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Os01g0509900 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
83.91 | 0.427 | 3.09 | -0.333 | 0.549 | 0.808 | -0.283 | -0.306 | -0.0589 | 23.5 | 10 | 90 | -- | -- |
83.97 | 0.427 | 3.09 | -0.287 | 0.55 | 0.801 | -0.229 | -- | -0.0467 | 23.5 | 8.475 | 89 | -- | -- |
84.19 | 0.427 | 3.09 | -0.283 | 0.553 | 0.806 | -- | -0.0313 | -0.0476 | 23.5 | 9.54 | 87 | -- | -- |
84.19 | 0.427 | 3.09 | -0.28 | 0.552 | 0.806 | -- | -- | -0.0462 | 23.5 | 9.214 | 89 | -- | -- |
92.13 | 0.447 | 3.09 | -0.381 | -- | 0.845 | -- | -0.356 | -0.0765 | -- | -3.231 | 696 | -- | -- |
90.39 | 0.446 | 3.06 | -0.122 | 0.458 | -- | -0.215 | -- | 0.0666 | 21.9 | -- | -- | -- | -- |
90.57 | 0.446 | 3.06 | -0.113 | 0.46 | -- | -- | -- | 0.0672 | 21.9 | -- | -- | -- | -- |
92.23 | 0.447 | 3.08 | -0.317 | -- | 0.839 | -- | -- | -0.0594 | -- | -0.9137 | 696 | -- | -- |
86.02 | 0.434 | 3.08 | -- | 0.563 | 0.679 | -- | -- | -0.000918 | 23.1 | 11.75 | 84 | -- | -- |
103.21 | 0.475 | 3.05 | -0.108 | -- | -- | -- | -- | 0.0671 | -- | -- | -- | -- | -- |
90.91 | 0.446 | 3.06 | -- | 0.459 | -- | -- | -- | 0.0798 | 21.8 | -- | -- | -- | -- |
94.61 | 0.453 | 3.07 | -- | -- | 0.721 | -- | -- | -0.00949 | -- | 3.94 | 675 | -- | -- |
103.52 | 0.475 | 3.05 | -- | -- | -- | -- | -- | 0.0791 | -- | -- | -- | -- | -- |
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 | 79.75 | wind | 1.0 | 270 | < th | dose dependent | rect. | 24 | 1 |
2 | 82.19 | wind | 1.0 | 270 | < th | dose independent | rect. | 23 | 2 |
3 | 82.24 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 3 | 1 |
7 | 82.24 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 3 | 1 |
11 | 82.25 | radiation | 10.0 | 720 | < th | dose independent | rect. | 16 | 1 |
12 | 82.34 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 1 |
13 | 82.40 | wind | 1.0 | 30 | < th | dose independent | rect. | 4 | 1 |
14 | 82.41 | wind | 1.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
20 | 82.75 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
22 | 82.82 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 23 | 2 |
24 | 82.84 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 20 | 1 |
26 | 82.91 | radiation | 10.0 | 4320 | > th | dose independent | rect. | 16 | 15 |
27 | 82.97 | wind | 1.0 | 4320 | < th | dose independent | rect. | 5 | 1 |
32 | 83.01 | atmosphere | 1005.0 | 90 | < th | dose dependent | rect. | 1 | 3 |
33 | 83.09 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 20 | 1 |
34 | 83.09 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 19 | 7 |
41 | 83.20 | radiation | 10.0 | 720 | < th | dose independent | rect. | 14 | 4 |
43 | 83.22 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 3 | 16 |
51 | 83.24 | atmosphere | 995.0 | 43200 | < th | dose independent | sin | 19 | NA |
52 | 83.25 | wind | 1.0 | 4320 | > th | dose independent | rect. | 5 | 1 |
53 | 83.25 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 2 | 17 |
60 | 83.26 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 24 | 5 |
61 | 83.27 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 19 | NA |
64 | 83.28 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 3 | 15 |
71 | 83.30 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 13 | 23 |
78 | 83.34 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 10 | 14 |
79 | 83.34 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 9 | 15 |
80 | 83.34 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 4 | 12 |
88 | 83.36 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 8 | 17 |
90 | 83.37 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 8 | 17 |
96 | 83.38 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 12 | 11 |
97 | 83.38 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 11 | 12 |
113 | 83.40 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 2 | NA |
118 | 83.40 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 5 | 6 |
156 | 83.48 | atmosphere | 995.0 | 43200 | < th | dose independent | sin | 2 | NA |
184 | 83.51 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 5 | 23 |
185 | 83.52 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 13 | 2 |
206 | 83.56 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 16 | 1 |
212 | 83.58 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 13 | 14 |
220 | 83.60 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 13 | 10 |
221 | 83.60 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 18 | 11 |
223 | 83.60 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 17 | 13 |
253 | 83.67 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 23 | 23 |
261 | 83.69 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 8 | 7 |
285 | 83.73 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 2 |
299 | 83.75 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 16 | 15 |
304 | 83.76 | atmosphere | 1005.0 | 1440 | < th | dose independent | rect. | 20 | 1 |
306 | 83.76 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
310 | 83.77 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 10 | 5 |
312 | 83.77 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 16 | 11 |
317 | 83.77 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 10 | 5 |
341 | 83.80 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 5 | 2 |
360 | 83.82 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 2 | NA |
