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Os11g0157900 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
72.55 | 0.4 | 3.35 | 0.354 | 0.179 | -0.324 | -0.0386 | -1.45 | -0.124 | 7.33 | 70.73 | 5903 | -- | -- |
75.48 | 0.405 | 3.34 | 0.173 | 0.172 | -0.395 | 0.0492 | -- | -0.187 | 8.12 | 76.44 | 6938 | -- | -- |
72.55 | 0.397 | 3.35 | 0.362 | 0.179 | -0.328 | -- | -1.43 | -0.13 | 7.36 | 72.75 | 5903 | -- | -- |
75.45 | 0.405 | 3.34 | 0.162 | 0.184 | -0.403 | -- | -- | -0.187 | 7.99 | 75 | 6923 | -- | -- |
74.17 | 0.401 | 3.36 | 0.37 | -- | -0.346 | -- | -1.44 | -0.135 | -- | 73.01 | 5772 | -- | -- |
78.09 | 0.414 | 3.31 | 0.101 | 0.173 | -- | -0.0625 | -- | -0.0408 | 7.36 | -- | -- | -- | -- |
78.1 | 0.414 | 3.31 | 0.0994 | 0.173 | -- | -- | -- | -0.0405 | 7.46 | -- | -- | -- | -- |
77.19 | 0.409 | 3.34 | 0.161 | -- | -0.375 | -- | -- | -0.176 | -- | 75 | 7025 | -- | -- |
76.12 | 0.406 | 3.34 | -- | 0.185 | -0.368 | -- | -- | -0.187 | 7.92 | 73.21 | 6905 | -- | -- |
79.7 | 0.417 | 3.31 | 0.102 | -- | -- | -- | -- | -0.0378 | -- | -- | -- | -- | -- |
78.36 | 0.414 | 3.31 | -- | 0.174 | -- | -- | -- | -0.0516 | 7.42 | -- | -- | -- | -- |
77.86 | 0.411 | 3.34 | -- | -- | -0.339 | -- | -- | -0.181 | -- | 73.98 | 7028 | -- | -- |
79.98 | 0.417 | 3.31 | -- | -- | -- | -- | -- | -0.0491 | -- | -- | -- | -- | -- |
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 | 65.84 | wind | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
2 | 65.91 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
3 | 65.91 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
7 | 65.97 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 1 |
10 | 66.00 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
14 | 66.01 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
17 | 66.01 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
20 | 66.01 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 2 | 1 |
21 | 66.01 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
23 | 66.01 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
28 | 66.01 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
29 | 66.01 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
30 | 66.01 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
35 | 66.01 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
36 | 66.02 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
38 | 66.03 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
45 | 66.09 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
47 | 66.13 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
52 | 66.21 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
62 | 66.39 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
94 | 66.59 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
107 | 68.08 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
118 | 69.63 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
119 | 69.63 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
128 | 70.16 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 1 | 3 |
136 | 70.79 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
137 | 70.90 | wind | 9.0 | 4320 | < th | dose independent | rect. | 3 | 1 |
147 | 71.17 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
150 | 71.17 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
154 | 71.17 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
163 | 71.17 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
164 | 71.17 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
184 | 71.17 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
188 | 71.17 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
208 | 71.34 | humidity | 50.0 | 30 | > th | dose independent | rect. | 3 | 23 |
222 | 71.71 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 2 | 7 |
232 | 71.87 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 1 |
273 | 72.24 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 21 | 13 |
279 | 72.37 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 3 | 7 |
282 | 72.40 | humidity | 90.0 | 720 | > th | dose independent | rect. | 3 | 1 |
286 | 72.44 | humidity | 90.0 | 720 | < th | dose independent | rect. | 1 | 1 |
287 | 72.44 | temperature | 10.0 | 720 | > th | dose independent | rect. | 15 | 8 |
288 | 72.44 | temperature | 10.0 | 720 | > th | dose independent | rect. | 23 | 16 |
297 | 72.53 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 23 | 16 |
298 | 72.54 | temperature | 10.0 | 720 | > th | dose independent | rect. | 3 | 8 |
299 | 72.54 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 3 | 8 |
300 | 72.54 | temperature | 10.0 | 720 | > th | dose independent | rect. | 11 | 16 |
324 | 72.65 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 15 | 8 |
326 | 72.65 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 15 | 8 |
329 | 72.68 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 4 | 5 |
334 | 72.69 | humidity | 90.0 | 90 | < th | dose independent | rect. | 1 | 4 |
347 | 72.74 | wind | 9.0 | 720 | < th | dose independent | rect. | 3 | 8 |
366 | 72.84 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 3 | 10 |
372 | 72.86 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 3 | 8 |
374 | 72.87 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 3 | 10 |
380 | 72.89 | humidity | 70.0 | 4320 | > th | dose dependent | sin | 4 | NA |
384 | 72.90 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 4 | 6 |
385 | 72.90 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 3 | 8 |
389 | 72.91 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 6 | 4 |
405 | 72.92 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 23 |
447 | 73.01 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 8 | 2 |
448 | 73.01 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 6 | 4 |
482 | 73.05 | radiation | 40.0 | 720 | < th | dose independent | rect. | 15 | 8 |
499 | 73.08 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 16 |
505 | 73.08 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 16 |
527 | 73.13 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 11 | 1 |
585 | 73.21 | humidity | 50.0 | 720 | > th | dose independent | rect. | 3 | 8 |
592 | 73.21 | wind | 9.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
633 | 73.27 | radiation | 40.0 | 10 | < th | dose independent | rect. | 3 | 23 |
642 | 73.29 | humidity | 80.0 | 4320 | < th | dose independent | sin | 3 | NA |
664 | 73.32 | humidity | 80.0 | 4320 | > th | dose independent | sin | 3 | NA |
666 | 73.32 | wind | 3.0 | 14400 | > th | dose independent | rect. | 10 | 2 |
775 | 73.44 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
818 | 73.47 | wind | 1.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
892 | 73.52 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 8 | 10 |
898 | 73.52 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 3 | 5 |
909 | 73.53 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 10 | 8 |
928 | 73.53 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 11 | 1 |
934 | 73.54 | wind | 5.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
973 | 73.56 | humidity | 90.0 | 4320 | < th | dose dependent | sin | 6 | NA |