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Os12g0548300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Nucleoside diphosphate kinase II, chloroplast precursor (EC 2.7.4.6) (NDK II) (NDP kinase II) (NDPK II).
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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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
105.85 | 0.483 | 10.1 | -0.0743 | 1.16 | 0.137 | 1.65 | 4.78 | -0.827 | 19.4 | 0.4618 | 1461 | -- | -- |
119.15 | 0.508 | 10.2 | -0.878 | 0.986 | 0.422 | 1.56 | -- | -1.05 | 19.4 | 30.45 | 944 | -- | -- |
111.87 | 0.493 | 10.1 | -0.119 | 1.16 | 0.166 | -- | 4.76 | -0.829 | 19.3 | 0.47 | 1404 | -- | -- |
123.13 | 0.517 | 10.2 | -0.891 | 0.896 | 0.477 | -- | -- | -1.08 | 19.6 | 30.46 | 879 | -- | -- |
154.61 | 0.579 | 10 | -0.147 | -- | 1.1 | -- | 5.88 | -0.56 | -- | 0.3 | 2323 | -- | -- |
124.31 | 0.523 | 10.2 | -0.754 | 1.16 | -- | 1.43 | -- | -0.999 | 19.4 | -- | -- | -- | -- |
129.96 | 0.534 | 10.2 | -0.788 | 1.16 | -- | -- | -- | -0.996 | 19.5 | -- | -- | -- | -- |
134.24 | 0.54 | 10.2 | -0.747 | -- | 1.44 | -- | -- | -1.11 | -- | 7.61 | 870 | -- | -- |
138.79 | 0.549 | 10.2 | -- | 1.05 | 0.673 | -- | -- | -1.02 | 19.5 | 19.91 | 3853 | -- | -- |
202.33 | 0.665 | 10.2 | -0.806 | -- | -- | -- | -- | -1.01 | -- | -- | -- | -- | -- |
146.31 | 0.566 | 10.2 | -- | 1.17 | -- | -- | -- | -0.909 | 19.4 | -- | -- | -- | -- |
148.31 | 0.567 | 10.1 | -- | -- | 1.44 | -- | -- | -1.01 | -- | 8.43 | 883 | -- | -- |
219.45 | 0.691 | 10.1 | -- | -- | -- | -- | -- | -0.925 | -- | -- | -- | -- | -- |
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 | 104.09 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 17 | 18 |
12 | 104.94 | radiation | 1.0 | 1440 | < th | dose dependent | sin | 11 | NA |
37 | 106.24 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 17 | 18 |
43 | 106.39 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 17 | 18 |
49 | 106.57 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 14 | 1 |
52 | 106.59 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
62 | 106.75 | wind | 5.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
73 | 106.81 | wind | 5.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
86 | 106.92 | wind | 5.0 | 14400 | > th | dose independent | rect. | 14 | 3 |
88 | 106.95 | wind | 5.0 | 14400 | < th | dose independent | rect. | 13 | 4 |
99 | 107.07 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 21 | 15 |
101 | 107.08 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 21 | 23 |
102 | 107.09 | radiation | 1.0 | 1440 | < th | dose dependent | no | NA | NA |
103 | 107.09 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 1 | 11 |
106 | 107.09 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 4 | 19 |
111 | 107.09 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 1 | 22 |
124 | 107.10 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 4 | 8 |
128 | 107.10 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 4 | 16 |
131 | 107.10 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 1 | 19 |
143 | 107.11 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 1 |
144 | 107.11 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 1 |
160 | 107.12 | radiation | 1.0 | 1440 | < th | dose dependent | sin | 4 | NA |
172 | 107.17 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 1 |
173 | 107.17 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 1 |
174 | 107.17 | wind | 7.0 | 14400 | < th | dose dependent | rect. | 11 | 6 |
227 | 107.40 | radiation | 1.0 | 1440 | < th | dose independent | sin | 11 | NA |
247 | 107.54 | radiation | 1.0 | 1440 | > th | dose independent | sin | 11 | NA |
272 | 107.68 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 3 |
273 | 107.68 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 3 |
301 | 107.75 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 6 | 1 |
333 | 107.91 | wind | 1.0 | 43200 | > th | dose independent | rect. | 13 | 12 |
353 | 108.03 | wind | 1.0 | 43200 | < th | dose independent | rect. | 13 | 12 |
363 | 108.10 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 10 | 14 |
387 | 108.22 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 3 |
388 | 108.22 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 3 |
434 | 108.36 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
439 | 108.36 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 7 | 14 |
490 | 108.51 | wind | 1.0 | 43200 | < th | dose dependent | sin | 18 | NA |
493 | 108.53 | radiation | 1.0 | 1440 | < th | dose independent | sin | 4 | NA |
501 | 108.56 | radiation | 1.0 | 1440 | > th | dose independent | sin | 4 | NA |
509 | 108.57 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 3 | 4 |
544 | 108.68 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
553 | 108.70 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 1 | 6 |
600 | 108.83 | wind | 1.0 | 43200 | > th | dose independent | sin | 17 | NA |
626 | 108.91 | wind | 1.0 | 43200 | < th | dose independent | sin | 17 | NA |
667 | 109.02 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 2 | 9 |
688 | 109.07 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 9 | 1 |
701 | 109.11 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 5 | 7 |
702 | 109.11 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 5 | 7 |
739 | 109.18 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 9 | 1 |
744 | 109.19 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 16 | 10 |
757 | 109.21 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 16 | 4 |
760 | 109.22 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 16 | 6 |
763 | 109.22 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 13 |
772 | 109.25 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 21 | 23 |
773 | 109.25 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 3 | 1 |
778 | 109.26 | radiation | 1.0 | 1440 | > th | dose independent | no | NA | NA |
780 | 109.26 | radiation | 1.0 | 1440 | < th | dose independent | no | NA | NA |
783 | 109.26 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 5 | 14 |
794 | 109.26 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 17 |
806 | 109.26 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 1 | 19 |
814 | 109.26 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 20 |
824 | 109.26 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 1 | 21 |
827 | 109.26 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 23 | 21 |
903 | 109.29 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 17 | 5 |
919 | 109.32 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 21 | 15 |
925 | 109.33 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 1 | 11 |
933 | 109.34 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 9 |
948 | 109.35 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 1 | 11 |
962 | 109.36 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 2 |