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Os01g0847600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Aldo/keto reductase family 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
123.56 | 0.522 | 8.82 | 1.23 | 2.67 | -1.12 | 0.953 | -0.515 | -0.276 | 8.88 | 74.79 | 853 | -- | -- |
123.24 | 0.517 | 8.83 | 1.19 | 2.57 | -1.08 | 0.738 | -- | -0.3 | 9.04 | 74.21 | 940 | -- | -- |
125.17 | 0.521 | 8.83 | 1.2 | 2.58 | -1.09 | -- | 0.139 | -0.282 | 9.02 | 75 | 939 | -- | -- |
125.12 | 0.521 | 8.83 | 1.22 | 2.57 | -1.07 | -- | -- | -0.299 | 9.05 | 74.27 | 940 | -- | -- |
372.56 | 0.904 | 8.87 | 1.36 | -- | -0.542 | -- | 1.2 | -0.132 | -- | 66.44 | 1513 | -- | -- |
147.22 | 0.569 | 8.83 | 1.31 | 2.09 | -- | 0.65 | -- | -0.215 | 8.86 | -- | -- | -- | -- |
148.65 | 0.571 | 8.83 | 1.34 | 2.08 | -- | -- | -- | -0.215 | 8.87 | -- | -- | -- | -- |
377.95 | 0.909 | 8.87 | 1.36 | -- | -0.543 | -- | -- | -0.143 | -- | 66.44 | 1513 | -- | -- |
162.89 | 0.594 | 8.85 | -- | 2.45 | -1.02 | -- | -- | -0.438 | 9.11 | 73 | 1048 | -- | -- |
396.47 | 0.93 | 8.88 | 1.34 | -- | -- | -- | -- | -0.2 | -- | -- | -- | -- | -- |
195.67 | 0.654 | 8.86 | -- | 2.09 | -- | -- | -- | -0.364 | 8.82 | -- | -- | -- | -- |
413.58 | 0.947 | 8.97 | -- | -- | -0.856 | -- | -- | -0.483 | -- | 70.01 | 1463 | -- | -- |
443.56 | 0.983 | 8.92 | -- | -- | -- | -- | -- | -0.348 | -- | -- | -- | -- | -- |
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 |
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1 | 116.81 | humidity | 80 | 1440 | < th | dose dependent | rect. | 23 | 13 |
4 | 116.91 | humidity | 80 | 1440 | < th | dose dependent | rect. | 21 | 15 |
12 | 117.84 | humidity | 80 | 1440 | < th | dose independent | rect. | 6 | 8 |
35 | 118.55 | humidity | 80 | 1440 | > th | dose independent | rect. | 6 | 8 |
56 | 118.94 | humidity | 80 | 1440 | < th | dose dependent | sin | 7 | NA |
62 | 119.10 | humidity | 80 | 1440 | > th | dose independent | rect. | 2 | 12 |
71 | 119.36 | humidity | 80 | 1440 | < th | dose dependent | rect. | 9 | 1 |
80 | 119.57 | humidity | 90 | 1440 | < th | dose dependent | rect. | 11 | 1 |
88 | 119.76 | humidity | 50 | 1440 | > th | dose dependent | rect. | 11 | 1 |
91 | 119.84 | humidity | 50 | 1440 | > th | dose dependent | rect. | 9 | 3 |
103 | 120.04 | humidity | 70 | 1440 | < th | dose independent | rect. | 9 | 3 |
107 | 120.13 | humidity | 70 | 1440 | > th | dose independent | rect. | 9 | 3 |
163 | 120.81 | humidity | 50 | 1440 | > th | dose dependent | rect. | 5 | 8 |
167 | 120.85 | humidity | 80 | 1440 | < th | dose independent | sin | 4 | NA |
169 | 120.87 | humidity | 50 | 1440 | > th | dose dependent | rect. | 4 | 10 |
210 | 121.37 | humidity | 80 | 1440 | > th | dose independent | sin | 4 | NA |
234 | 121.46 | humidity | 70 | 1440 | > th | dose independent | rect. | 22 | 15 |
235 | 121.46 | humidity | 70 | 1440 | > th | dose independent | rect. | 20 | 17 |
242 | 121.48 | humidity | 70 | 1440 | < th | dose independent | rect. | 9 | 1 |
258 | 121.62 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 1 |
282 | 121.77 | humidity | 70 | 1440 | > th | dose dependent | rect. | 8 | 6 |
319 | 122.06 | humidity | 70 | 1440 | > th | dose independent | sin | 7 | NA |
326 | 122.09 | humidity | 70 | 1440 | > th | dose independent | rect. | 9 | 1 |
341 | 122.11 | humidity | 70 | 1440 | < th | dose independent | sin | 7 | NA |
481 | 123.31 | humidity | 50 | 1440 | > th | dose dependent | sin | 4 | NA |
781 | 125.39 | humidity | 80 | 14400 | < th | dose dependent | rect. | 6 | 1 |
835 | 125.68 | wind | 7 | 14400 | > th | dose dependent | rect. | 12 | 1 |
867 | 125.92 | wind | 9 | 14400 | < th | dose independent | rect. | 4 | 9 |
901 | 126.10 | wind | 3 | 14400 | < th | dose independent | rect. | 2 | 2 |
906 | 126.13 | humidity | 80 | 14400 | > th | dose independent | rect. | 5 | 1 |
912 | 126.17 | wind | 9 | 14400 | < th | dose independent | rect. | 1 | 12 |
918 | 126.20 | wind | 3 | 14400 | > th | dose independent | rect. | 2 | 2 |
935 | 126.35 | humidity | 80 | 14400 | < th | dose independent | rect. | 4 | 3 |
962 | 126.51 | wind | 9 | 14400 | > th | dose independent | rect. | 6 | 5 |
975 | 126.56 | wind | 9 | 14400 | < th | dose independent | rect. | 23 | 15 |