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Os03g0398900 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
251.11 | 0.745 | 5.96 | -0.277 | 0.933 | 1.19 | 0.573 | 3.24 | -1.66 | 8.54 | 74.36 | 6399 | -- | -- |
265.15 | 0.758 | 5.93 | -0.172 | 0.945 | 1.32 | 0.362 | -- | -1.66 | 8.31 | 70.02 | 7720 | -- | -- |
252.07 | 0.739 | 5.96 | -0.228 | 0.941 | 1.2 | -- | 3.2 | -1.68 | 8.48 | 75.74 | 6384 | -- | -- |
265.41 | 0.759 | 5.94 | -0.172 | 0.951 | 1.36 | -- | -- | -1.66 | 8.36 | 70.12 | 7729 | -- | -- |
294.61 | 0.799 | 6 | -0.229 | -- | 1.03 | -- | 3.53 | -1.7 | -- | 76.39 | 5885 | -- | -- |
292.16 | 0.801 | 5.95 | -0.325 | 0.843 | -- | 0.361 | -- | -1.66 | 8.54 | -- | -- | -- | -- |
292.57 | 0.801 | 5.95 | -0.314 | 0.843 | -- | -- | -- | -1.66 | 8.51 | -- | -- | -- | -- |
305.7 | 0.814 | 5.96 | -0.214 | -- | 1.35 | -- | -- | -1.62 | -- | 70.17 | 7174 | -- | -- |
266.12 | 0.76 | 5.94 | -- | 0.938 | 1.37 | -- | -- | -1.65 | 8.35 | 70.17 | 7749 | -- | -- |
332.35 | 0.852 | 5.97 | -0.31 | -- | -- | -- | -- | -1.65 | -- | -- | -- | -- | -- |
295.17 | 0.804 | 5.94 | -- | 0.842 | -- | -- | -- | -1.62 | 8.53 | -- | -- | -- | -- |
306.7 | 0.816 | 5.97 | -- | -- | 1.42 | -- | -- | -1.62 | -- | 71.1 | 7187 | -- | -- |
334.89 | 0.854 | 5.97 | -- | -- | -- | -- | -- | -1.61 | -- | -- | -- | -- | -- |
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 | 241.98 | wind | 9.0 | 43200 | < th | dose independent | rect. | 10 | 4 |
2 | 243.19 | wind | 9.0 | 43200 | > th | dose independent | rect. | 10 | 4 |
3 | 243.28 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 3 | 3 |
4 | 243.62 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 13 |
5 | 243.63 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 13 |
6 | 243.63 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 13 |
7 | 243.71 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 4 | 1 |
12 | 244.05 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 3 | 3 |
16 | 244.42 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 6 |
22 | 244.51 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 6 |
23 | 244.53 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 24 | 6 |
34 | 245.04 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 12 |
35 | 245.05 | wind | 3.0 | 14400 | < th | dose independent | rect. | 3 | 3 |
42 | 245.13 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
43 | 245.15 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 11 | 2 |
46 | 245.26 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 6 |
50 | 245.35 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
53 | 245.45 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 6 |
55 | 245.68 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 10 |
57 | 245.68 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 10 |
61 | 245.76 | wind | 3.0 | 14400 | > th | dose independent | rect. | 3 | 3 |
67 | 245.87 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 10 |
73 | 245.90 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 10 |
83 | 246.06 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
88 | 246.18 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 6 |
90 | 246.18 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 6 |
97 | 246.23 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 3 |
100 | 246.28 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 6 |
120 | 246.57 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
131 | 246.77 | wind | 9.0 | 14400 | < th | dose independent | rect. | 6 | 5 |
138 | 246.82 | wind | 9.0 | 43200 | > th | dose independent | rect. | 11 | 2 |
140 | 246.85 | wind | 9.0 | 14400 | < th | dose independent | rect. | 9 | 2 |
142 | 246.87 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 3 |
147 | 246.93 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 3 |
148 | 246.93 | wind | 9.0 | 14400 | > th | dose independent | rect. | 6 | 5 |
149 | 246.93 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 3 |
160 | 247.16 | wind | 9.0 | 14400 | < th | dose independent | rect. | 4 | 9 |
166 | 247.19 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 2 | NA |
167 | 247.19 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 2 | NA |
169 | 247.21 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 2 | NA |
218 | 247.93 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 10 | 4 |
271 | 248.44 | wind | 9.0 | 14400 | < th | dose independent | rect. | 1 | 12 |
282 | 248.51 | radiation | 30.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
320 | 248.82 | wind | 9.0 | 14400 | > th | dose independent | rect. | 9 | 2 |
354 | 249.06 | wind | 9.0 | 43200 | > th | dose independent | rect. | 4 | 10 |
357 | 249.06 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 24 | 13 |
360 | 249.08 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 13 |
411 | 249.39 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 3 | NA |
437 | 249.51 | radiation | 30.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
569 | 250.32 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 16 | 1 |
609 | 250.58 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 10 | 6 |
624 | 250.68 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 1 |
625 | 250.68 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 1 |
633 | 250.74 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |
650 | 250.81 | wind | 1.0 | 14400 | > th | dose dependent | sin | 7 | NA |
661 | 250.88 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 1 |
662 | 250.88 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 1 |
674 | 250.94 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
695 | 251.04 | wind | 9.0 | 14400 | < th | dose dependent | sin | 7 | NA |
700 | 251.06 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 13 |
744 | 251.21 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 11 | 1 |
776 | 251.39 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 18 | 1 |
795 | 251.47 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 18 | 1 |
798 | 251.47 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 18 | 1 |
808 | 251.50 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
835 | 251.62 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 13 | 1 |
836 | 251.63 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 18 | 1 |
854 | 251.69 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
855 | 251.69 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 13 |
856 | 251.70 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
871 | 251.77 | wind | 3.0 | 43200 | < th | dose independent | rect. | 23 | 15 |
892 | 251.90 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 3 | 1 |
966 | 252.21 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 3 |
969 | 252.22 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 8 | 5 |
996 | 252.29 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 5 | 8 |