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Os05g0518200 |
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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
160.4 | 0.595 | 3.77 | -0.326 | 0.971 | -1.24 | -1.08 | -3.17 | -0.213 | 21.6 | 995.9 | 5024 | -- | -- |
163.36 | 0.595 | 3.77 | -0.355 | 0.971 | -0.78 | -1.09 | -- | -0.213 | 21.6 | 996.1 | 5873 | -- | -- |
164.58 | 0.597 | 3.77 | -0.306 | 0.968 | -1.21 | -- | -3.04 | -0.213 | 21.7 | 996 | 4918 | -- | -- |
167.82 | 0.603 | 3.76 | -0.316 | 0.975 | -0.785 | -- | -- | -0.211 | 21.7 | 996.3 | 5729 | -- | -- |
220.86 | 0.692 | 3.74 | -0.275 | -- | -1.23 | -- | -3.19 | -0.218 | -- | 995.7 | 5276 | -- | -- |
169.56 | 0.61 | 3.77 | -0.356 | 0.96 | -- | -1.1 | -- | -0.245 | 21.6 | -- | -- | -- | -- |
174.11 | 0.618 | 3.77 | -0.316 | 0.964 | -- | -- | -- | -0.244 | 21.7 | -- | -- | -- | -- |
224.04 | 0.697 | 3.74 | -0.308 | -- | -0.683 | -- | -- | -0.216 | -- | 996.1 | 6616 | -- | -- |
170.42 | 0.608 | 3.76 | -- | 0.974 | -0.788 | -- | -- | -0.177 | 21.7 | 996 | 5978 | -- | -- |
229.3 | 0.708 | 3.75 | -0.307 | -- | -- | -- | -- | -0.245 | -- | -- | -- | -- | -- |
176.73 | 0.622 | 3.76 | -- | 0.963 | -- | -- | -- | -0.208 | 21.7 | -- | -- | -- | -- |
226.54 | 0.701 | 3.73 | -- | -- | -0.696 | -- | -- | -0.183 | -- | 995.9 | 6473 | -- | -- |
231.78 | 0.711 | 3.74 | -- | -- | -- | -- | -- | -0.211 | -- | -- | -- | -- | -- |
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 | 155.47 | atmosphere | 1000 | 90 | < th | dose independent | rect. | 5 | 2 |
2 | 155.49 | atmosphere | 1000 | 90 | < th | dose dependent | rect. | 5 | 2 |
6 | 156.54 | atmosphere | 1000 | 10 | < th | dose dependent | rect. | 5 | 3 |
7 | 156.59 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 5 | 3 |
9 | 156.66 | wind | 7 | 10 | > th | dose dependent | rect. | 18 | 2 |
26 | 157.09 | temperature | 25 | 4320 | > th | dose independent | rect. | 24 | 1 |
28 | 157.16 | temperature | 25 | 4320 | < th | dose independent | rect. | 2 | 1 |
90 | 157.71 | temperature | 25 | 4320 | > th | dose dependent | rect. | 24 | 1 |
124 | 157.85 | temperature | 25 | 270 | > th | dose dependent | rect. | 4 | 1 |
126 | 157.91 | wind | 9 | 10 | > th | dose independent | rect. | 18 | 2 |
133 | 158.20 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 5 | 1 |
140 | 158.20 | atmosphere | 1000 | 10 | < th | dose dependent | rect. | 5 | 1 |
166 | 158.32 | wind | 9 | 90 | > th | dose independent | rect. | 18 | 8 |
186 | 158.39 | wind | 9 | 90 | > th | dose independent | rect. | 18 | 5 |
201 | 158.45 | temperature | 25 | 720 | > th | dose independent | rect. | 24 | 3 |
211 | 158.60 | temperature | 25 | 30 | > th | dose dependent | rect. | 5 | 1 |
229 | 158.66 | temperature | 20 | 90 | < th | dose independent | rect. | 6 | 1 |
284 | 159.02 | humidity | 80 | 14400 | < th | dose dependent | rect. | 4 | 1 |
285 | 159.03 | temperature | 20 | 90 | < th | dose dependent | rect. | 6 | 1 |
286 | 159.05 | wind | 9 | 10 | > th | dose dependent | sin | 11 | NA |
320 | 159.33 | humidity | 80 | 14400 | < th | dose dependent | rect. | 1 | 1 |
327 | 159.39 | wind | 9 | 10 | > th | dose independent | sin | 12 | NA |
330 | 159.42 | wind | 7 | 10 | > th | dose independent | rect. | 16 | 5 |
338 | 159.48 | humidity | 80 | 14400 | < th | dose dependent | rect. | 24 | 5 |
339 | 159.49 | wind | 9 | 10 | < th | dose independent | sin | 14 | NA |
351 | 159.56 | humidity | 80 | 14400 | < th | dose dependent | rect. | 21 | 11 |
354 | 159.57 | humidity | 80 | 14400 | < th | dose dependent | rect. | 24 | 8 |
370 | 159.63 | humidity | 80 | 14400 | < th | dose dependent | rect. | 21 | 9 |
