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Os06g0575100 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90.37 | 0.443 | -1200 | 7350 | 0.146 | -228000 | 0.264 | 1390000 | -0.00922 | 10.4 | 995 | 272 | -- | -- |
96.34 | 0.461 | 3.06 | 0.0828 | 0.117 | 0.0127 | 0.284 | -- | -0.0214 | 11.7 | 995 | 272 | -- | -- |
7356.69 | 3.99 | -1210 | 7380 | 2.5 | -228000 | -- | 1390000 | 2.35 | 18.1 | 995 | 271 | -- | -- |
89.77 | 0.441 | 3.06 | 0.0661 | 0.113 | 1.84 | -- | -- | -0.0148 | 12.2 | 994.7 | 272 | -- | -- |
91.89 | 0.446 | -1210 | 7390 | -- | -228000 | -- | 1390000 | -0.0119 | -- | 995 | 272 | -- | -- |
96.34 | 0.46 | 3.06 | 0.0829 | 0.117 | -- | 0.285 | -- | -0.0214 | 11.7 | -- | -- | -- | -- |
96.62 | 0.46 | 3.06 | 0.0931 | 0.122 | -- | -- | -- | -0.0211 | 10.5 | -- | -- | -- | -- |
90.65 | 0.443 | 3.06 | 0.0711 | -- | 1.86 | -- | -- | -0.0141 | -- | 994.6 | 272 | -- | -- |
89.55 | 0.441 | 3.06 | -- | 0.116 | 1.9 | -- | -- | -0.0189 | 9.37 | 994.7 | 274 | -- | -- |
97.53 | 0.461 | 3.06 | 0.0911 | -- | -- | -- | -- | -0.0216 | -- | -- | -- | -- | -- |
96.85 | 0.46 | 3.06 | -- | 0.121 | -- | -- | -- | -0.0315 | 10.4 | -- | -- | -- | -- |
90.78 | 0.444 | 3.06 | -- | -- | 1.87 | -- | -- | -0.0208 | -- | 994.7 | 271 | -- | -- |
97.75 | 0.461 | 3.07 | -- | -- | -- | -- | -- | -0.0317 | -- | -- | -- | -- | -- |
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 | 82.07 | atmosphere | 1000 | 90 | < th | dose independent | rect. | 18 | 2 |
2 | 82.07 | atmosphere | 1000 | 90 | < th | dose dependent | rect. | 18 | 2 |
30 | 83.71 | temperature | 30 | 270 | > th | dose dependent | rect. | 16 | 19 |
32 | 84.21 | humidity | 70 | 90 | < th | dose independent | rect. | 18 | 1 |
33 | 84.67 | temperature | 30 | 270 | > th | dose dependent | rect. | 17 | 17 |
34 | 84.74 | temperature | 30 | 270 | > th | dose independent | rect. | 17 | 17 |
44 | 85.35 | temperature | 30 | 270 | > th | dose independent | rect. | 18 | 15 |
57 | 85.99 | atmosphere | 1000 | 10 | < th | dose dependent | rect. | 10 | 2 |
59 | 86.02 | atmosphere | 1000 | 90 | < th | dose dependent | rect. | 10 | 1 |
74 | 86.18 | atmosphere | 1000 | 720 | < th | dose independent | rect. | 9 | 2 |
75 | 86.18 | atmosphere | 1000 | 720 | < th | dose independent | rect. | 8 | 4 |
78 | 86.28 | atmosphere | 1000 | 720 | < th | dose dependent | rect. | 9 | 3 |
81 | 86.36 | temperature | 30 | 270 | > th | dose dependent | sin | 10 | NA |
87 | 86.59 | wind | 1 | 10 | < th | dose independent | rect. | 12 | 1 |
89 | 86.59 | wind | 1 | 10 | < th | dose dependent | rect. | 12 | 1 |
91 | 86.62 | atmosphere | 1000 | 90 | < th | dose independent | rect. | 10 | 1 |
92 | 86.63 | temperature | 30 | 720 | > th | dose dependent | rect. | 8 | 3 |
107 | 86.69 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 10 | 2 |
142 | 87.05 | temperature | 30 | 720 | > th | dose independent | rect. | 8 | 1 |
190 | 87.30 | temperature | 30 | 270 | > th | dose independent | sin | 10 | NA |
215 | 87.64 | atmosphere | 995 | 270 | > th | dose independent | sin | 9 | NA |
223 | 87.80 | humidity | 70 | 90 | < th | dose dependent | rect. | 18 | 1 |
257 | 88.30 | atmosphere | 1000 | 270 | < th | dose dependent | rect. | 7 | 13 |
287 | 88.60 | atmosphere | 1000 | 10 | < th | dose dependent | rect. | 10 | 11 |
336 | 88.98 | atmosphere | 1000 | 10 | < th | dose dependent | rect. | 19 | 18 |
407 | 89.38 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 10 | 11 |
441 | 89.47 | wind | 9 | 14400 | > th | dose dependent | rect. | 13 | 1 |
450 | 89.52 | atmosphere | 995 | 270 | < th | dose independent | sin | 9 | NA |
488 | 89.62 | temperature | 30 | 270 | > th | dose dependent | rect. | 16 | 3 |
503 | 89.63 | atmosphere | 995 | 270 | > th | dose independent | rect. | 12 | 23 |
504 | 89.63 | temperature | 30 | 90 | > th | dose dependent | rect. | 10 | 1 |
514 | 89.66 | atmosphere | 1000 | 270 | < th | dose independent | rect. | 7 | 13 |
517 | 89.68 | radiation | 10 | 270 | > th | dose dependent | rect. | 17 | 1 |
539 | 89.75 | atmosphere | 1000 | 10 | < th | dose dependent | rect. | 6 | 15 |
578 | 89.86 | wind | 9 | 14400 | > th | dose independent | rect. | 13 | 1 |
624 | 89.92 | wind | 9 | 14400 | > th | dose dependent | rect. | 15 | 1 |
643 | 89.94 | radiation | 10 | 270 | > th | dose independent | rect. | 17 | 1 |
674 | 89.98 | atmosphere | 995 | 270 | < th | dose dependent | sin | 9 | NA |
702 | 90.02 | wind | 9 | 14400 | > th | dose independent | rect. | 15 | 1 |
770 | 90.07 | temperature | 30 | 270 | > th | dose independent | rect. | 17 | 2 |
787 | 90.07 | wind | 9 | 14400 | > th | dose dependent | rect. | 3 | 13 |
794 | 90.09 | wind | 9 | 14400 | > th | dose dependent | rect. | 4 | 10 |
853 | 90.21 | wind | 9 | 14400 | > th | dose independent | rect. | 13 | 3 |
902 | 90.27 | wind | 9 | 14400 | < th | dose independent | rect. | 15 | 1 |
935 | 90.28 | atmosphere | 1000 | 270 | < th | dose dependent | sin | 21 | NA |