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Os12g0589400 |
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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
72.2 | 0.399 | 2.99 | -0.213 | 0.0616 | -0.452 | -0.386 | 2.65 | -0.0641 | 11.4 | 1.002 | 15 | -- | -- |
78.26 | 0.412 | 2.96 | -0.109 | 0.0949 | -0.272 | -0.279 | -- | -0.0344 | 9.58 | 1.1 | 9 | -- | -- |
72.83 | 0.397 | 2.99 | -0.227 | 0.0656 | -0.453 | -- | 2.54 | -0.066 | 11.5 | 1.022 | 14 | -- | -- |
77.99 | 0.414 | 2.96 | -0.109 | 0.0813 | -0.299 | -- | -- | -0.0465 | 9.2 | 0.8027 | 4 | -- | -- |
73.08 | 0.398 | 2.99 | -0.226 | -- | -0.439 | -- | 2.54 | -0.065 | -- | 1.027 | 14 | -- | -- |
79.88 | 0.419 | 2.96 | -0.084 | 0.106 | -- | -0.362 | -- | -0.0409 | 7.62 | -- | -- | -- | -- |
80.23 | 0.419 | 2.96 | -0.0935 | 0.108 | -- | -- | -- | -0.0407 | 7.12 | -- | -- | -- | -- |
78.37 | 0.414 | 2.96 | -0.109 | -- | -0.302 | -- | -- | -0.0462 | -- | 0.8 | 4 | -- | -- |
78.3 | 0.414 | 2.96 | -- | 0.0814 | -0.293 | -- | -- | -0.0343 | 9.25 | 0.8027 | 4 | -- | -- |
80.85 | 0.42 | 2.96 | -0.0915 | -- | -- | -- | -- | -0.0387 | -- | -- | -- | -- | -- |
80.46 | 0.42 | 2.96 | -- | 0.107 | -- | -- | -- | -0.0303 | 7.17 | -- | -- | -- | -- |
78.69 | 0.414 | 2.96 | -- | -- | -0.296 | -- | -- | -0.034 | -- | 0.8 | 4 | -- | -- |
81.07 | 0.42 | 2.96 | -- | -- | -- | -- | -- | -0.0286 | -- | -- | -- | -- | -- |
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 | 69.65 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 8 |
5 | 70.30 | wind | 1.0 | 10 | < th | dose independent | rect. | 9 | 19 |
10 | 70.55 | wind | 1.0 | 10 | > th | dose independent | sin | 4 | NA |
20 | 71.07 | wind | 1.0 | 10 | < th | dose independent | rect. | 24 | 10 |
22 | 71.08 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 21 |
31 | 71.39 | wind | 1.0 | 10 | < th | dose independent | sin | 4 | NA |
54 | 71.90 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 2 |
56 | 71.94 | wind | 1.0 | 10 | < th | dose independent | rect. | 24 | 23 |
64 | 72.16 | wind | 1.0 | 10 | > th | dose independent | rect. | 3 | 23 |
66 | 72.37 | wind | 1.0 | 10 | > th | dose independent | no | NA | NA |
70 | 72.60 | wind | 9.0 | 720 | > th | dose dependent | rect. | 12 | 1 |
78 | 72.77 | wind | 1.0 | 10 | < th | dose dependent | rect. | 2 | 8 |
80 | 72.77 | wind | 1.0 | 10 | < th | dose dependent | rect. | 2 | 11 |
86 | 72.82 | wind | 9.0 | 720 | > th | dose independent | rect. | 12 | 1 |
87 | 72.82 | wind | 1.0 | 10 | < th | dose independent | rect. | 22 | 12 |
185 | 73.09 | wind | 1.0 | 10 | < th | dose independent | no | NA | NA |
214 | 73.35 | wind | 1.0 | 10 | > th | dose independent | rect. | 1 | 23 |
218 | 73.46 | wind | 1.0 | 10 | < th | dose independent | rect. | 24 | 4 |
219 | 73.47 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 3 | 1 |
223 | 73.49 | wind | 1.0 | 10 | < th | dose dependent | rect. | 2 | 21 |
225 | 73.52 | wind | 1.0 | 10 | > th | dose independent | sin | 18 | NA |
229 | 73.57 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
233 | 73.62 | wind | 1.0 | 10 | < th | dose independent | sin | 18 | NA |
234 | 73.63 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
235 | 73.64 | wind | 1.0 | 10 | < th | dose independent | rect. | 22 | 6 |
248 | 73.66 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
249 | 73.67 | temperature | 20.0 | 30 | > th | dose independent | rect. | 2 | 1 |
255 | 73.69 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
265 | 73.72 | atmosphere | 1000.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
271 | 73.74 | humidity | 80.0 | 30 | > th | dose independent | rect. | 2 | 1 |
274 | 73.75 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
