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Os09g0470900 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.15 | 0.271 | 10.4 | 0.51 | 0.909 | 0.46 | 0.304 | -0.732 | 0.301 | 1.89 | 90.08 | 83 | -- | -- |
33.74 | 0.271 | 10.4 | 0.461 | 0.896 | 0.486 | 0.0225 | -- | 0.289 | 1.69 | 89.6 | 186 | -- | -- |
33.36 | 0.269 | 10.4 | 0.497 | 0.9 | 0.448 | -- | -0.459 | 0.305 | 1.92 | 89.37 | 79 | -- | -- |
33.74 | 0.271 | 10.4 | 0.46 | 0.896 | 0.486 | -- | -- | 0.288 | 1.69 | 89.59 | 190 | -- | -- |
50.1 | 0.331 | 10.4 | 0.522 | -- | 0.966 | -- | -0.129 | 0.31 | -- | 70.18 | 23 | -- | -- |
38.6 | 0.291 | 10.4 | 0.517 | 1.08 | -- | 0.17 | -- | 0.205 | 2.23 | -- | -- | -- | -- |
38.71 | 0.291 | 10.4 | 0.512 | 1.08 | -- | -- | -- | 0.204 | 2.25 | -- | -- | -- | -- |
50.04 | 0.329 | 10.4 | 0.515 | -- | 0.964 | -- | -- | 0.308 | -- | 70.3 | 2 | -- | -- |
39.27 | 0.292 | 10.4 | -- | 0.897 | 0.521 | -- | -- | 0.263 | 1.6 | 89.24 | 192 | -- | -- |
108.16 | 0.486 | 10.4 | 0.557 | -- | -- | -- | -- | 0.23 | -- | -- | -- | -- | -- |
45.62 | 0.316 | 10.5 | -- | 1.09 | -- | -- | -- | 0.147 | 2.26 | -- | -- | -- | -- |
57 | 0.352 | 10.4 | -- | -- | 0.97 | -- | -- | 0.256 | -- | 71.09 | 2 | -- | -- |
116.36 | 0.504 | 10.4 | -- | -- | -- | -- | -- | 0.168 | -- | -- | -- | -- | -- |
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 | 32.37 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 24 | 21 |
2 | 32.39 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 24 | 19 |
3 | 32.68 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 24 | 23 |
4 | 32.71 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 7 | 22 |
6 | 32.72 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 24 | 23 |
9 | 32.74 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 24 | 19 |
13 | 32.85 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
19 | 32.97 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 24 | 15 |
28 | 33.03 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 1 | 21 |
30 | 33.05 | temperature | 25.0 | 270 | < th | dose independent | rect. | 24 | 15 |
31 | 33.05 | radiation | 1.0 | 720 | < th | dose independent | rect. | 24 | 21 |
33 | 33.07 | radiation | 1.0 | 720 | > th | dose independent | rect. | 12 | 19 |
34 | 33.07 | radiation | 1.0 | 720 | < th | dose independent | rect. | 24 | 19 |
39 | 33.07 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 24 | 23 |
49 | 33.11 | radiation | 1.0 | 720 | > th | dose independent | rect. | 12 | 21 |
61 | 33.17 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 14 | 22 |
64 | 33.18 | humidity | 90.0 | 90 | > th | dose dependent | no | NA | NA |
68 | 33.19 | humidity | 90.0 | 270 | > th | dose dependent | sin | 15 | NA |
72 | 33.20 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 17 | 23 |
75 | 33.22 | humidity | 90.0 | 90 | > th | dose independent | rect. | 24 | 23 |
84 | 33.23 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 19 | 23 |
86 | 33.25 | temperature | 25.0 | 270 | < th | dose independent | rect. | 24 | 19 |
87 | 33.25 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 23 |
88 | 33.25 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 23 |
108 | 33.32 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 13 | 15 |
124 | 33.35 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 3 | 23 |
131 | 33.38 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 15 |
132 | 33.38 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 15 |
143 | 33.41 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 10 | 8 |
147 | 33.42 | radiation | 1.0 | 720 | > th | dose independent | rect. | 12 | 5 |
151 | 33.42 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 17 | 11 |
181 | 33.48 | humidity | 90.0 | 30 | < th | dose independent | rect. | 23 | 21 |
226 | 33.56 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 5 | 23 |
246 | 33.59 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 20 | 23 |
250 | 33.60 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 14 | 19 |
272 | 33.63 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 14 | 17 |
286 | 33.64 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 17 | 12 |
302 | 33.66 | radiation | 1.0 | 720 | < th | dose independent | rect. | 24 | 17 |
316 | 33.67 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 19 |
335 | 33.69 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 6 | 18 |
338 | 33.69 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 6 | 14 |
339 | 33.69 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 6 | 18 |
354 | 33.71 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 9 |
381 | 33.73 | radiation | 1.0 | 720 | > th | dose independent | rect. | 12 | 7 |
383 | 33.73 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 9 |
385 | 33.73 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 15 | 9 |
393 | 33.73 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 14 | 7 |
394 | 33.73 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 15 | 9 |
399 | 33.73 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 7 | 23 |
401 | 33.74 | humidity | 80.0 | 720 | < th | dose independent | rect. | 12 | 5 |
402 | 33.74 | humidity | 90.0 | 90 | > th | dose dependent | sin | 9 | NA |
427 | 33.75 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 15 | 15 |
452 | 33.77 | humidity | 90.0 | 30 | < th | dose independent | rect. | 21 | 23 |
474 | 33.80 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 11 | 19 |
481 | 33.81 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 13 |
489 | 33.81 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 10 | 23 |
495 | 33.82 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 7 | 14 |
507 | 33.83 | humidity | 90.0 | 90 | > th | dose independent | rect. | 10 | 21 |
525 | 33.84 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 21 |
526 | 33.84 | radiation | 1.0 | 720 | < th | dose dependent | no | NA | NA |
542 | 33.84 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 21 |
575 | 33.86 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 24 | 18 |
585 | 33.87 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 12 | 5 |
619 | 33.89 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 3 | 14 |
654 | 33.90 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 9 | 20 |
655 | 33.91 | humidity | 90.0 | 30 | > th | dose independent | sin | 7 | NA |
680 | 33.92 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 3 |
698 | 33.92 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 5 | 23 |
699 | 33.93 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 3 |
763 | 33.96 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 24 | 12 |
804 | 33.98 | radiation | 1.0 | 1440 | < th | dose dependent | sin | 19 | NA |
840 | 34.00 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 8 |
841 | 34.00 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 8 | 16 |
844 | 34.00 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 8 |
853 | 34.00 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 8 | 16 |
863 | 34.01 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 2 | 12 |
925 | 34.04 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 10 | 19 |
927 | 34.05 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 2 |
931 | 34.05 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 2 |
932 | 34.05 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 4 | 9 |
990 | 34.09 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 14 | 15 |
995 | 34.10 | humidity | 90.0 | 30 | > th | dose independent | rect. | 24 | 7 |