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Os09g0278200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description :
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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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54.08 | 0.346 | 6.46 | 0.597 | 0.26 | -0.467 | 0.735 | 2.23 | 0.184 | 8.92 | 21.86 | 488 | -- | -- |
56.58 | 0.35 | 6.51 | 0.183 | 0.308 | -0.285 | 0.327 | -- | 0.0538 | 7.93 | 22.29 | 795 | -- | -- |
55.61 | 0.35 | 6.47 | 0.42 | 0.401 | -0.379 | -- | 1.54 | 0.129 | 9 | 21.86 | 488 | -- | -- |
56.82 | 0.351 | 6.51 | 0.188 | 0.313 | -0.291 | -- | -- | 0.0558 | 7.48 | 22.38 | 809 | -- | -- |
58.36 | 0.356 | 6.46 | 0.607 | -- | -0.663 | -- | 2.01 | 0.189 | -- | 23.18 | 636 | -- | -- |
58.28 | 0.358 | 6.51 | 0.1 | 0.394 | -- | 0.422 | -- | 0.00802 | 8.14 | -- | -- | -- | -- |
58.76 | 0.359 | 6.51 | 0.111 | 0.398 | -- | -- | -- | 0.00692 | 7.82 | -- | -- | -- | -- |
60.23 | 0.361 | 6.51 | 0.224 | -- | -0.502 | -- | -- | 0.0648 | -- | 24.2 | 688 | -- | -- |
57.68 | 0.354 | 6.51 | -- | 0.329 | -0.238 | -- | -- | 0.0263 | 7.52 | 22.65 | 808 | -- | -- |
67.35 | 0.383 | 6.52 | 0.116 | -- | -- | -- | -- | 0.0124 | -- | -- | -- | -- | -- |
59.08 | 0.36 | 6.52 | -- | 0.399 | -- | -- | -- | -0.00542 | 7.8 | -- | -- | -- | -- |
61.47 | 0.365 | 6.52 | -- | -- | -0.459 | -- | -- | 0.0329 | -- | 24.4 | 677 | -- | -- |
67.71 | 0.384 | 6.53 | -- | -- | -- | -- | -- | -0.000375 | -- | -- | -- | -- | -- |
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 | 51.48 | radiation | 1 | 720 | < th | dose dependent | rect. | 17 | 8 |
2 | 52.00 | temperature | 30 | 270 | < th | dose dependent | rect. | 12 | 18 |
4 | 52.10 | temperature | 30 | 90 | < th | dose dependent | rect. | 13 | 20 |
16 | 52.40 | temperature | 30 | 10 | < th | dose dependent | rect. | 13 | 20 |
19 | 52.45 | wind | 1 | 43200 | > th | dose independent | rect. | 2 | 1 |
27 | 52.59 | radiation | 1 | 720 | < th | dose dependent | rect. | 11 | 14 |
33 | 52.63 | radiation | 1 | 720 | < th | dose independent | rect. | 17 | 8 |
35 | 52.65 | wind | 1 | 43200 | < th | dose dependent | rect. | 2 | 1 |
43 | 52.73 | wind | 1 | 43200 | < th | dose independent | rect. | 2 | 1 |
48 | 52.78 | radiation | 20 | 14400 | < th | dose independent | rect. | 19 | 11 |
52 | 52.79 | radiation | 1 | 720 | < th | dose independent | rect. | 15 | 9 |
72 | 52.91 | radiation | 10 | 1440 | < th | dose independent | rect. | 18 | 14 |
81 | 52.95 | radiation | 1 | 720 | < th | dose independent | rect. | 13 | 11 |
97 | 52.99 | radiation | 1 | 720 | < th | dose independent | rect. | 11 | 13 |
101 | 53.00 | radiation | 10 | 1440 | < th | dose independent | rect. | 6 | 2 |
114 | 53.03 | radiation | 10 | 1440 | < th | dose independent | rect. | 21 | 11 |
116 | 53.03 | temperature | 30 | 720 | < th | dose independent | rect. | 18 | 15 |
129 | 53.06 | wind | 1 | 43200 | > th | dose dependent | rect. | 11 | 6 |
130 | 53.06 | wind | 9 | 43200 | < th | dose dependent | rect. | 11 | 6 |
134 | 53.07 | wind | 9 | 43200 | < th | dose dependent | rect. | 12 | 3 |
