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Os04g0379400 |
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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25.58 | 0.238 | 13.3 | 0.00348 | 0.99 | 0.773 | 0.304 | 0.0633 | -0.214 | 21.3 | 0.9573 | 1513 | -- | -- |
25.44 | 0.235 | 13.3 | -0.00126 | 0.975 | 0.785 | 0.289 | -- | -0.218 | 21.1 | 0.67 | 1550 | -- | -- |
25.3 | 0.234 | 13.3 | 0.0305 | 0.964 | 0.901 | -- | 0.604 | -0.217 | 21 | 0.17 | 1559 | -- | -- |
25.7 | 0.236 | 13.3 | 0.055 | 0.976 | 0.806 | -- | -- | -0.222 | 21 | 0.1739 | 1560 | -- | -- |
47.78 | 0.324 | 13.3 | -0.123 | -- | 0.693 | -- | 0.0587 | -0.283 | -- | 0.17 | 1559 | -- | -- |
30.74 | 0.26 | 13.3 | -0.154 | 1.08 | -- | 0.287 | -- | -0.305 | 21.6 | -- | -- | -- | -- |
31.04 | 0.261 | 13.3 | -0.164 | 1.08 | -- | -- | -- | -0.306 | 21.6 | -- | -- | -- | -- |
47.77 | 0.323 | 13.3 | -0.121 | -- | 0.694 | -- | -- | -0.284 | -- | 0.1739 | 1560 | -- | -- |
25.7 | 0.236 | 13.3 | -- | 0.977 | 0.782 | -- | -- | -0.228 | 21 | 0.17 | 1559 | -- | -- |
100.14 | 0.468 | 13.3 | -0.156 | -- | -- | -- | -- | -0.308 | -- | -- | -- | -- | -- |
31.75 | 0.264 | 13.3 | -- | 1.08 | -- | -- | -- | -0.287 | 21.6 | -- | -- | -- | -- |
48.16 | 0.324 | 13.3 | -- | -- | 0.695 | -- | -- | -0.27 | -- | 0.1739 | 1560 | -- | -- |
100.78 | 0.469 | 13.3 | -- | -- | -- | -- | -- | -0.291 | -- | -- | -- | -- | -- |
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 | 24.49 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 22 |
2 | 24.58 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 3 | 5 |
3 | 24.59 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 4 | 3 |
4 | 24.65 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 5 | 5 |
25 | 25.02 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 24 | 5 |
27 | 25.03 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 18 | 18 |
28 | 25.06 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 22 |
30 | 25.06 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 10 | 18 |
35 | 25.09 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 24 | 5 |
36 | 25.10 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 4 | 1 |
37 | 25.10 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 5 | 1 |
40 | 25.14 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 9 | 19 |
45 | 25.17 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 4 | 19 |
46 | 25.18 | radiation | 1.0 | 90 | > th | dose independent | sin | 10 | NA |
55 | 25.24 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 5 | 18 |
64 | 25.29 | temperature | 20.0 | 270 | > th | dose independent | rect. | 4 | 3 |
69 | 25.31 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
71 | 25.32 | radiation | 1.0 | 270 | > th | dose independent | rect. | 18 | 13 |
75 | 25.33 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 10 | 19 |
80 | 25.35 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 6 | 7 |
81 | 25.36 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
84 | 25.36 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 24 | 5 |
96 | 25.40 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 16 | 4 |
112 | 25.43 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 16 | 17 |
114 | 25.44 | temperature | 25.0 | 10 | > th | dose independent | rect. | 5 | 5 |
118 | 25.45 | radiation | 1.0 | 270 | > th | dose independent | rect. | 5 | 2 |
120 | 25.45 | radiation | 1.0 | 90 | < th | dose independent | rect. | 22 | 19 |
125 | 25.48 | radiation | 1.0 | 90 | < th | dose independent | sin | 10 | NA |
138 | 25.48 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 18 | 10 |
139 | 25.48 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 7 | 21 |
146 | 25.49 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 22 | 19 |
149 | 25.51 | temperature | 20.0 | 270 | > th | dose independent | rect. | 3 | 5 |
162 | 25.53 | temperature | 15.0 | 270 | > th | dose independent | rect. | 3 | 18 |
178 | 25.56 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 16 | 4 |
179 | 25.56 | radiation | 1.0 | 1440 | < th | dose dependent | sin | 10 | NA |
185 | 25.57 | wind | 9.0 | 14400 | < th | dose independent | rect. | 5 | 6 |
197 | 25.58 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 16 | 13 |
206 | 25.59 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 16 | 11 |
211 | 25.59 | radiation | 1.0 | 1440 | < th | dose dependent | sin | 6 | NA |
225 | 25.60 | radiation | 1.0 | 90 | < th | dose dependent | sin | 10 | NA |