373 | 159.66 | humidity | 80 | 14400 | < th | dose independent | rect. | 24 | 9 |
399 | 159.75 | wind | 7 | 10 | > th | dose independent | rect. | 16 | 13 |
413 | 159.78 | humidity | 90 | 10 | < th | dose dependent | rect. | 17 | 3 |
425 | 159.83 | humidity | 70 | 270 | < th | dose dependent | rect. | 16 | 1 |
435 | 159.88 | humidity | 80 | 14400 | > th | dose independent | rect. | 23 | 10 |
438 | 159.89 | radiation | 20 | 270 | > th | dose dependent | rect. | 16 | 1 |
442 | 159.89 | radiation | 1 | 90 | < th | dose dependent | rect. | 6 | 4 |
449 | 159.89 | atmosphere | 1005 | 90 | < th | dose dependent | rect. | 4 | 9 |
457 | 159.90 | radiation | 1 | 90 | < th | dose dependent | rect. | 7 | 2 |
471 | 159.95 | atmosphere | 995 | 1440 | > th | dose independent | rect. | 18 | 2 |
490 | 160.02 | temperature | 25 | 270 | < th | dose independent | rect. | 21 | 7 |
493 | 160.02 | humidity | 80 | 270 | < th | dose dependent | rect. | 15 | 3 |
538 | 160.06 | atmosphere | 995 | 30 | > th | dose dependent | rect. | 3 | 14 |
539 | 160.07 | humidity | 60 | 270 | < th | dose independent | rect. | 16 | 1 |
540 | 160.08 | temperature | 25 | 1440 | > th | dose dependent | rect. | 3 | 3 |
576 | 160.14 | atmosphere | 1000 | 30 | > th | dose independent | rect. | 3 | 14 |
577 | 160.16 | humidity | 90 | 720 | < th | dose independent | rect. | 24 | 2 |
608 | 160.25 | temperature | 25 | 270 | > th | dose independent | rect. | 4 | 2 |
628 | 160.32 | humidity | 80 | 14400 | > th | dose independent | rect. | 24 | 1 |
631 | 160.32 | radiation | 1 | 30 | > th | dose dependent | rect. | 18 | 1 |
679 | 160.47 | temperature | 25 | 1440 | > th | dose dependent | rect. | 5 | 1 |
711 | 160.50 | atmosphere | 995 | 1440 | > th | dose independent | rect. | 18 | 5 |
718 | 160.52 | temperature | 25 | 270 | < th | dose independent | rect. | 18 | 10 |
727 | 160.56 | temperature | 25 | 30 | > th | dose independent | rect. | 5 | 1 |
729 | 160.56 | wind | 9 | 14400 | > th | dose dependent | rect. | 12 | 2 |
745 | 160.62 | atmosphere | 1000 | 270 | > th | dose independent | rect. | 18 | 23 |
759 | 160.66 | humidity | 80 | 10 | < th | dose dependent | rect. | 17 | 8 |
774 | 160.67 | atmosphere | 1015 | 270 | < th | dose dependent | rect. | 4 | 16 |
800 | 160.74 | wind | 9 | 14400 | > th | dose independent | rect. | 13 | 1 |
801 | 160.74 | humidity | 80 | 14400 | > th | dose independent | rect. | 24 | 5 |
802 | 160.74 | atmosphere | 1000 | 10 | > th | dose independent | rect. | 20 | 21 |
806 | 160.76 | humidity | 80 | 14400 | < th | dose independent | rect. | 1 | 1 |
813 | 160.77 | humidity | 80 | 10 | < th | dose dependent | rect. | 17 | 12 |
823 | 160.80 | wind | 9 | 14400 | < th | dose independent | rect. | 13 | 1 |
849 | 160.84 | humidity | 80 | 14400 | < th | dose independent | rect. | 20 | 10 |
854 | 160.85 | humidity | 80 | 14400 | > th | dose independent | rect. | 4 | 1 |
859 | 160.86 | humidity | 80 | 14400 | < th | dose independent | rect. | 5 | 1 |
874 | 160.89 | humidity | 60 | 270 | < th | dose independent | rect. | 15 | 18 |
876 | 160.89 | humidity | 70 | 270 | < th | dose dependent | rect. | 15 | 17 |
879 | 160.90 | humidity | 80 | 14400 | < th | dose independent | rect. | 24 | 6 |
896 | 160.95 | wind | 3 | 43200 | < th | dose dependent | rect. | 21 | 3 |
900 | 160.96 | temperature | 25 | 270 | < th | dose independent | rect. | 9 | 19 |
956 | 161.06 | atmosphere | 1015 | 10 | < th | dose dependent | rect. | 7 | 15 |
977 | 161.11 | atmosphere | 1000 | 90 | > th | dose independent | rect. | 20 | 10 |
978 | 161.11 | atmosphere | 1000 | 10 | > th | dose independent | rect. | 22 | 19 |