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Os01g0721000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein kinase-like domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
78 | 0.415 | 11.4 | -0.56 | 1.23 | 1.19 | 0.893 | -9.99 | 0.174 | 23.4 | 25.99 | 4152 | -- | -- |
98.45 | 0.466 | 11.1 | 1.75 | 1.2 | -0.364 | 0.673 | -- | 0.613 | 23 | 25.99 | 4152 | -- | -- |
81.1 | 0.419 | 11.4 | -0.483 | 1.24 | 1.13 | -- | -9.36 | 0.191 | 23.3 | 26.05 | 4266 | -- | -- |
91.87 | 0.446 | 11.1 | 2.58 | 1.28 | -0.855 | -- | -- | 0.886 | 23.7 | 32.2 | 47518 | -- | -- |
169.61 | 0.607 | 11.4 | -0.798 | -- | 1.49 | -- | -10.2 | 0.0697 | -- | 25.11 | 3578 | -- | -- |
100.39 | 0.47 | 11.1 | 1.7 | 1.27 | -- | 0.748 | -- | 0.598 | 23.3 | -- | -- | -- | -- |
102.77 | 0.475 | 11.1 | 1.67 | 1.27 | -- | -- | -- | 0.596 | 23.3 | -- | -- | -- | -- |
175.14 | 0.616 | 11.2 | 1.4 | -- | 1.2 | -- | -- | 0.403 | -- | 16 | 852 | -- | -- |
129.46 | 0.53 | 11.2 | -- | 1.29 | 1.08 | -- | -- | 0.136 | 23.3 | 14.88 | 24844 | -- | -- |
203.02 | 0.666 | 11.1 | 1.71 | -- | -- | -- | -- | 0.608 | -- | -- | -- | -- | -- |
176.59 | 0.622 | 11.2 | -- | 1.28 | -- | -- | -- | 0.41 | 23.4 | -- | -- | -- | -- |
217.72 | 0.687 | 11.2 | -- | -- | 1.86 | -- | -- | 0.179 | -- | 14.5 | 882 | -- | -- |
279.73 | 0.781 | 11.2 | -- | -- | -- | -- | -- | 0.419 | -- | -- | -- | -- | -- |
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 | 73.21 | wind | 1 | 43200 | < th | dose dependent | rect. | 13 | 13 |
6 | 75.21 | temperature | 25 | 4320 | > th | dose dependent | rect. | 17 | 1 |
8 | 75.34 | temperature | 25 | 4320 | > th | dose dependent | rect. | 16 | 3 |
9 | 75.35 | wind | 1 | 43200 | < th | dose independent | rect. | 24 | 1 |
12 | 75.40 | temperature | 25 | 4320 | > th | dose dependent | rect. | 16 | 9 |
15 | 75.43 | humidity | 80 | 43200 | < th | dose dependent | rect. | 10 | 1 |
28 | 75.57 | wind | 1 | 43200 | < th | dose dependent | sin | 17 | NA |
32 | 75.71 | humidity | 70 | 43200 | < th | dose independent | rect. | 5 | 9 |
36 | 75.77 | radiation | 10 | 43200 | < th | dose independent | rect. | 13 | 1 |
48 | 75.88 | humidity | 70 | 43200 | > th | dose independent | rect. | 6 | 8 |
52 | 75.95 | humidity | 70 | 43200 | < th | dose independent | sin | 2 | NA |
74 | 76.02 | radiation | 10 | 43200 | > th | dose independent | rect. | 6 | 1 |
96 | 76.06 | radiation | 10 | 43200 | > th | dose independent | rect. | 17 | 16 |
101 | 76.09 | wind | 1 | 43200 | > th | dose independent | rect. | 24 | 1 |
147 | 76.17 | radiation | 10 | 43200 | > th | dose independent | sin | 9 | NA |
154 | 76.19 | humidity | 60 | 43200 | > th | dose independent | rect. | 12 | 1 |
176 | 76.27 | humidity | 60 | 43200 | > th | dose independent | rect. | 11 | 3 |
199 | 76.34 | humidity | 70 | 43200 | < th | dose independent | rect. | 10 | 1 |
219 | 76.38 | humidity | 80 | 43200 | > th | dose independent | rect. | 20 | 2 |
244 | 76.45 | humidity | 70 | 43200 | > th | dose independent | sin | 2 | NA |
245 | 76.45 | humidity | 80 | 43200 | > th | dose independent | rect. | 19 | 4 |
250 | 76.47 | humidity | 70 | 43200 | > th | dose independent | rect. | 9 | 1 |
267 | 76.47 | wind | 1 | 43200 | < th | dose dependent | rect. | 24 | 1 |
273 | 76.48 | temperature | 25 | 4320 | > th | dose dependent | sin | 13 | NA |
292 | 76.53 | wind | 1 | 43200 | < th | dose independent | rect. | 17 | 9 |
297 | 76.54 | humidity | 80 | 43200 | < th | dose independent | rect. | 19 | 3 |
309 | 76.56 | humidity | 70 | 43200 | > th | dose independent | rect. | 5 | 15 |
313 | 76.57 | radiation | 20 | 43200 | > th | dose independent | rect. | 8 | 6 |
342 | 76.59 | humidity | 60 | 43200 | > th | dose independent | rect. | 20 | 19 |
351 | 76.60 | humidity | 70 | 43200 | < th | dose independent | rect. | 16 | 22 |
357 | 76.61 | humidity | 80 | 43200 | < th | dose dependent | sin | 4 | NA |
391 | 76.64 | humidity | 80 | 43200 | < th | dose dependent | rect. | 19 | 19 |
466 | 76.72 | radiation | 20 | 43200 | < th | dose dependent | rect. | 8 | 6 |
523 | 76.81 | humidity | 80 | 43200 | < th | dose independent | rect. | 20 | 1 |
566 | 76.85 | radiation | 20 | 43200 | < th | dose dependent | rect. | 10 | 4 |
587 | 76.88 | radiation | 20 | 43200 | > th | dose independent | rect. | 10 | 1 |
600 | 76.89 | radiation | 30 | 43200 | < th | dose dependent | rect. | 13 | 1 |
623 | 76.92 | wind | 1 | 43200 | > th | dose independent | rect. | 17 | 9 |
642 | 76.93 | humidity | 70 | 43200 | > th | dose independent | rect. | 17 | 20 |
644 | 76.93 | radiation | 20 | 43200 | < th | dose dependent | rect. | 10 | 1 |
672 | 76.97 | humidity | 70 | 43200 | < th | dose independent | no | NA | NA |
686 | 76.99 | humidity | 70 | 43200 | < th | dose independent | rect. | 19 | 23 |
729 | 77.05 | humidity | 70 | 43200 | < th | dose independent | rect. | 12 | 23 |
768 | 77.07 | radiation | 20 | 43200 | < th | dose dependent | rect. | 8 | 3 |
771 | 77.07 | humidity | 70 | 43200 | < th | dose dependent | rect. | 10 | 19 |
825 | 77.11 | humidity | 80 | 43200 | < th | dose dependent | rect. | 8 | 15 |
881 | 77.17 | humidity | 80 | 43200 | < th | dose dependent | rect. | 19 | 1 |
956 | 77.22 | temperature | 25 | 4320 | > th | dose independent | rect. | 17 | 2 |
962 | 77.22 | humidity | 50 | 43200 | > th | dose dependent | rect. | 10 | 1 |