | -- | -- |
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 | 33.69 | temperature | 20 | 720 | > th | dose independent | rect. | 4 | 2 |
2 | 33.75 | temperature | 15 | 720 | > th | dose dependent | rect. | 19 | 21 |
5 | 33.83 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 21 |
6 | 33.85 | temperature | 20 | 720 | < th | dose independent | rect. | 22 | 20 |
17 | 34.03 | temperature | 20 | 720 | > th | dose independent | rect. | 9 | 22 |
31 | 34.14 | temperature | 25 | 720 | < th | dose dependent | rect. | 21 | 22 |
73 | 34.33 | temperature | 25 | 720 | < th | dose dependent | rect. | 14 | 20 |
78 | 34.35 | temperature | 20 | 4320 | < th | dose independent | rect. | 18 | 5 |
87 | 34.37 | temperature | 20 | 720 | < th | dose independent | rect. | 10 | 22 |
91 | 34.38 | temperature | 20 | 720 | > th | dose independent | sin | 9 | NA |
99 | 34.40 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 5 |
111 | 34.43 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 6 |
139 | 34.50 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
150 | 34.53 | temperature | 20 | 720 | < th | dose independent | sin | 10 | NA |
185 | 34.60 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 12 |
214 | 34.65 | temperature | 20 | 720 | > th | dose independent | no | NA | NA |
246 | 34.70 | temperature | 10 | 720 | > th | dose dependent | rect. | 8 | 23 |
249 | 34.71 | temperature | 20 | 720 | > th | dose independent | rect. | 21 | 10 |
250 | 34.71 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 23 |
258 | 34.74 | temperature | 20 | 720 | < th | dose independent | no | NA | NA |
260 | 34.74 | temperature | 20 | 720 | > th | dose independent | rect. | 23 | 8 |
275 | 34.76 | temperature | 25 | 720 | < th | dose dependent | sin | 10 | NA |
276 | 34.76 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 15 |
299 | 34.80 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 16 |
305 | 34.80 | temperature | 10 | 720 | > th | dose dependent | sin | 10 | NA |
308 | 34.81 | radiation | 30 | 4320 | < th | dose independent | rect. | 16 | 16 |
313 | 34.82 | radiation | 10 | 4320 | > th | dose dependent | rect. | 5 | 3 |
337 | 34.83 | temperature | 10 | 720 | > th | dose dependent | rect. | 10 | 23 |
354 | 34.86 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 23 |
357 | 34.87 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 1 |
374 | 34.88 | temperature | 25 | 720 | < th | dose dependent | rect. | 4 | 23 |
411 | 34.95 | temperature | 15 | 720 | > th | dose dependent | rect. | 12 | 23 |
413 | 34.96 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 23 |
416 | 34.97 | temperature | 20 | 720 | < th | dose independent | rect. | 21 | 10 |
442 | 35.00 | temperature | 10 | 720 | > th | dose dependent | no | NA | NA |
444 | 35.00 | temperature | 15 | 720 | > th | dose dependent | rect. | 14 | 23 |
478 | 35.06 | humidity | 60 | 43200 | < th | dose dependent | rect. | 14 | 4 |
497 | 35.08 | humidity | 60 | 43200 | < th | dose dependent | rect. | 15 | 2 |
532 | 35.15 | temperature | 20 | 720 | < th | dose independent | rect. | 3 | 23 |
533 | 35.15 | humidity | 60 | 43200 | < th | dose dependent | rect. | 8 | 1 |
579 | 35.21 | humidity | 50 | 43200 | > th | dose independent | rect. | 8 | 1 |
590 | 35.21 | temperature | 15 | 720 | > th | dose dependent | rect. | 23 | 23 |
600 | 35.24 | humidity | 50 | 43200 | > th | dose independent | rect. | 15 | 2 |
601 | 35.24 | humidity | 50 | 43200 | < th | dose independent | rect. | 15 | 2 |
627 | 35.26 | humidity | 50 | 43200 | < th | dose dependent | rect. | 15 | 18 |
679 | 35.30 | humidity | 50 | 43200 | < th | dose dependent | rect. | 15 | 21 |
687 | 35.31 | humidity | 60 | 43200 | < th | dose independent | rect. | 15 | 21 |
715 | 35.32 | temperature | 10 | 720 | > th | dose dependent | rect. | 3 | 23 |
716 | 35.33 | temperature | 20 | 1440 | < th | dose independent | rect. | 4 | 2 |
717 | 35.33 | humidity | 50 | 43200 | < th | dose independent | rect. | 8 | 2 |
747 | 35.35 | humidity | 60 | 43200 | > th | dose independent | rect. | 16 | 19 |
754 | 35.35 | humidity | 70 | 43200 | < th | dose dependent | rect. | 17 | 5 |
762 | 35.36 | radiation | 10 | 4320 | < th | dose independent | rect. | 19 | 11 |
764 | 35.36 | humidity | 50 | 43200 | < th | dose dependent | sin | 17 | NA |
766 | 35.36 | humidity | 80 | 43200 | < th | dose dependent | rect. | 8 | 1 |
804 | 35.38 | humidity | 60 | 43200 | > th | dose independent | rect. | 17 | 7 |
809 | 35.38 | humidity | 50 | 43200 | < th | dose dependent | sin | 11 | NA |
859 | 35.40 | temperature | 20 | 4320 | < th | dose dependent | rect. | 24 | 1 |
861 | 35.40 | temperature | 20 | 4320 | < th | dose dependent | rect. | 23 | 6 |
907 | 35.41 | humidity | 60 | 43200 | < th | dose dependent | rect. | 18 | 15 |
914 | 35.42 | humidity | 50 | 43200 | > th | dose independent | rect. | 17 | 1 |
918 | 35.42 | radiation | 20 | 4320 | < th | dose independent | rect. | 2 | 6 |
921 | 35.42 | radiation | 20 | 4320 | < th | dose independent | rect. | 18 | 14 |
957 | 35.43 | radiation | 10 | 4320 | < th | dose independent | rect. | 24 | 6 |
958 | 35.43 | humidity | 60 | 43200 | < th | dose independent | rect. | 17 | 7 |
985 | 35.43 | humidity | 50 | 43200 | < th | dose dependent | rect. | 6 | 16 |