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Os01g0341200 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
124.74 | 0.525 | 9.1 | 1.47 | 0.313 | -1.39 | 0.457 | -1.88 | 0.777 | 6.33 | 77.03 | 1239 | -- | -- |
128.13 | 0.527 | 9.08 | 1.62 | 0.311 | -1.49 | 0.402 | -- | 0.815 | 6.35 | 77.57 | 1250 | -- | -- |
125.2 | 0.521 | 9.1 | 1.47 | 0.306 | -1.35 | -- | -1.93 | 0.787 | 6.3 | 76.86 | 1236 | -- | -- |
128.55 | 0.528 | 9.08 | 1.64 | 0.322 | -1.5 | -- | -- | 0.815 | 6.5 | 77.83 | 1251 | -- | -- |
128.19 | 0.527 | 9.11 | 1.48 | -- | -1.22 | -- | -1.97 | 0.789 | -- | 76 | 1100 | -- | -- |
157.54 | 0.588 | 9.1 | 1.52 | 0.336 | -- | 0.478 | -- | 0.74 | 9.03 | -- | -- | -- | -- |
158.33 | 0.589 | 9.1 | 1.53 | 0.334 | -- | -- | -- | 0.74 | 9.01 | -- | -- | -- | -- |
132.83 | 0.537 | 9.09 | 1.64 | -- | -1.28 | -- | -- | 0.807 | -- | 77.12 | 1086 | -- | -- |
191.21 | 0.644 | 9.14 | -- | 0.349 | -1.47 | -- | -- | 0.801 | 9.15 | 86 | 1556 | -- | -- |
164.75 | 0.6 | 9.11 | 1.53 | -- | -- | -- | -- | 0.742 | -- | -- | -- | -- | -- |
220.21 | 0.694 | 9.14 | -- | 0.338 | -- | -- | -- | 0.569 | 8.66 | -- | -- | -- | -- |
189.21 | 0.641 | 9.07 | -- | -- | -1.53 | -- | -- | 0.915 | -- | 86 | 2162 | -- | -- |
226.64 | 0.703 | 9.15 | -- | -- | -- | -- | -- | 0.572 | -- | -- | -- | -- | -- |
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 | 119.32 | radiation | 40 | 1440 | > th | dose independent | rect. | 14 | 1 |
2 | 119.39 | radiation | 40 | 1440 | < th | dose independent | rect. | 14 | 1 |
21 | 119.96 | radiation | 40 | 1440 | < th | dose independent | rect. | 14 | 13 |
22 | 119.97 | radiation | 40 | 1440 | < th | dose independent | rect. | 14 | 11 |
39 | 122.07 | radiation | 30 | 1440 | > th | dose dependent | rect. | 14 | 2 |
56 | 122.34 | humidity | 80 | 720 | < th | dose dependent | sin | 12 | NA |
59 | 123.28 | humidity | 80 | 720 | < th | dose dependent | rect. | 16 | 16 |
94 | 124.57 | humidity | 50 | 720 | > th | dose dependent | rect. | 15 | 17 |
99 | 124.75 | temperature | 20 | 270 | > th | dose independent | rect. | 18 | 7 |
109 | 125.07 | radiation | 40 | 14400 | > th | dose dependent | rect. | 14 | 2 |
139 | 125.61 | humidity | 80 | 43200 | > th | dose independent | rect. | 3 | 12 |
151 | 125.84 | humidity | 50 | 270 | > th | dose dependent | rect. | 16 | 9 |
159 | 125.87 | humidity | 50 | 720 | > th | dose dependent | sin | 13 | NA |
160 | 125.88 | temperature | 30 | 14400 | > th | dose dependent | rect. | 15 | 2 |
164 | 125.90 | humidity | 80 | 43200 | < th | dose independent | rect. | 3 | 12 |
219 | 126.32 | humidity | 80 | 43200 | > th | dose independent | sin | 3 | NA |
240 | 126.40 | wind | 5 | 43200 | < th | dose dependent | rect. | 2 | 2 |
292 | 126.64 | temperature | 30 | 14400 | < th | dose independent | rect. | 12 | 1 |
293 | 126.64 | humidity | 80 | 43200 | < th | dose independent | rect. | 5 | 9 |
295 | 126.65 | temperature | 30 | 14400 | > th | dose independent | rect. | 12 | 1 |
321 | 126.76 | wind | 9 | 43200 | > th | dose independent | rect. | 10 | 1 |
323 | 126.77 | wind | 9 | 43200 | < th | dose independent | rect. | 10 | 1 |
333 | 126.83 | temperature | 30 | 14400 | > th | dose dependent | sin | 13 | NA |
373 | 126.91 | humidity | 80 | 43200 | < th | dose independent | sin | 3 | NA |
391 | 127.03 | wind | 1 | 43200 | > th | dose dependent | rect. | 2 | 2 |
407 | 127.14 | temperature | 30 | 14400 | > th | dose independent | rect. | 16 | 2 |
411 | 127.18 | temperature | 30 | 14400 | < th | dose independent | rect. | 17 | 1 |
416 | 127.21 | radiation | 30 | 14400 | > th | dose independent | rect. | 15 | 2 |
437 | 127.24 | radiation | 40 | 1440 | > th | dose dependent | sin | 13 | NA |
458 | 127.33 | humidity | 80 | 1440 | < th | dose independent | rect. | 15 | 19 |
490 | 127.45 | humidity | 50 | 1440 | > th | dose dependent | rect. | 15 | 13 |
496 | 127.50 | humidity | 80 | 43200 | > th | dose dependent | rect. | 12 | 2 |
504 | 127.54 | humidity | 60 | 43200 | > th | dose dependent | rect. | 14 | 1 |
527 | 127.67 | humidity | 80 | 1440 | > th | dose independent | rect. | 15 | 19 |
548 | 127.72 | humidity | 80 | 1440 | > th | dose independent | rect. | 15 | 17 |
551 | 127.73 | wind | 7 | 43200 | > th | dose dependent | rect. | 10 | 1 |
587 | 127.83 | humidity | 70 | 43200 | > th | dose dependent | rect. | 2 | 13 |
601 | 127.87 | temperature | 30 | 14400 | > th | dose independent | rect. | 11 | 7 |
607 | 127.89 | temperature | 30 | 14400 | < th | dose independent | rect. | 16 | 9 |
650 | 127.95 | humidity | 80 | 1440 | > th | dose independent | rect. | 19 | 1 |
662 | 127.99 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 7 |
665 | 127.99 | humidity | 70 | 43200 | > th | dose dependent | sin | 4 | NA |
722 | 128.09 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 11 |
748 | 128.13 | humidity | 70 | 90 | > th | dose dependent | rect. | 19 | 8 |
756 | 128.16 | humidity | 90 | 1440 | < th | dose dependent | rect. | 19 | 1 |
779 | 128.20 | humidity | 80 | 43200 | > th | dose independent | rect. | 1 | 20 |
836 | 128.26 | temperature | 30 | 14400 | > th | dose dependent | no | NA | NA |
945 | 128.30 | radiation | 10 | 1440 | > th | dose independent | rect. | 17 | 1 |
988 | 128.31 | temperature | 20 | 270 | > th | dose independent | rect. | 6 | 19 |
994 | 128.32 | humidity | 80 | 1440 | < th | dose independent | rect. | 18 | 16 |