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Os05g0472300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Ribonuclease P subunit family 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.03 | 0.23 | 9.53 | 0.156 | 0.478 | 0.56 | 0.189 | -0.091 | 0.225 | 0.0542 | 80 | 1375 | -- | -- |
24.04 | 0.228 | 9.53 | 0.149 | 0.48 | 0.555 | 0.19 | -- | 0.223 | 0.0629 | 79.98 | 1371 | -- | -- |
24.18 | 0.229 | 9.53 | 0.15 | 0.481 | 0.553 | -- | -0.1 | 0.225 | 0.0748 | 79.98 | 1365 | -- | -- |
24.19 | 0.229 | 9.53 | 0.141 | 0.481 | 0.549 | -- | -- | 0.223 | 0.0823 | 79.89 | 1365 | -- | -- |
35.38 | 0.279 | 9.53 | 0.143 | -- | 0.228 | -- | 0.0789 | 0.199 | -- | 80 | 1608 | -- | -- |
27.83 | 0.247 | 9.54 | 0.13 | 0.462 | -- | 0.146 | -- | 0.191 | 23.8 | -- | -- | -- | -- |
27.92 | 0.247 | 9.54 | 0.124 | 0.461 | -- | -- | -- | 0.19 | 23.9 | -- | -- | -- | -- |
35.26 | 0.278 | 9.53 | 0.158 | -- | 0.233 | -- | -- | 0.187 | -- | 78.32 | 3110 | -- | -- |
24.72 | 0.232 | 9.53 | -- | 0.475 | 0.533 | -- | -- | 0.208 | 0.0756 | 80 | 1379 | -- | -- |
41.3 | 0.3 | 9.53 | 0.138 | -- | -- | -- | -- | 0.196 | -- | -- | -- | -- | -- |
28.33 | 0.249 | 9.54 | -- | 0.462 | -- | -- | -- | 0.176 | 23.9 | -- | -- | -- | -- |
35.92 | 0.28 | 9.53 | -- | -- | 0.23 | -- | -- | 0.17 | -- | 78.32 | 3110 | -- | -- |
41.8 | 0.302 | 9.53 | -- | -- | -- | -- | -- | 0.181 | -- | -- | -- | -- | -- |
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 | 23.09 | radiation | 1.0 | 30 | < th | dose dependent | sin | 12 | NA |
4 | 23.28 | radiation | 1.0 | 30 | < th | dose independent | sin | 12 | NA |
5 | 23.30 | radiation | 1.0 | 30 | > th | dose independent | sin | 12 | NA |
19 | 23.85 | radiation | 1.0 | 30 | > th | dose independent | rect. | 14 | 19 |
21 | 23.91 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 17 | 10 |
25 | 23.97 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 17 | 4 |
26 | 23.98 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
33 | 24.04 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 2 | 20 |
37 | 24.06 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 5 | 17 |
39 | 24.06 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 2 | 19 |
43 | 24.07 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 4 | 17 |
46 | 24.08 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 6 | 15 |
57 | 24.10 | radiation | 1.0 | 30 | > th | dose independent | rect. | 16 | 17 |
72 | 24.12 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 22 |
86 | 24.14 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 22 |
92 | 24.15 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 10 | 23 |
101 | 24.16 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 17 | 23 |
105 | 24.17 | humidity | 80.0 | 720 | < th | dose independent | rect. | 19 | 2 |
123 | 24.18 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 6 | 21 |
132 | 24.18 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 17 | 23 |
133 | 24.18 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 19 | 23 |
135 | 24.19 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 12 |
143 | 24.19 | radiation | 1.0 | 270 | > th | dose independent | rect. | 12 | 19 |
180 | 24.20 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 15 | 1 |
181 | 24.21 | humidity | 80.0 | 1440 | > th | dose independent | no | NA | NA |
182 | 24.21 | humidity | 80.0 | 1440 | < th | dose independent | no | NA | NA |
185 | 24.21 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 19 | 21 |
193 | 24.21 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 14 | 5 |
198 | 24.22 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 18 |
215 | 24.22 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 18 |
216 | 24.22 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 11 | 20 |
237 | 24.24 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 11 | 17 |
241 | 24.25 | humidity | 80.0 | 1440 | < th | dose independent | sin | 22 | NA |
243 | 24.25 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 14 | 23 |
244 | 24.25 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 14 | 23 |
249 | 24.25 | wind | 5.0 | 10 | < th | dose dependent | rect. | 5 | 4 |
269 | 24.27 | humidity | 80.0 | 1440 | > th | dose independent | sin | 21 | NA |
272 | 24.27 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 10 | 11 |
275 | 24.27 | radiation | 1.0 | 30 | > th | dose independent | rect. | 12 | 21 |
283 | 24.27 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 20 | 21 |
286 | 24.28 | humidity | 70.0 | 720 | > th | dose independent | rect. | 15 | 13 |
292 | 24.28 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 19 | 3 |
307 | 24.29 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 11 | 11 |
349 | 24.31 | radiation | 1.0 | 10 | < th | dose independent | rect. | 20 | 12 |
357 | 24.31 | humidity | 50.0 | 1440 | > th | dose dependent | sin | 17 | NA |
359 | 24.31 | humidity | 90.0 | 1440 | < th | dose dependent | sin | 17 | NA |
365 | 24.31 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 11 | 11 |
387 | 24.32 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 20 | 10 |
397 | 24.33 | radiation | 1.0 | 10 | < th | dose independent | rect. | 20 | 10 |
409 | 24.33 | humidity | 80.0 | 1440 | < th | dose dependent | sin | 14 | NA |
433 | 24.34 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 9 | 18 |
450 | 24.34 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 20 | 12 |
472 | 24.35 | humidity | 70.0 | 720 | > th | dose independent | rect. | 15 | 5 |
473 | 24.35 | humidity | 70.0 | 720 | > th | dose independent | rect. | 17 | 11 |
491 | 24.35 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 9 | 13 |
505 | 24.35 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 1 | 21 |
507 | 24.36 | radiation | 1.0 | 10 | > th | dose independent | rect. | 5 | 4 |
510 | 24.36 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 13 | 7 |
513 | 24.36 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 13 | 9 |
557 | 24.36 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 18 | 14 |
591 | 24.37 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 18 | 9 |
592 | 24.37 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 19 | 10 |
617 | 24.37 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 1 | 21 |
628 | 24.38 | radiation | 1.0 | 10 | < th | dose independent | rect. | 20 | 20 |
636 | 24.38 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 18 | 7 |
677 | 24.38 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 17 | 23 |
682 | 24.39 | humidity | 80.0 | 720 | > th | dose independent | rect. | 18 | 3 |
695 | 24.39 | humidity | 50.0 | 1440 | > th | dose dependent | no | NA | NA |
738 | 24.39 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 5 | 22 |
747 | 24.39 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 17 | 23 |
758 | 24.40 | humidity | 90.0 | 1440 | < th | dose dependent | no | NA | NA |
774 | 24.40 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 13 | 18 |
797 | 24.41 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 14 |
823 | 24.41 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 14 |
842 | 24.41 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 4 | 23 |
925 | 24.43 | wind | 3.0 | 90 | < th | dose dependent | rect. | 4 | 5 |
969 | 24.43 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 14 | 23 |