138 | 53.08 | wind | 1 | 43200 | > th | dose dependent | rect. | 12 | 3 |
142 | 53.09 | radiation | 1 | 720 | > th | dose independent | rect. | 15 | 4 |
166 | 53.11 | wind | 1 | 43200 | > th | dose dependent | rect. | 13 | 1 |
194 | 53.14 | wind | 9 | 43200 | < th | dose dependent | rect. | 13 | 1 |
205 | 53.17 | wind | 1 | 43200 | > th | dose independent | rect. | 8 | 3 |
241 | 53.24 | wind | 5 | 43200 | > th | dose independent | rect. | 14 | 2 |
249 | 53.25 | radiation | 10 | 1440 | < th | dose independent | sin | 10 | NA |
264 | 53.27 | wind | 5 | 43200 | < th | dose independent | rect. | 15 | 1 |
285 | 53.30 | wind | 5 | 43200 | < th | dose independent | rect. | 13 | 4 |
323 | 53.37 | temperature | 25 | 720 | < th | dose independent | rect. | 9 | 15 |
327 | 53.37 | radiation | 20 | 1440 | < th | dose dependent | rect. | 18 | 14 |
348 | 53.40 | temperature | 10 | 720 | > th | dose dependent | rect. | 15 | 5 |
372 | 53.43 | wind | 1 | 43200 | < th | dose independent | rect. | 8 | 3 |
403 | 53.45 | radiation | 20 | 14400 | < th | dose independent | rect. | 21 | 9 |
409 | 53.45 | radiation | 1 | 1440 | > th | dose dependent | rect. | 18 | 11 |
434 | 53.48 | radiation | 20 | 1440 | < th | dose dependent | rect. | 2 | 6 |
445 | 53.49 | radiation | 20 | 1440 | < th | dose dependent | rect. | 4 | 4 |
490 | 53.52 | radiation | 20 | 1440 | < th | dose dependent | rect. | 22 | 10 |
508 | 53.53 | radiation | 1 | 1440 | > th | dose dependent | rect. | 18 | 14 |
556 | 53.58 | wind | 1 | 43200 | < th | dose dependent | rect. | 8 | 4 |
569 | 53.60 | wind | 7 | 43200 | < th | dose dependent | sin | 22 | NA |
579 | 53.61 | wind | 1 | 43200 | > th | dose dependent | sin | 22 | NA |
581 | 53.61 | radiation | 1 | 720 | < th | dose dependent | sin | 17 | NA |
601 | 53.63 | temperature | 10 | 720 | > th | dose dependent | rect. | 15 | 3 |
617 | 53.64 | humidity | 50 | 43200 | < th | dose dependent | rect. | 17 | 16 |
638 | 53.66 | humidity | 80 | 43200 | < th | dose dependent | rect. | 20 | 6 |
651 | 53.67 | radiation | 1 | 1440 | > th | dose dependent | rect. | 4 | 4 |
686 | 53.69 | humidity | 80 | 43200 | < th | dose dependent | rect. | 20 | 3 |
691 | 53.69 | temperature | 30 | 720 | < th | dose dependent | rect. | 11 | 13 |
739 | 53.72 | temperature | 30 | 720 | < th | dose dependent | rect. | 12 | 11 |
809 | 53.77 | humidity | 80 | 43200 | < th | dose independent | rect. | 21 | 1 |
823 | 53.77 | temperature | 20 | 270 | > th | dose dependent | rect. | 14 | 22 |
841 | 53.79 | temperature | 25 | 720 | < th | dose independent | sin | 19 | NA |
842 | 53.79 | humidity | 80 | 43200 | > th | dose independent | rect. | 20 | 4 |
866 | 53.80 | humidity | 80 | 43200 | > th | dose independent | rect. | 21 | 1 |
869 | 53.80 | radiation | 1 | 1440 | > th | dose dependent | rect. | 18 | 1 |
925 | 53.83 | humidity | 80 | 43200 | < th | dose independent | rect. | 20 | 3 |
940 | 53.84 | temperature | 25 | 720 | < th | dose independent | rect. | 15 | 6 |
951 | 53.85 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 3 |
982 | 53.86 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 8 |