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Os05g0217900 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
143.14 | 0.562 | 3.48 | -1.04 | 0.313 | -0.451 | -0.394 | 2.33 | -0.129 | 10.8 | 1.1 | 12 | -- | -- |
145.8 | 0.567 | 3.46 | -0.926 | 0.322 | -0.457 | -0.277 | -- | -0.122 | 10.5 | 0.8449 | 8 | -- | -- |
142.45 | 0.56 | 3.48 | -1.07 | 0.32 | -0.42 | -- | 2.21 | -0.122 | 11.1 | 1.103 | 13 | -- | -- |
146.05 | 0.567 | 3.46 | -0.937 | 0.324 | -0.474 | -- | -- | -0.122 | 10.9 | 0.8886 | 8 | -- | -- |
148.77 | 0.571 | 3.49 | -1.07 | -- | -0.374 | -- | 2.19 | -0.126 | -- | 1.148 | 16 | -- | -- |
150.86 | 0.576 | 3.46 | -0.896 | 0.313 | -- | -0.536 | -- | -0.114 | 9.1 | -- | -- | -- | -- |
151.69 | 0.577 | 3.46 | -0.913 | 0.315 | -- | -- | -- | -0.113 | 9.79 | -- | -- | -- | -- |
152.52 | 0.578 | 3.47 | -0.941 | -- | -0.433 | -- | -- | -0.123 | -- | 0.8886 | 8 | -- | -- |
169.13 | 0.609 | 3.43 | -- | 0.329 | -0.424 | -- | -- | -0.0169 | 11 | 0.8886 | 8 | -- | -- |
157.6 | 0.587 | 3.46 | -0.916 | -- | -- | -- | -- | -0.112 | -- | -- | -- | -- | -- |
173.65 | 0.616 | 3.43 | -- | 0.318 | -- | -- | -- | -0.0111 | 10 | -- | -- | -- | -- |
175.81 | 0.62 | 3.44 | -- | -- | -0.38 | -- | -- | -0.0177 | -- | 0.9 | 8 | -- | -- |
179.73 | 0.626 | 3.44 | -- | -- | -- | -- | -- | -0.0108 | -- | -- | -- | -- | -- |
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 | 127.19 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
2 | 127.29 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
3 | 127.47 | wind | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
4 | 127.49 | temperature | 20.0 | 30 | > th | dose independent | rect. | 2 | 1 |
7 | 127.68 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
11 | 127.75 | humidity | 80.0 | 30 | > th | dose independent | rect. | 2 | 1 |
13 | 127.78 | humidity | 80.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
17 | 127.95 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
25 | 128.18 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
27 | 128.18 | temperature | 30.0 | 30 | < th | dose independent | rect. | 2 | 1 |
28 | 128.18 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
31 | 128.18 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 2 | 1 |
32 | 128.18 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
34 | 128.18 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
39 | 128.18 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
40 | 128.18 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
41 | 128.18 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
46 | 128.18 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
51 | 128.82 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
57 | 129.81 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
68 | 130.96 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
76 | 131.71 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 3 | 1 |
111 | 132.51 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
112 | 132.51 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
115 | 132.51 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
119 | 132.51 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
128 | 132.51 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
129 | 132.51 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
149 | 132.51 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
162 | 133.41 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
165 | 134.28 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
170 | 136.03 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
171 | 136.03 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
209 | 141.39 | humidity | 50.0 | 30 | > th | dose independent | rect. | 3 | 23 |
220 | 142.01 | wind | 1.0 | 10 | > th | dose independent | rect. | 23 | 10 |
222 | 142.02 | wind | 1.0 | 10 | > th | dose independent | rect. | 19 | 14 |
248 | 142.27 | wind | 1.0 | 10 | < th | dose independent | rect. | 22 | 5 |
