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Os05g0176500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : ATP10 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
96.02 | 0.46 | 7.47 | 0.134 | 0.807 | 0.778 | 0.961 | -0.862 | -0.0123 | 17.9 | 19.5 | 2501 | -- | -- |
97.18 | 0.459 | 7.44 | 0.246 | 0.815 | 0.96 | 1.01 | -- | 0.0103 | 17.9 | 19.5 | 2516 | -- | -- |
98.16 | 0.461 | 7.47 | 0.107 | 0.816 | 0.772 | -- | -0.945 | -0.0135 | 18.1 | 19.49 | 2551 | -- | -- |
99.33 | 0.464 | 7.44 | 0.221 | 0.823 | 1.02 | -- | -- | 0.012 | 18.1 | 19.1 | 2553 | -- | -- |
132.21 | 0.536 | 7.45 | 0.127 | -- | 0.772 | -- | -0.857 | -0.00867 | -- | 19 | 2409 | -- | -- |
113.71 | 0.5 | 7.39 | 0.732 | 0.79 | -- | 1.05 | -- | 0.221 | 18.1 | -- | -- | -- | -- |
116.28 | 0.505 | 7.39 | 0.72 | 0.796 | -- | -- | -- | 0.225 | 18.4 | -- | -- | -- | -- |
133.29 | 0.538 | 7.42 | 0.235 | -- | 0.969 | -- | -- | 0.00568 | -- | 18.93 | 2383 | -- | -- |
100.47 | 0.467 | 7.45 | -- | 0.824 | 1.04 | -- | -- | -0.00646 | 18.1 | 18.9 | 2524 | -- | -- |
149.19 | 0.571 | 7.38 | 0.699 | -- | -- | -- | -- | 0.208 | -- | -- | -- | -- | -- |
129.94 | 0.533 | 7.41 | -- | 0.786 | -- | -- | -- | 0.144 | 18.4 | -- | -- | -- | -- |
134.42 | 0.54 | 7.43 | -- | -- | 1.06 | -- | -- | -0.0186 | -- | 18.99 | 2383 | -- | -- |
162.08 | 0.594 | 7.4 | -- | -- | -- | -- | -- | 0.13 | -- | -- | -- | -- | -- |
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 | 89.09 | temperature | 30 | 270 | < th | dose dependent | rect. | 2 | 16 |
2 | 89.30 | temperature | 30 | 90 | < th | dose dependent | rect. | 4 | 15 |
4 | 89.46 | temperature | 15 | 90 | > th | dose dependent | rect. | 8 | 15 |
6 | 89.56 | temperature | 15 | 10 | > th | dose dependent | rect. | 9 | 15 |
7 | 89.74 | temperature | 30 | 90 | < th | dose dependent | sin | 1 | NA |
18 | 90.38 | temperature | 15 | 90 | > th | dose dependent | rect. | 8 | 18 |
26 | 90.68 | temperature | 15 | 10 | > th | dose dependent | rect. | 9 | 17 |
31 | 90.83 | temperature | 10 | 270 | > th | dose dependent | rect. | 17 | 22 |
33 | 90.86 | temperature | 10 | 90 | > th | dose dependent | sin | 2 | NA |
34 | 90.90 | temperature | 10 | 10 | > th | dose dependent | sin | 0 | NA |
35 | 90.90 | temperature | 20 | 90 | > th | dose dependent | rect. | 8 | 7 |
54 | 91.07 | temperature | 20 | 270 | > th | dose dependent | rect. | 6 | 8 |
76 | 91.39 | temperature | 25 | 90 | > th | dose dependent | rect. | 19 | 20 |
95 | 91.61 | temperature | 30 | 270 | < th | dose dependent | rect. | 23 | 20 |
108 | 91.82 | temperature | 30 | 10 | < th | dose dependent | rect. | 6 | 14 |
178 | 92.57 | temperature | 10 | 270 | > th | dose dependent | rect. | 6 | 20 |
215 | 92.89 | temperature | 20 | 10 | > th | dose dependent | rect. | 8 | 8 |
334 | 93.62 | temperature | 25 | 270 | < th | dose independent | rect. | 2 | 16 |
384 | 93.97 | temperature | 25 | 270 | > th | dose dependent | rect. | 19 | 17 |
388 | 94.01 | temperature | 25 | 270 | > th | dose dependent | sin | 7 | NA |
418 | 94.29 | temperature | 25 | 270 | > th | dose dependent | rect. | 9 | 1 |
519 | 94.84 | temperature | 20 | 4320 | < th | dose independent | rect. | 19 | 2 |
548 | 94.96 | temperature | 25 | 270 | > th | dose independent | rect. | 7 | 6 |
784 | 95.88 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 3 |
817 | 95.97 | temperature | 15 | 10 | > th | dose dependent | rect. | 8 | 23 |
982 | 96.52 | temperature | 25 | 270 | < th | dose independent | sin | 3 | NA |