228 | 25.60 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 24 | 12 |
240 | 25.61 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 2 | 10 |
247 | 25.61 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 17 | 16 |
252 | 25.62 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 8 | 8 |
264 | 25.63 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 17 | 4 |
319 | 25.66 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 7 | 20 |
325 | 25.67 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 13 | NA |
341 | 25.68 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 18 | 16 |
347 | 25.69 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 15 |
350 | 25.69 | wind | 5.0 | 10 | < th | dose dependent | rect. | 5 | 5 |
357 | 25.69 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 15 |
419 | 25.74 | wind | 7.0 | 270 | < th | dose dependent | rect. | 3 | 6 |
438 | 25.75 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
439 | 25.75 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 18 | 14 |
440 | 25.75 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 18 | 16 |
453 | 25.76 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 18 | 11 |
458 | 25.76 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 18 | 20 |
476 | 25.77 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 18 | 20 |
493 | 25.78 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 9 |
511 | 25.79 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 2 | 8 |
512 | 25.79 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 18 |
519 | 25.79 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 18 |
523 | 25.80 | wind | 3.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
538 | 25.80 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 23 |
546 | 25.81 | wind | 5.0 | 270 | < th | dose independent | rect. | 21 | 6 |
555 | 25.81 | humidity | 80.0 | 270 | > th | dose independent | rect. | 7 | 20 |
574 | 25.82 | wind | 9.0 | 14400 | < th | dose independent | rect. | 7 | 4 |
584 | 25.83 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 23 | 1 |
587 | 25.83 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 10 |
591 | 25.83 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 10 | 3 |
604 | 25.83 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 22 |
608 | 25.84 | temperature | 15.0 | 270 | > th | dose independent | rect. | 16 | 15 |
630 | 25.85 | wind | 7.0 | 270 | < th | dose dependent | rect. | 4 | 3 |
635 | 25.85 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 16 | 16 |
647 | 25.86 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 16 | 20 |
672 | 25.87 | temperature | 15.0 | 270 | > th | dose independent | rect. | 1 | 22 |
710 | 25.89 | humidity | 60.0 | 14400 | < th | dose independent | sin | 12 | NA |
711 | 25.89 | wind | 3.0 | 43200 | > th | dose independent | rect. | 11 | 2 |
712 | 25.89 | radiation | 1.0 | 90 | < th | dose independent | rect. | 22 | 10 |
720 | 25.89 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 16 | 19 |
740 | 25.90 | wind | 3.0 | 10 | < th | dose independent | rect. | 5 | 5 |
758 | 25.90 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 18 | 11 |
766 | 25.90 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 24 | 23 |
767 | 25.91 | humidity | 90.0 | 14400 | > th | dose independent | sin | 12 | NA |
771 | 25.91 | radiation | 30.0 | 270 | < th | dose independent | rect. | 16 | 15 |
786 | 25.91 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 22 | 10 |
790 | 25.91 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 16 | 18 |
802 | 25.92 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 19 | 6 |
840 | 25.93 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 9 |
841 | 25.93 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 9 |
866 | 25.94 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 11 | 2 |
887 | 25.95 | humidity | 90.0 | 14400 | > th | dose dependent | no | NA | NA |
912 | 25.96 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 6 |
920 | 25.96 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 21 |
939 | 25.97 | wind | 3.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
945 | 25.97 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 13 |
966 | 25.98 | wind | 3.0 | 43200 | > th | dose independent | rect. | 2 | 13 |
973 | 25.98 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 16 | 15 |
981 | 25.98 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 18 | 2 |