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Os03g0160200 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.35 | 0.217 | 11.8 | 0.615 | 0.129 | -1.34 | 0.0644 | -1.96 | 0.467 | 6.7 | 21.53 | 5945 | -- | -- |
22.51 | 0.221 | 11.8 | 0.655 | 0.13 | -0.556 | 0.0501 | -- | 0.449 | 6.27 | 25.39 | 3156 | -- | -- |
21.36 | 0.215 | 11.8 | 0.616 | 0.129 | -1.33 | -- | -1.95 | 0.465 | 6.58 | 21.51 | 5943 | -- | -- |
22.5 | 0.221 | 11.8 | 0.657 | 0.129 | -0.556 | -- | -- | 0.449 | 6.66 | 25.4 | 3156 | -- | -- |
22.18 | 0.219 | 11.8 | 0.605 | -- | -1.48 | -- | -2.26 | 0.472 | -- | 21.07 | 5863 | -- | -- |
27.47 | 0.246 | 11.8 | 0.899 | 0.135 | -- | 0.00902 | -- | 0.591 | 6.35 | -- | -- | -- | -- |
27.47 | 0.245 | 11.8 | 0.899 | 0.135 | -- | -- | -- | 0.591 | 6.33 | -- | -- | -- | -- |
23.28 | 0.225 | 11.8 | 0.661 | -- | -0.556 | -- | -- | 0.451 | -- | 25.49 | 2938 | -- | -- |
23.32 | 0.225 | 11.9 | -- | 0.132 | -0.817 | -- | -- | 0.258 | 6.81 | 26.31 | 47520 | -- | -- |
28.41 | 0.249 | 11.8 | 0.903 | -- | -- | -- | -- | 0.594 | -- | -- | -- | -- | -- |
48.78 | 0.327 | 11.8 | -- | 0.148 | -- | -- | -- | 0.491 | 6 | -- | -- | -- | -- |
24.23 | 0.229 | 11.9 | -- | -- | -0.819 | -- | -- | 0.259 | -- | 26.3 | 47520 | -- | -- |
49.91 | 0.33 | 11.8 | -- | -- | -- | -- | -- | 0.494 | -- | -- | -- | -- | -- |
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 | 20.29 | wind | 1 | 43200 | < th | dose dependent | rect. | 6 | 1 |
2 | 20.36 | wind | 3 | 14400 | < th | dose dependent | rect. | 20 | 5 |
5 | 20.49 | wind | 1 | 14400 | < th | dose dependent | rect. | 15 | 17 |
6 | 20.51 | wind | 3 | 14400 | < th | dose dependent | rect. | 22 | 2 |
8 | 20.51 | wind | 1 | 14400 | < th | dose dependent | rect. | 15 | 21 |
23 | 20.58 | wind | 1 | 14400 | > th | dose independent | rect. | 21 | 6 |
24 | 20.58 | humidity | 70 | 43200 | > th | dose dependent | rect. | 6 | 1 |
25 | 20.59 | wind | 1 | 14400 | < th | dose independent | rect. | 20 | 7 |
30 | 20.60 | wind | 1 | 14400 | < th | dose dependent | rect. | 20 | 12 |
34 | 20.61 | humidity | 50 | 43200 | < th | dose dependent | rect. | 14 | 1 |
37 | 20.62 | wind | 1 | 14400 | < th | dose dependent | sin | 12 | NA |
42 | 20.63 | wind | 1 | 14400 | < th | dose dependent | rect. | 20 | 16 |
62 | 20.68 | wind | 1 | 14400 | < th | dose dependent | rect. | 4 | 23 |
63 | 20.68 | wind | 1 | 14400 | < th | dose dependent | rect. | 6 | 23 |
64 | 20.69 | wind | 1 | 14400 | > th | dose independent | rect. | 15 | 21 |
66 | 20.69 | wind | 1 | 14400 | < th | dose dependent | rect. | 4 | 20 |
67 | 20.70 | wind | 1 | 14400 | < th | dose independent | rect. | 15 | 21 |
72 | 20.70 | wind | 1 | 14400 | < th | dose dependent | rect. | 20 | 21 |
76 | 20.71 | wind | 1 | 14400 | < th | dose dependent | rect. | 2 | 22 |
88 | 20.73 | wind | 1 | 14400 | < th | dose independent | rect. | 18 | 18 |
95 | 20.73 | wind | 1 | 14400 | < th | dose dependent | rect. | 10 | 22 |
100 | 20.74 | wind | 1 | 14400 | > th | dose independent | rect. | 20 | 16 |
101 | 20.74 | wind | 1 | 14400 | < th | dose independent | rect. | 20 | 16 |
118 | 20.75 | wind | 1 | 43200 | > th | dose independent | rect. | 21 | 10 |
121 | 20.75 | wind | 1 | 14400 | < th | dose dependent | no | NA | NA |
129 | 20.76 | wind | 1 | 14400 | < th | dose independent | rect. | 15 | 18 |
138 | 20.76 | wind | 1 | 14400 | < th | dose dependent | rect. | 6 | 21 |
144 | 20.77 | wind | 1 | 14400 | < th | dose independent | rect. | 20 | 13 |