259 | 142.51 | wind | 1.0 | 10 | > th | dose independent | sin | 11 | NA |
263 | 142.59 | wind | 1.0 | 10 | < th | dose independent | rect. | 11 | 16 |
269 | 142.66 | wind | 1.0 | 10 | > th | dose independent | rect. | 23 | 22 |
275 | 142.85 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 23 |
276 | 142.91 | wind | 1.0 | 30 | > th | dose independent | rect. | 3 | 23 |
278 | 142.98 | temperature | 25.0 | 30 | > th | dose independent | rect. | 23 | 10 |
279 | 143.02 | wind | 1.0 | 10 | > th | dose independent | rect. | 17 | 16 |
282 | 143.12 | wind | 1.0 | 10 | < th | dose independent | rect. | 6 | 21 |
286 | 143.24 | atmosphere | 1005.0 | 90 | < th | dose independent | rect. | 8 | 5 |
288 | 143.31 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 7 |
295 | 143.42 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 8 | 4 |
296 | 143.45 | wind | 1.0 | 10 | > th | dose independent | rect. | 12 | 21 |
298 | 143.48 | temperature | 30.0 | 30 | < th | dose independent | rect. | 3 | 23 |
304 | 143.53 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 5 | 8 |
321 | 143.73 | temperature | 25.0 | 30 | > th | dose independent | rect. | 19 | 14 |
322 | 143.73 | wind | 1.0 | 10 | > th | dose independent | rect. | 19 | 23 |
327 | 143.74 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 3 | 1 |
328 | 143.74 | atmosphere | 1000.0 | 1440 | < th | dose dependent | rect. | 7 | 1 |
332 | 143.77 | atmosphere | 1000.0 | 1440 | < th | dose dependent | rect. | 5 | 3 |
354 | 143.90 | wind | 1.0 | 10 | > th | dose independent | rect. | 10 | 23 |
369 | 144.00 | wind | 1.0 | 10 | > th | dose independent | no | NA | NA |
382 | 144.08 | temperature | 25.0 | 30 | > th | dose independent | sin | 7 | NA |
389 | 144.13 | temperature | 25.0 | 30 | < th | dose independent | rect. | 21 | 15 |
410 | 144.26 | atmosphere | 1005.0 | 90 | < th | dose independent | rect. | 5 | 8 |
421 | 144.30 | atmosphere | 1005.0 | 270 | < th | dose dependent | rect. | 7 | 2 |
426 | 144.32 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 16 |
431 | 144.33 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 12 |
432 | 144.33 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 14 |
449 | 144.42 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 10 |
530 | 144.64 | atmosphere | 1000.0 | 1440 | > th | dose independent | rect. | 6 | 1 |
551 | 144.68 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 19 | 14 |
565 | 144.72 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 23 | 10 |
571 | 144.75 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 10 |
572 | 144.76 | atmosphere | 1000.0 | 1440 | < th | dose independent | rect. | 5 | 3 |
582 | 144.79 | atmosphere | 1000.0 | 1440 | < th | dose independent | rect. | 6 | 1 |
587 | 144.79 | wind | 3.0 | 10 | < th | dose dependent | rect. | 2 | 4 |
592 | 144.80 | atmosphere | 1000.0 | 1440 | > th | dose independent | rect. | 3 | 5 |
631 | 144.88 | atmosphere | 1000.0 | 1440 | < th | dose dependent | sin | 8 | NA |
636 | 144.89 | temperature | 25.0 | 10 | < th | dose independent | rect. | 21 | 13 |
643 | 144.90 | atmosphere | 1005.0 | 30 | < th | dose independent | rect. | 5 | 16 |
645 | 144.90 | wind | 1.0 | 10 | > th | dose independent | rect. | 17 | 23 |
673 | 144.95 | temperature | 25.0 | 30 | < th | dose independent | sin | 8 | NA |
689 | 144.97 | radiation | 20.0 | 10 | < th | dose independent | rect. | 19 | 14 |
758 | 145.06 | radiation | 20.0 | 10 | < th | dose independent | rect. | 3 | 23 |
801 | 145.12 | atmosphere | 1005.0 | 30 | < th | dose independent | sin | 1 | NA |
859 | 145.19 | wind | 1.0 | 10 | > th | dose independent | sin | 3 | NA |
866 | 145.19 | atmosphere | 1005.0 | 30 | < th | dose independent | rect. | 9 | 12 |
902 | 145.24 | atmosphere | 1000.0 | 1440 | > th | dose independent | rect. | 20 | 16 |
934 | 145.29 | atmosphere | 1000.0 | 1440 | < th | dose independent | rect. | 20 | 16 |
957 | 145.33 | wind | 1.0 | 30 | < th | dose dependent | rect. | 21 | 6 |