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Os01g0817000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF607 family 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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
67.77 | 0.387 | 10.3 | 0.497 | 3.08 | 0.424 | 0.481 | -0.555 | -0.0606 | 6.2 | 19.3 | 126 | -- | -- |
67.99 | 0.387 | 10.3 | 0.437 | 3.1 | 0.504 | 0.375 | -- | -0.0742 | 6.23 | 19.3 | 126 | -- | -- |
66.79 | 0.384 | 10.3 | 0.505 | 3.1 | 0.413 | -- | -0.648 | -0.0602 | 6.21 | 19.2 | 116 | -- | -- |
68.34 | 0.388 | 10.3 | 0.441 | 3.1 | 0.503 | -- | -- | -0.0757 | 6.22 | 19 | 133 | -- | -- |
331.1 | 0.847 | 10.3 | 1.04 | -- | 2.21 | -- | -0.25 | 0.216 | -- | 27.5 | 439 | -- | -- |
75.45 | 0.407 | 10.3 | 0.288 | 3.11 | -- | 0.356 | -- | -0.146 | 6.11 | -- | -- | -- | -- |
75.76 | 0.408 | 10.3 | 0.292 | 3.11 | -- | -- | -- | -0.147 | 6.1 | -- | -- | -- | -- |
330.73 | 0.847 | 10.3 | 0.864 | -- | 2.2 | -- | -- | 0.271 | -- | 27.5 | 445 | -- | -- |
73.08 | 0.4 | 10.3 | -- | 3.11 | 0.394 | -- | -- | -0.137 | 6.18 | 19 | 133 | -- | -- |
578.72 | 1.12 | 10.4 | 0.38 | -- | -- | -- | -- | -0.0774 | -- | -- | -- | -- | -- |
78 | 0.413 | 10.3 | -- | 3.12 | -- | -- | -- | -0.18 | 6.09 | -- | -- | -- | -- |
345.63 | 0.866 | 10.3 | -- | -- | 2.25 | -- | -- | 0.127 | -- | 28.14 | 459 | -- | -- |
582.53 | 1.13 | 10.4 | -- | -- | -- | -- | -- | -0.12 | -- | -- | -- | -- | -- |
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 | 59.65 | temperature | 20.0 | 270 | > th | dose independent | rect. | 12 | 14 |
3 | 60.98 | temperature | 20.0 | 10 | > th | dose independent | rect. | 14 | 14 |
15 | 62.98 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 10 |
16 | 62.98 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 10 |
17 | 63.06 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 14 |
18 | 63.06 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 14 |
19 | 63.20 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 17 | 10 |
24 | 63.26 | atmosphere | 1000.0 | 30 | > th | dose dependent | rect. | 18 | 13 |
25 | 63.29 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 18 | 8 |
35 | 63.53 | wind | 1.0 | 270 | < th | dose dependent | rect. | 24 | 1 |
37 | 63.62 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 10 |
38 | 63.62 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 10 |
39 | 63.62 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 10 |
41 | 63.62 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 14 |
44 | 63.71 | wind | 9.0 | 270 | < th | dose independent | rect. | 12 | 14 |
45 | 63.79 | temperature | 20.0 | 270 | > th | dose independent | rect. | 23 | 3 |
46 | 63.80 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 10 |
48 | 63.82 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 17 | 16 |
49 | 63.85 | temperature | 20.0 | 90 | > th | dose independent | rect. | 23 | 5 |
50 | 63.86 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 10 |
52 | 63.86 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 17 | 7 |
53 | 63.87 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 17 | 20 |
58 | 63.93 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 16 | 6 |
78 | 64.20 | wind | 1.0 | 270 | < th | dose independent | rect. | 23 | 3 |
83 | 64.29 | humidity | 50.0 | 90 | > th | dose independent | rect. | 24 | 17 |
85 | 64.31 | temperature | 20.0 | 90 | > th | dose independent | rect. | 23 | 18 |
96 | 64.44 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 18 | 13 |
99 | 64.45 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 17 | 4 |
101 | 64.47 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 17 | 7 |
105 | 64.50 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 17 | 8 |
113 | 64.57 | wind | 1.0 | 90 | > th | dose independent | rect. | 17 | 7 |
118 | 64.64 | humidity | 50.0 | 10 | > th | dose independent | rect. | 1 | 16 |
120 | 64.66 | wind | 9.0 | 90 | < th | dose independent | rect. | 24 | 17 |
121 | 64.66 | wind | 1.0 | 90 | > th | dose independent | rect. | 17 | 20 |
124 | 64.68 | radiation | 1.0 | 30 | < th | dose independent | rect. | 17 | 8 |
131 | 64.73 | temperature | 20.0 | 10 | > th | dose independent | rect. | 1 | 3 |
132 | 64.73 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 19 | 3 |
134 | 64.73 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 24 | 17 |
136 | 64.73 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 17 | 8 |
139 | 64.77 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 17 | 7 |
145 | 64.79 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 16 | 8 |
152 | 64.83 | temperature | 30.0 | 90 | < th | dose independent | rect. | 24 | 17 |
160 | 64.87 | temperature | 20.0 | 10 | < th | dose independent | rect. | 17 | 15 |
167 | 64.88 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 14 | 14 |
170 | 64.90 | temperature | 20.0 | 10 | < th | dose independent | rect. | 17 | 13 |
183 | 64.94 | temperature | 20.0 | 90 | < th | dose independent | rect. | 17 | 13 |
192 | 64.97 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 24 | 17 |
193 | 64.98 | temperature | 10.0 | 90 | > th | dose independent | rect. | 17 | 7 |
194 | 64.98 | radiation | 20.0 | 90 | < th | dose independent | rect. | 17 | 7 |
205 | 65.02 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 1 | 16 |
206 | 65.02 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 17 | 20 |
228 | 65.08 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 24 | 17 |