277 | 73.76 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
279 | 73.76 | temperature | 30.0 | 30 | < th | dose independent | rect. | 2 | 1 |
280 | 73.76 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
284 | 73.76 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
286 | 73.76 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
291 | 73.76 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
293 | 73.76 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
296 | 73.76 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
301 | 73.76 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
308 | 73.82 | wind | 1.0 | 10 | < th | dose dependent | sin | 2 | NA |
311 | 73.84 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
317 | 73.88 | wind | 9.0 | 720 | > th | dose independent | rect. | 12 | 4 |
329 | 73.95 | wind | 1.0 | 10 | > th | dose independent | rect. | 23 | 23 |
334 | 73.97 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
335 | 73.97 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
338 | 73.97 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
342 | 73.97 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
351 | 73.97 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
352 | 73.97 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
372 | 73.97 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
376 | 73.97 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
387 | 73.98 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
397 | 74.03 | wind | 1.0 | 10 | < th | dose dependent | rect. | 9 | 19 |
401 | 74.06 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 5 | 4 |
412 | 74.11 | wind | 1.0 | 10 | > th | dose independent | rect. | 21 | 23 |
414 | 74.13 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
415 | 74.13 | wind | 9.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
489 | 74.33 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
493 | 74.37 | wind | 1.0 | 10 | < th | dose independent | rect. | 9 | 1 |
497 | 74.38 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
498 | 74.38 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
501 | 74.40 | wind | 1.0 | 10 | > th | dose independent | rect. | 13 | 23 |
515 | 74.53 | wind | 1.0 | 10 | > th | dose independent | rect. | 5 | 23 |
526 | 74.56 | wind | 1.0 | 10 | < th | dose dependent | rect. | 9 | 1 |
551 | 74.62 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 21 | 12 |
582 | 74.67 | wind | 3.0 | 10 | < th | dose dependent | rect. | 24 | 4 |
584 | 74.68 | humidity | 60.0 | 270 | < th | dose independent | rect. | 8 | 1 |
610 | 74.68 | humidity | 60.0 | 270 | < th | dose dependent | rect. | 8 | 1 |
637 | 74.68 | humidity | 60.0 | 90 | < th | dose dependent | rect. | 18 | 15 |
652 | 74.69 | humidity | 60.0 | 90 | < th | dose independent | rect. | 18 | 15 |
669 | 74.70 | humidity | 60.0 | 10 | < th | dose independent | sin | 10 | NA |
701 | 74.71 | humidity | 60.0 | 10 | < th | dose independent | rect. | 10 | 1 |
703 | 74.71 | humidity | 60.0 | 30 | < th | dose independent | rect. | 17 | 17 |
824 | 74.75 | wind | 1.0 | 10 | > th | dose independent | rect. | 15 | 23 |
869 | 74.77 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 24 | 9 |
875 | 74.78 | wind | 1.0 | 10 | > th | dose independent | rect. | 19 | 23 |
950 | 74.92 | wind | 1.0 | 10 | > th | dose independent | rect. | 17 | 23 |
954 | 74.94 | humidity | 60.0 | 30 | > th | dose independent | sin | 10 | NA |
964 | 75.02 | wind | 9.0 | 1440 | < th | dose independent | rect. | 10 | 7 |
971 | 75.04 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 2 | 7 |
974 | 75.04 | radiation | 40.0 | 30 | > th | dose dependent | rect. | 9 | 1 |