362 | 83.82 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 14 | 4 |
418 | 83.90 | atmosphere | 1010.0 | 10 | < th | dose dependent | rect. | 17 | 11 |
422 | 83.91 | temperature | 10.0 | 90 | > th | dose dependent | no | NA | NA |
424 | 83.91 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 17 | 1 |
467 | 83.93 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 9 | 23 |
476 | 83.94 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 18 | 1 |
480 | 83.94 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 2 | 23 |
481 | 83.94 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 23 | 23 |
493 | 83.96 | humidity | 90.0 | 270 | > th | dose dependent | sin | 16 | NA |
512 | 83.99 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 6 | 1 |
514 | 83.99 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 18 | 7 |
521 | 84.00 | temperature | 10.0 | 10 | > th | dose dependent | no | NA | NA |
526 | 84.00 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 18 | 4 |
529 | 84.01 | wind | 3.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
530 | 84.01 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
536 | 84.01 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 2 | 14 |
543 | 84.02 | atmosphere | 1005.0 | 1440 | > th | dose independent | rect. | 20 | 1 |
561 | 84.03 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 8 | 1 |
562 | 84.03 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 6 | 1 |
587 | 84.05 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 6 | 3 |
589 | 84.06 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 6 | 1 |
591 | 84.06 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 4 |
601 | 84.07 | temperature | 20.0 | 10 | > th | dose independent | rect. | 17 | 11 |
602 | 84.07 | atmosphere | 1005.0 | 10 | < th | dose independent | rect. | 18 | 11 |
620 | 84.09 | wind | 3.0 | 43200 | < th | dose independent | rect. | 8 | 1 |
628 | 84.09 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 2 | 17 |
638 | 84.10 | wind | 3.0 | 43200 | < th | dose independent | rect. | 7 | 3 |
644 | 84.10 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 16 | 16 |
645 | 84.10 | atmosphere | 995.0 | 43200 | < th | dose dependent | sin | 19 | NA |
652 | 84.10 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 13 | 23 |
653 | 84.11 | radiation | 30.0 | 720 | > th | dose independent | rect. | 15 | 2 |
675 | 84.11 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 22 | 1 |
682 | 84.11 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 13 | 23 |
686 | 84.12 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 24 | 19 |
695 | 84.13 | temperature | 20.0 | 4320 | > th | dose independent | sin | 15 | NA |
709 | 84.13 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 22 | 23 |
710 | 84.13 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 22 | 23 |
724 | 84.14 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 11 | 23 |
727 | 84.15 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 21 | 11 |
747 | 84.16 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 6 | 2 |
758 | 84.17 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 2 | 7 |
761 | 84.17 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 7 | 23 |
765 | 84.18 | temperature | 30.0 | 10 | < th | dose dependent | no | NA | NA |
772 | 84.18 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 11 | 23 |
774 | 84.19 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
776 | 84.19 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 24 | 8 |
781 | 84.19 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 22 | 1 |
790 | 84.19 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 15 | 23 |
791 | 84.20 | temperature | 20.0 | 4320 | < th | dose independent | sin | 15 | NA |
793 | 84.20 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 4 | 4 |
798 | 84.20 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 24 | 16 |
801 | 84.20 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 6 | 4 |
812 | 84.21 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 18 | 1 |
823 | 84.22 | radiation | 10.0 | 4320 | > th | dose independent | rect. | 16 | 1 |
833 | 84.22 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 22 | 16 |
845 | 84.22 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 21 | 23 |
871 | 84.24 | radiation | 20.0 | 4320 | > th | dose dependent | rect. | 15 | 17 |
873 | 84.24 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 19 | 23 |
874 | 84.25 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 7 | 1 |
877 | 84.25 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 21 | 5 |
884 | 84.25 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 6 | 4 |
890 | 84.25 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 19 | 23 |
911 | 84.26 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 23 |
952 | 84.29 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 23 |
972 | 84.30 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 21 | 23 |
974 | 84.31 | humidity | 90.0 | 14400 | > th | dose independent | sin | 3 | NA |
975 | 84.31 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 23 | 1 |
987 | 84.31 | radiation | 20.0 | 720 | > th | dose dependent | rect. | 15 | 17 |
989 | 84.31 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 1 | 23 |
1000 | 84.32 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 18 |