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Os10g0573400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52.76 | 0.341 | 11.9 | 0.324 | 0.229 | 0.68 | 1.66 | -0.821 | -0.204 | 6.24 | 79.73 | 793 | -- | -- |
53.25 | 0.34 | 11.9 | 0.356 | 0.155 | 0.616 | 1.85 | -- | -0.21 | 6.7 | 80.75 | 865 | -- | -- |
57.36 | 0.353 | 11.9 | 0.325 | 0.254 | 0.57 | -- | -1.59 | -0.217 | 3.73 | 82 | 726 | -- | -- |
60.2 | 0.364 | 11.9 | 0.45 | 0.529 | 0.581 | -- | -- | -0.215 | 1.25 | 82 | 726 | -- | -- |
60.06 | 0.361 | 11.9 | 0.313 | -- | 0.66 | -- | -1.41 | -0.214 | -- | 78.44 | 926 | -- | -- |
61.55 | 0.368 | 11.9 | 0.446 | 0.129 | -- | -1.57 | -- | -0.229 | 19.9 | -- | -- | -- | -- |
64.53 | 0.376 | 11.9 | 0.476 | 0.285 | -- | -- | -- | -0.237 | 0.403 | -- | -- | -- | -- |
62.15 | 0.367 | 11.9 | 0.374 | -- | 0.573 | -- | -- | -0.214 | -- | 78.93 | 1036 | -- | -- |
64.12 | 0.373 | 11.9 | -- | 0.203 | 0.506 | -- | -- | -0.258 | 0.284 | 74 | 1222 | -- | -- |
69.64 | 0.39 | 11.9 | 0.486 | -- | -- | -- | -- | -0.233 | -- | -- | -- | -- | -- |
70.5 | 0.393 | 11.9 | -- | 0.292 | -- | -- | -- | -0.29 | 0.487 | -- | -- | -- | -- |
66 | 0.378 | 11.9 | -- | -- | 0.642 | -- | -- | -0.241 | -- | 76.78 | 1069 | -- | -- |
75.87 | 0.407 | 11.9 | -- | -- | -- | -- | -- | -0.287 | -- | -- | -- | -- | -- |
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 | 49.60 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 1 | 15 |
5 | 50.21 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 1 | 14 |
10 | 50.45 | humidity | 60.0 | 270 | > th | dose independent | rect. | 10 | 9 |
18 | 50.65 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 11 | 10 |
21 | 50.72 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 11 | 10 |
25 | 50.80 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 10 | 8 |
35 | 50.92 | humidity | 60.0 | 270 | > th | dose independent | rect. | 24 | 18 |
45 | 51.14 | humidity | 60.0 | 720 | > th | dose independent | rect. | 16 | 21 |
74 | 51.49 | humidity | 70.0 | 720 | > th | dose independent | rect. | 17 | 14 |
79 | 51.51 | humidity | 80.0 | 10 | > th | dose independent | rect. | 1 | 15 |
81 | 51.52 | humidity | 70.0 | 720 | < th | dose independent | rect. | 15 | 17 |
93 | 51.60 | humidity | 70.0 | 720 | > th | dose independent | rect. | 16 | 18 |
98 | 51.63 | humidity | 50.0 | 270 | > th | dose independent | rect. | 22 | 22 |
104 | 51.66 | humidity | 70.0 | 720 | > th | dose independent | sin | 12 | NA |
105 | 51.66 | humidity | 70.0 | 720 | < th | dose independent | rect. | 15 | 4 |
108 | 51.68 | radiation | 20.0 | 30 | < th | dose independent | rect. | 1 | 14 |
117 | 51.71 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 11 | 7 |
165 | 51.87 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 11 | 4 |
175 | 51.92 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 12 | 9 |
177 | 51.93 | wind | 1.0 | 30 | > th | dose independent | rect. | 17 | 8 |
184 | 51.95 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 13 | 6 |
198 | 51.99 | humidity | 50.0 | 10 | > th | dose dependent | sin | 0 | NA |
205 | 52.01 | humidity | 70.0 | 720 | < th | dose independent | sin | 14 | NA |
222 | 52.03 | radiation | 40.0 | 90 | < th | dose independent | rect. | 1 | 14 |
241 | 52.09 | humidity | 60.0 | 720 | > th | dose independent | sin | 1 | NA |
286 | 52.21 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 13 | 20 |
317 | 52.28 | radiation | 30.0 | 90 | < th | dose dependent | sin | 6 | NA |
329 | 52.30 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 1 | 20 |
357 | 52.34 | humidity | 90.0 | 720 | < th | dose dependent | sin | 19 | NA |
378 | 52.38 | humidity | 80.0 | 720 | < th | dose dependent | sin | 17 | NA |
406 | 52.44 | humidity | 60.0 | 720 | > th | dose independent | rect. | 9 | 4 |
444 | 52.50 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 3 | 14 |
465 | 52.54 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 3 | 17 |
480 | 52.57 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 1 | 16 |
514 | 52.62 | wind | 9.0 | 30 | < th | dose independent | rect. | 17 | 8 |
515 | 52.62 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 17 | 8 |
521 | 52.62 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 17 | 8 |
537 | 52.64 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 17 | 8 |
539 | 52.64 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 1 | 16 |
541 | 52.64 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 22 | 4 |
542 | 52.64 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 1 | 16 |
558 | 52.66 | radiation | 1.0 | 720 | > th | dose dependent | rect. | 15 | 3 |
573 | 52.67 | temperature | 10.0 | 10 | > th | dose independent | rect. | 17 | 8 |
575 | 52.67 | radiation | 20.0 | 10 | < th | dose independent | rect. | 17 | 8 |
581 | 52.67 | temperature | 10.0 | 10 | > th | dose independent | rect. | 1 | 16 |
586 | 52.67 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 1 | 16 |
615 | 52.69 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 19 | 7 |
620 | 52.70 | radiation | 30.0 | 30 | < th | dose dependent | rect. | 16 | 9 |
622 | 52.71 | humidity | 50.0 | 10 | > th | dose independent | rect. | 17 | 8 |
624 | 52.71 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 17 | 9 |
681 | 52.79 | wind | 7.0 | 90 | < th | dose independent | rect. | 21 | 14 |
698 | 52.81 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 15 | 1 |
716 | 52.83 | wind | 9.0 | 30 | < th | dose independent | rect. | 1 | 16 |
725 | 52.84 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 18 | 8 |
728 | 52.84 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 18 | 8 |
730 | 52.84 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 18 | 8 |
743 | 52.84 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 16 |
751 | 52.84 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 17 | 8 |
761 | 52.86 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 18 | 8 |
776 | 52.87 | humidity | 70.0 | 10 | > th | dose independent | rect. | 17 | 8 |
832 | 52.92 | radiation | 10.0 | 720 | > th | dose independent | sin | 14 | NA |
838 | 52.92 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 9 | 8 |
841 | 52.92 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 21 | 14 |
844 | 52.93 | radiation | 1.0 | 720 | > th | dose independent | rect. | 12 | 7 |
912 | 52.98 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 1 | 17 |
947 | 53.01 | temperature | 30.0 | 30 | < th | dose independent | rect. | 1 | 16 |
974 | 53.03 | humidity | 50.0 | 720 | > th | dose dependent | sin | 1 | NA |