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Os07g0616800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Sucrose synthase 3 (EC 2.4.1.13) (Sucrose-UDP glucosyltransferase 3).
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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 = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
467.86 | 1.02 | 3.26 | 0.142 | 0.344 | 6.33 | -0.291 | 5.48 | -0.129 | 0.109 | 24.65 | 6 | 14 | 1.92 |
472.83 | 1.01 | 3.27 | 0.245 | 0.357 | 5.09 | -0.352 | -- | -0.107 | 0.504 | 24.7 | 83 | 13.9 | 0.0178 |
468.35 | 1.01 | 3.26 | 0.153 | 0.335 | 6.21 | -- | 5.5 | -0.129 | 23.6 | 24.56 | 4 | 13.7 | 2.02 |
472.78 | 1.01 | 3.25 | 0.207 | 0.36 | 4.89 | -- | -- | -0.109 | 23.6 | 25.09 | 82 | 14 | 0.0162 |
475.9 | 1.02 | 3.26 | 0.142 | -- | 6.09 | -- | 5.27 | -0.137 | -- | 24.62 | 4 | 13.8 | 2.02 |
511.21 | 1.06 | 3.27 | 0.124 | 0.279 | -- | -0.168 | -- | -0.16 | 23.1 | -- | -- | -- | -- |
511.28 | 1.06 | 3.27 | 0.132 | 0.282 | -- | -- | -- | -0.158 | 22.7 | -- | -- | -- | -- |
480.06 | 1.02 | 3.25 | 0.188 | -- | 4.65 | -- | -- | -0.113 | -- | 25.1 | 84 | 14 | 0.0166 |
473.6 | 1.01 | 3.26 | -- | 0.35 | 4.82 | -- | -- | -0.139 | 23.6 | 25.1 | 96 | 14 | 0.0167 |
516.2 | 1.06 | 3.26 | 0.138 | -- | -- | -- | -- | -0.157 | -- | -- | -- | -- | -- |
511.74 | 1.06 | 3.27 | -- | 0.283 | -- | -- | -- | -0.173 | 22.7 | -- | -- | -- | -- |
481 | 1.02 | 3.25 | -- | -- | 4.61 | -- | -- | -0.141 | -- | 25.1 | 85 | 14 | 0.00445 |
516.7 | 1.06 | 3.26 | -- | -- | -- | -- | -- | -0.172 | -- | -- | -- | -- | -- |
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 | 467.99 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 14 | 1 |
14 | 474.28 | temperature | 25.0 | 10 | < th | dose independent | rect. | 13 | 1 |
25 | 475.62 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 20 | 6 |
26 | 475.62 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 20 | 6 |
34 | 476.90 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 24 | 2 |
35 | 476.90 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 24 | 2 |
36 | 477.11 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 7 | 6 |
37 | 477.43 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 24 | 4 |
38 | 477.66 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
46 | 479.19 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 10 | 3 |
49 | 479.82 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 2 | 2 |
59 | 480.56 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
64 | 480.96 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 10 | 1 |
66 | 480.96 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 10 | 1 |
68 | 481.07 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 10 | 1 |
71 | 481.07 | temperature | 15.0 | 4320 | < th | dose dependent | rect. | 10 | 1 |
83 | 481.40 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 4 | 9 |
84 | 481.52 | wind | 1.0 | 30 | < th | dose dependent | rect. | 24 | 2 |
88 | 481.63 | temperature | 20.0 | 90 | < th | dose independent | rect. | 2 | 1 |
89 | 481.64 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 23 | 3 |
91 | 481.64 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 23 | 3 |
105 | 482.41 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 13 | 1 |
111 | 482.70 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
122 | 482.93 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 13 | 1 |
125 | 483.03 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 4 | 10 |
141 | 483.52 | temperature | 20.0 | 270 | < th | dose independent | rect. | 24 | 4 |
143 | 483.56 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 4 | 8 |
163 | 484.15 | wind | 1.0 | 30 | < th | dose independent | rect. | 24 | 2 |
274 | 485.08 | wind | 7.0 | 1440 | > th | dose dependent | rect. | 1 | 2 |
278 | 485.10 | wind | 7.0 | 1440 | > th | dose independent | rect. | 1 | 2 |
321 | 485.46 | temperature | 20.0 | 270 | < th | dose independent | rect. | 24 | 8 |
348 | 485.85 | temperature | 15.0 | 4320 | < th | dose independent | sin | 0 | NA |
374 | 486.16 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 4 | 1 |
384 | 486.29 | temperature | 15.0 | 4320 | > th | dose independent | sin | 0 | NA |
393 | 486.35 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 4 | 3 |
422 | 486.57 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 13 | 1 |
434 | 486.72 | wind | 1.0 | 10 | < th | dose dependent | rect. | 21 | 5 |
463 | 487.06 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 15 | 1 |
497 | 487.57 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 3 | 20 |
508 | 487.79 | wind | 3.0 | 4320 | > th | dose dependent | rect. | 6 | 3 |
538 | 488.12 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 10 | 6 |
550 | 488.28 | precipitation | 0.1 | 10 | < th | dose independent | sin | 19 | NA |
551 | 488.28 | precipitation | 0.1 | 10 | < th | dose dependent | sin | 19 | NA |
599 | 488.83 | precipitation | 0.1 | 10 | > th | dose independent | sin | 19 | NA |
607 | 488.90 | precipitation | 0.1 | 10 | > th | dose dependent | sin | 19 | NA |
674 | 489.38 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 16 | 5 |
700 | 489.59 | wind | 3.0 | 4320 | > th | dose independent | rect. | 7 | 2 |
706 | 489.62 | wind | 5.0 | 10 | > th | dose independent | rect. | 22 | 8 |
709 | 489.63 | wind | 1.0 | 4320 | > th | dose dependent | rect. | 4 | 5 |
717 | 489.72 | wind | 5.0 | 30 | > th | dose dependent | rect. | 22 | 2 |
721 | 489.77 | wind | 5.0 | 10 | > th | dose independent | rect. | 22 | 2 |
748 | 489.92 | wind | 5.0 | 30 | > th | dose dependent | rect. | 22 | 8 |
757 | 489.97 | atmosphere | 1000.0 | 90 | < th | dose independent | rect. | 16 | 3 |
789 | 490.09 | temperature | 20.0 | 720 | < th | dose independent | rect. | 16 | 1 |
813 | 490.20 | atmosphere | 1000.0 | 90 | < th | dose dependent | rect. | 16 | 1 |
823 | 490.24 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 6 | 1 |
829 | 490.25 | wind | 1.0 | 4320 | > th | dose dependent | rect. | 1 | 10 |
831 | 490.26 | wind | 9.0 | 4320 | < th | dose dependent | rect. | 4 | 5 |
836 | 490.30 | temperature | 15.0 | 1440 | < th | dose dependent | rect. | 4 | 1 |
843 | 490.33 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 16 | 1 |
845 | 490.34 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 16 | 3 |
865 | 490.42 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 16 | 1 |
868 | 490.42 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 16 | 1 |
872 | 490.43 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 13 | 1 |
887 | 490.49 | temperature | 15.0 | 4320 | < th | dose dependent | sin | 22 | NA |
894 | 490.51 | wind | 1.0 | 270 | < th | dose dependent | rect. | 22 | 1 |
910 | 490.57 | wind | 3.0 | 4320 | < th | dose independent | rect. | 7 | 2 |
912 | 490.58 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 4 | 1 |
949 | 490.71 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 16 | 3 |
966 | 490.77 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 17 | 1 |
994 | 490.77 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 17 | 1 |