145 | 20.77 | wind | 1 | 14400 | < th | dose independent | rect. | 18 | 15 |
149 | 20.77 | wind | 1 | 14400 | > th | dose independent | rect. | 4 | 23 |
157 | 20.78 | wind | 1 | 14400 | > th | dose independent | rect. | 20 | 13 |
161 | 20.78 | wind | 1 | 14400 | > th | dose independent | rect. | 15 | 18 |
199 | 20.81 | wind | 1 | 14400 | > th | dose independent | rect. | 4 | 20 |
201 | 20.81 | wind | 1 | 14400 | > th | dose independent | rect. | 20 | 21 |
219 | 20.82 | wind | 1 | 14400 | < th | dose independent | rect. | 4 | 23 |
235 | 20.84 | wind | 1 | 14400 | < th | dose independent | rect. | 4 | 20 |
242 | 20.85 | wind | 1 | 14400 | < th | dose independent | sin | 11 | NA |
248 | 20.85 | wind | 1 | 14400 | < th | dose independent | rect. | 6 | 23 |
264 | 20.86 | wind | 1 | 14400 | < th | dose independent | rect. | 20 | 21 |
272 | 20.87 | humidity | 50 | 43200 | < th | dose independent | rect. | 13 | 1 |
273 | 20.87 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 22 | 2 |
274 | 20.87 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 22 | 2 |
310 | 20.89 | wind | 1 | 14400 | < th | dose independent | rect. | 6 | 21 |
323 | 20.90 | wind | 1 | 14400 | > th | dose independent | sin | 11 | NA |
335 | 20.90 | wind | 1 | 14400 | > th | dose independent | rect. | 10 | 23 |
345 | 20.91 | humidity | 80 | 43200 | > th | dose independent | rect. | 16 | 8 |
358 | 20.91 | wind | 1 | 14400 | > th | dose independent | rect. | 2 | 23 |
373 | 20.92 | wind | 1 | 14400 | > th | dose independent | no | NA | NA |
376 | 20.92 | humidity | 60 | 43200 | < th | dose independent | rect. | 23 | 11 |
382 | 20.92 | wind | 1 | 14400 | < th | dose independent | rect. | 2 | 23 |
390 | 20.93 | wind | 1 | 14400 | < th | dose independent | rect. | 7 | 1 |
399 | 20.93 | wind | 1 | 14400 | < th | dose independent | rect. | 10 | 23 |
431 | 20.95 | wind | 1 | 14400 | < th | dose independent | no | NA | NA |
461 | 20.97 | humidity | 80 | 43200 | > th | dose independent | rect. | 17 | 6 |
463 | 20.97 | humidity | 50 | 43200 | < th | dose independent | rect. | 19 | 20 |
490 | 20.98 | wind | 1 | 14400 | < th | dose dependent | rect. | 16 | 11 |
525 | 21.00 | humidity | 50 | 43200 | < th | dose independent | rect. | 3 | 12 |
592 | 21.03 | humidity | 80 | 43200 | < th | dose independent | rect. | 16 | 8 |
659 | 21.06 | wind | 1 | 14400 | > th | dose independent | rect. | 7 | 1 |
669 | 21.06 | humidity | 50 | 43200 | > th | dose independent | rect. | 19 | 20 |
676 | 21.07 | humidity | 50 | 43200 | > th | dose independent | rect. | 13 | 1 |
724 | 21.08 | wind | 1 | 14400 | < th | dose dependent | rect. | 2 | 14 |
729 | 21.09 | wind | 1 | 14400 | < th | dose independent | rect. | 21 | 2 |
730 | 21.09 | humidity | 50 | 43200 | > th | dose independent | rect. | 12 | 3 |
743 | 21.09 | humidity | 50 | 43200 | > th | dose independent | rect. | 3 | 12 |
759 | 21.09 | humidity | 50 | 43200 | < th | dose dependent | rect. | 19 | 20 |
784 | 21.10 | humidity | 50 | 43200 | < th | dose dependent | rect. | 5 | 10 |
832 | 21.11 | wind | 1 | 14400 | < th | dose dependent | rect. | 4 | 13 |
914 | 21.14 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 20 | 13 |
971 | 21.16 | humidity | 50 | 43200 | < th | dose independent | sin | 5 | NA |
988 | 21.16 | wind | 1 | 14400 | < th | dose independent | rect. | 16 | 11 |
989 | 21.16 | humidity | 60 | 43200 | > th | dose independent | rect. | 23 | 11 |
991 | 21.16 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 21 | 14 |