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Os05g0351500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Sgf11, transcriptional regulation 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36.7 | 0.285 | 8.1 | 0.288 | 0.269 | 0.345 | -0.0773 | -0.271 | 0.234 | 1.68 | 70.13 | 1491 | -- | -- |
36.85 | 0.283 | 8.1 | 0.249 | 0.276 | 0.33 | -0.0974 | -- | 0.225 | 1.68 | 70.02 | 1490 | -- | -- |
36.73 | 0.282 | 8.1 | 0.292 | 0.268 | 0.348 | -- | -0.28 | 0.235 | 1.68 | 70.17 | 1491 | -- | -- |
36.88 | 0.283 | 8.1 | 0.251 | 0.274 | 0.331 | -- | -- | 0.222 | 1.69 | 70.33 | 1490 | -- | -- |
40.09 | 0.295 | 8.09 | 0.352 | -- | 0.424 | -- | -0.377 | 0.243 | -- | 71.22 | 1611 | -- | -- |
40.65 | 0.299 | 8.12 | 0.177 | 0.287 | -- | -0.173 | -- | 0.176 | 1.66 | -- | -- | -- | -- |
40.77 | 0.299 | 8.12 | 0.182 | 0.287 | -- | -- | -- | 0.177 | 1.65 | -- | -- | -- | -- |
40.4 | 0.297 | 8.11 | 0.206 | -- | 0.245 | -- | -- | 0.17 | -- | 70.33 | 1490 | -- | -- |
38.47 | 0.289 | 8.11 | -- | 0.277 | 0.305 | -- | -- | 0.192 | 1.75 | 71 | 1489 | -- | -- |
45.79 | 0.316 | 8.11 | 0.194 | -- | -- | -- | -- | 0.184 | -- | -- | -- | -- | -- |
41.64 | 0.302 | 8.12 | -- | 0.29 | -- | -- | -- | 0.157 | 1.67 | -- | -- | -- | -- |
41.52 | 0.301 | 8.12 | -- | -- | 0.242 | -- | -- | 0.147 | -- | 70.33 | 1490 | -- | -- |
46.78 | 0.319 | 8.12 | -- | -- | -- | -- | -- | 0.162 | -- | -- | -- | -- | -- |
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 | 33.94 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
4 | 34.48 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 8 | 6 |
9 | 34.80 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 6 | 8 |
11 | 34.83 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 8 | 6 |
12 | 34.83 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 6 | 8 |
25 | 34.95 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 9 | 3 |
38 | 35.03 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 9 | 2 |
45 | 35.07 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
52 | 35.10 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 9 | 2 |
54 | 35.12 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
65 | 35.17 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 9 | 5 |
69 | 35.19 | humidity | 80.0 | 1440 | < th | dose independent | sin | 4 | NA |
81 | 35.22 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 9 | 19 |
88 | 35.24 | humidity | 80.0 | 1440 | > th | dose independent | sin | 3 | NA |
100 | 35.27 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 11 | 7 |
108 | 35.29 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 11 | 10 |
117 | 35.31 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
143 | 35.36 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
145 | 35.36 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
147 | 35.36 | radiation | 20.0 | 14400 | > th | dose independent | rect. | 17 | 1 |
201 | 35.36 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
203 | 35.36 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 20 | 1 |
205 | 35.36 | radiation | 20.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
264 | 35.37 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 13 | 5 |
269 | 35.38 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 16 |
283 | 35.40 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 13 | 8 |
284 | 35.40 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 13 | 10 |
300 | 35.43 | radiation | 10.0 | 1440 | < th | dose dependent | sin | 16 | NA |
353 | 35.49 | wind | 5.0 | 270 | < th | dose independent | rect. | 18 | 9 |
355 | 35.49 | temperature | 25.0 | 270 | < th | dose independent | rect. | 15 | 16 |
356 | 35.49 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 21 | 15 |
364 | 35.51 | radiation | 1.0 | 270 | < th | dose independent | rect. | 4 | 2 |
395 | 35.55 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 16 |
412 | 35.57 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 3 | 4 |
437 | 35.61 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 17 |
446 | 35.63 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 16 | 1 |
468 | 35.69 | radiation | 1.0 | 270 | < th | dose independent | rect. | 4 | 4 |
480 | 35.70 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 22 |
486 | 35.70 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 4 | 10 |
488 | 35.70 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 22 |
503 | 35.71 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 5 | 7 |
521 | 35.73 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 20 | 7 |
535 | 35.74 | wind | 1.0 | 90 | > th | dose independent | rect. | 9 | 19 |
536 | 35.74 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 19 |
537 | 35.74 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 4 | 2 |
538 | 35.74 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 3 | 5 |
550 | 35.76 | wind | 1.0 | 90 | > th | dose independent | rect. | 4 | 5 |
551 | 35.76 | radiation | 1.0 | 90 | > th | dose independent | rect. | 9 | 10 |
626 | 35.81 | humidity | 80.0 | 1440 | < th | dose dependent | sin | 6 | NA |
634 | 35.81 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 17 | 14 |
640 | 35.82 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 22 | 4 |
653 | 35.82 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 7 | 20 |
654 | 35.83 | temperature | 20.0 | 720 | > th | dose independent | rect. | 3 | 3 |
661 | 35.83 | wind | 9.0 | 270 | < th | dose dependent | rect. | 19 | 8 |
683 | 35.84 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 20 |
701 | 35.84 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 20 |
703 | 35.85 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 16 | 1 |
744 | 35.87 | humidity | 80.0 | 270 | > th | dose independent | rect. | 3 | 4 |
767 | 35.89 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 9 | 18 |
781 | 35.89 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 9 | 18 |
803 | 35.91 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 16 |
805 | 35.91 | radiation | 40.0 | 10 | < th | dose independent | rect. | 4 | 18 |
816 | 35.91 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 16 |
819 | 35.92 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 10 | 3 |
821 | 35.92 | radiation | 20.0 | 270 | < th | dose independent | rect. | 3 | 4 |
822 | 35.92 | wind | 1.0 | 10 | > th | dose independent | rect. | 4 | 5 |
835 | 35.93 | humidity | 90.0 | 720 | > th | dose independent | rect. | 20 | 1 |
836 | 35.93 | radiation | 1.0 | 720 | > th | dose independent | rect. | 15 | 4 |
839 | 35.93 | wind | 9.0 | 90 | < th | dose independent | rect. | 3 | 6 |
840 | 35.93 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 6 |
842 | 35.93 | humidity | 50.0 | 90 | > th | dose independent | rect. | 3 | 6 |
843 | 35.93 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 6 |
844 | 35.93 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 3 | 6 |
847 | 35.93 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 8 |
856 | 35.93 | temperature | 10.0 | 90 | > th | dose independent | rect. | 9 | 18 |
877 | 35.94 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 6 |
879 | 35.94 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 1 | 7 |
886 | 35.94 | radiation | 40.0 | 90 | < th | dose independent | rect. | 4 | 16 |
913 | 35.95 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 6 |
945 | 35.96 | radiation | 1.0 | 1440 | > th | dose dependent | rect. | 16 | 1 |
982 | 35.98 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 7 | 8 |
985 | 35.98 | wind | 3.0 | 1440 | < th | dose dependent | rect. | 10 | 1 |