233 | 65.10 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 17 | 8 |
237 | 65.11 | wind | 9.0 | 90 | < th | dose independent | rect. | 17 | 7 |
255 | 65.17 | humidity | 50.0 | 90 | > th | dose independent | rect. | 17 | 7 |
257 | 65.17 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 24 | 17 |
258 | 65.18 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 4 |
263 | 65.19 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 24 | 17 |
264 | 65.19 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 24 | 17 |
266 | 65.20 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 17 | 17 |
275 | 65.23 | temperature | 20.0 | 10 | < th | dose independent | sin | 11 | NA |
289 | 65.26 | wind | 9.0 | 10 | < th | dose independent | rect. | 1 | 16 |
293 | 65.27 | temperature | 30.0 | 90 | < th | dose independent | rect. | 13 | 4 |
298 | 65.28 | atmosphere | 1005.0 | 270 | > th | dose independent | sin | 11 | NA |
304 | 65.30 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
305 | 65.30 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
307 | 65.31 | atmosphere | 1005.0 | 720 | > th | dose independent | sin | 15 | NA |
312 | 65.33 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 17 | 7 |
314 | 65.33 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 17 | 7 |
321 | 65.36 | atmosphere | 1000.0 | 30 | > th | dose dependent | sin | 8 | NA |
322 | 65.36 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 17 | 8 |
342 | 65.41 | temperature | 30.0 | 90 | < th | dose independent | rect. | 17 | 7 |
348 | 65.43 | temperature | 20.0 | 90 | < th | dose independent | sin | 12 | NA |
351 | 65.43 | temperature | 10.0 | 10 | > th | dose independent | rect. | 17 | 8 |
352 | 65.43 | radiation | 20.0 | 10 | < th | dose independent | rect. | 17 | 8 |
355 | 65.43 | temperature | 10.0 | 10 | > th | dose independent | rect. | 1 | 16 |
357 | 65.43 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 1 | 16 |
362 | 65.45 | wind | 9.0 | 10 | < th | dose independent | rect. | 17 | 8 |
408 | 65.59 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 17 | 8 |
410 | 65.59 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 17 | 8 |
413 | 65.60 | temperature | 20.0 | 90 | > th | dose independent | rect. | 23 | 11 |
415 | 65.60 | temperature | 20.0 | 10 | > th | dose independent | rect. | 23 | 19 |
456 | 65.70 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 12 | 14 |
463 | 65.71 | wind | 1.0 | 270 | > th | dose independent | rect. | 15 | 21 |
472 | 65.72 | humidity | 50.0 | 10 | > th | dose independent | rect. | 14 | 14 |
562 | 65.86 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 17 | 14 |
586 | 65.90 | humidity | 50.0 | 90 | > th | dose independent | rect. | 13 | 4 |
588 | 65.90 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 4 | 10 |
591 | 65.90 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 1 | 16 |
592 | 65.90 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 4 | 10 |
594 | 65.90 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 1 | 16 |
614 | 65.93 | wind | 3.0 | 270 | > th | dose independent | rect. | 12 | 3 |
661 | 66.00 | humidity | 90.0 | 90 | < th | dose independent | rect. | 13 | 4 |
664 | 66.00 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 13 | 4 |
668 | 66.01 | wind | 1.0 | 90 | > th | dose dependent | rect. | 13 | 4 |
688 | 66.04 | wind | 1.0 | 270 | > th | dose independent | rect. | 17 | 12 |
693 | 66.04 | temperature | 20.0 | 90 | > th | dose independent | rect. | 12 | 23 |
709 | 66.07 | temperature | 10.0 | 90 | > th | dose independent | rect. | 4 | 10 |
710 | 66.07 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 4 | 10 |
712 | 66.07 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 4 | 10 |
727 | 66.08 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 19 | 1 |
741 | 66.11 | temperature | 20.0 | 10 | > th | dose independent | rect. | 23 | 11 |
745 | 66.12 | wind | 3.0 | 270 | > th | dose independent | rect. | 13 | 1 |
760 | 66.13 | wind | 3.0 | 270 | > th | dose independent | rect. | 11 | 5 |
762 | 66.13 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 4 | 10 |
766 | 66.13 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 4 | 10 |
821 | 66.22 | humidity | 60.0 | 270 | > th | dose independent | rect. | 11 | 6 |
828 | 66.23 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 18 | 8 |
832 | 66.23 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 18 | 8 |
834 | 66.23 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 18 | 8 |
848 | 66.23 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 16 |
890 | 66.28 | radiation | 40.0 | 10 | < th | dose independent | rect. | 14 | 14 |
895 | 66.29 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 5 |
900 | 66.29 | temperature | 10.0 | 10 | > th | dose independent | rect. | 4 | 10 |
902 | 66.29 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 4 | 10 |
903 | 66.29 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 4 | 10 |
939 | 66.33 | humidity | 90.0 | 270 | < th | dose independent | rect. | 11 | 6 |
947 | 66.34 | wind | 9.0 | 10 | < th | dose independent | rect. | 14 | 14 |
953 | 66.35 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 5 |
961 | 66.36 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 13 | 1 |
964 | 66.37 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 5 |
981 | 66.39 | wind | 9.0 | 90 | < th | dose independent | rect. | 4 | 10 |
996 | 66.40 | temperature | 20.0 | 90 | > th | dose independent | rect. | 7 | 21 |