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Os02g0182700 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39.74 | 0.296 | 11.3 | -0.654 | 1.1 | -0.45 | -0.0523 | -0.238 | -0.598 | 0.668 | 63.92 | 7201 | -- | -- |
39.79 | 0.294 | 11.3 | -0.691 | 1.1 | -0.468 | -0.0332 | -- | -0.626 | 0.643 | 66.79 | 7190 | -- | -- |
39.74 | 0.294 | 11.3 | -0.653 | 1.1 | -0.452 | -- | -0.222 | -0.597 | 0.66 | 65.12 | 7182 | -- | -- |
39.78 | 0.294 | 11.3 | -0.684 | 1.1 | -0.459 | -- | -- | -0.62 | 0.673 | 66.98 | 7153 | -- | -- |
82.18 | 0.425 | 11.2 | -0.732 | -- | 0.821 | -- | -0.259 | -0.399 | -- | 65.12 | 7182 | -- | -- |
43.43 | 0.309 | 11.3 | -0.753 | 1.11 | -- | -0.0253 | -- | -0.468 | 0.678 | -- | -- | -- | -- |
43.44 | 0.309 | 11.3 | -0.752 | 1.11 | -- | -- | -- | -0.468 | 0.676 | -- | -- | -- | -- |
82.41 | 0.425 | 11.2 | -0.741 | -- | 0.814 | -- | -- | -0.401 | -- | 65.12 | 7182 | -- | -- |
51.7 | 0.335 | 11.3 | -- | 1.09 | -0.606 | -- | -- | -0.599 | 0.626 | 67.88 | 7135 | -- | -- |
120.58 | 0.513 | 11.3 | -0.712 | -- | -- | -- | -- | -0.449 | -- | -- | -- | -- | -- |
58.33 | 0.357 | 11.3 | -- | 1.1 | -- | -- | -- | -0.385 | 0.644 | -- | -- | -- | -- |
96.9 | 0.46 | 11.2 | -- | -- | 0.802 | -- | -- | -0.319 | -- | 65.12 | 7182 | -- | -- |
133.95 | 0.54 | 11.2 | -- | -- | -- | -- | -- | -0.37 | -- | -- | -- | -- | -- |
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 | 38.55 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 14 | 1 |
2 | 38.65 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 6 | 4 |
3 | 38.67 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 7 | 2 |
9 | 38.91 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 20 | 3 |
10 | 39.02 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
13 | 39.08 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 21 | 2 |
14 | 39.09 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 15 | 1 |
15 | 39.10 | wind | 7.0 | 4320 | > th | dose independent | rect. | 14 | 1 |
18 | 39.13 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 9 |
19 | 39.14 | wind | 7.0 | 4320 | < th | dose independent | rect. | 14 | 1 |
20 | 39.14 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 7 | 1 |
22 | 39.14 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 21 | 10 |
25 | 39.17 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 18 | 6 |
33 | 39.22 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 20 | 4 |
34 | 39.22 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 18 | 5 |
47 | 39.26 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 8 |
55 | 39.29 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 7 |
56 | 39.29 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 23 | 3 |
58 | 39.29 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 7 |
67 | 39.32 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 1 |
74 | 39.34 | humidity | 90.0 | 720 | > th | dose dependent | sin | 1 | NA |
76 | 39.34 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 18 | 14 |
77 | 39.35 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
82 | 39.35 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 2 |
86 | 39.35 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 4 | 10 |
92 | 39.37 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 19 | 1 |
99 | 39.38 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 15 |
101 | 39.39 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 4 | 6 |
104 | 39.39 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 11 |
105 | 39.40 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
106 | 39.40 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 5 |
113 | 39.41 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 6 | NA |
114 | 39.41 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 4 | 13 |
115 | 39.41 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 13 |
117 | 39.42 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 7 | 1 |
125 | 39.42 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 23 | 4 |
130 | 39.42 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 14 |
131 | 39.42 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 17 |
132 | 39.43 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
133 | 39.43 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 19 | 1 |
137 | 39.43 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 19 | 1 |
148 | 39.44 | wind | 1.0 | 1440 | < th | dose independent | rect. | 13 | 6 |
156 | 39.45 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 7 | 1 |
166 | 39.46 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 6 | 2 |
169 | 39.46 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
206 | 39.49 | radiation | 10.0 | 30 | < th | dose independent | rect. | 22 | 10 |
218 | 39.50 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
224 | 39.51 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 6 | 3 |
247 | 39.53 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 1 |
255 | 39.54 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 13 |
260 | 39.54 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 13 |
263 | 39.55 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 13 |
264 | 39.55 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 23 | 15 |
266 | 39.55 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 13 | 8 |
269 | 39.56 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 6 | NA |
275 | 39.56 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 7 | 4 |
279 | 39.56 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 12 | 7 |
281 | 39.56 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 13 | 9 |
282 | 39.56 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 22 | 9 |
286 | 39.57 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 6 | NA |
287 | 39.57 | wind | 3.0 | 14400 | < th | dose independent | rect. | 23 | 2 |
297 | 39.57 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 6 | NA |
304 | 39.58 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 1 |
305 | 39.58 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
325 | 39.59 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 23 | 18 |
363 | 39.62 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 7 | 1 |
369 | 39.62 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 22 | 19 |
370 | 39.62 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 7 | 1 |
376 | 39.62 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 22 | 19 |
390 | 39.63 | humidity | 70.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
411 | 39.65 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 1 |
424 | 39.65 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 1 |
455 | 39.67 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 8 | 14 |
460 | 39.68 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 7 | 5 |
461 | 39.68 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 6 |
462 | 39.68 | wind | 5.0 | 4320 | > th | dose independent | rect. | 9 | 9 |
465 | 39.68 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 22 | 18 |
467 | 39.68 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 20 | 3 |
475 | 39.69 | wind | 1.0 | 1440 | > th | dose independent | rect. | 13 | 6 |
476 | 39.69 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 11 | 6 |
533 | 39.73 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 7 | 5 |
535 | 39.73 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 22 | 10 |
543 | 39.73 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 13 |
549 | 39.74 | wind | 5.0 | 4320 | < th | dose independent | rect. | 9 | 9 |
550 | 39.74 | wind | 5.0 | 4320 | > th | dose independent | rect. | 6 | 12 |
572 | 39.75 | wind | 5.0 | 4320 | > th | dose independent | rect. | 4 | 14 |
574 | 39.75 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 21 | 20 |
598 | 39.76 | wind | 5.0 | 4320 | < th | dose independent | rect. | 6 | 12 |
599 | 39.76 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 9 | 15 |
603 | 39.76 | wind | 5.0 | 30 | < th | dose independent | rect. | 22 | 21 |
604 | 39.76 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 23 | 1 |
605 | 39.76 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 12 | 2 |
615 | 39.77 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 12 | 1 |
617 | 39.77 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 7 |
631 | 39.77 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 7 |
636 | 39.78 | wind | 1.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
651 | 39.78 | wind | 5.0 | 4320 | > th | dose independent | rect. | 24 | 18 |
656 | 39.78 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 11 |
676 | 39.79 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 9 | 15 |
679 | 39.79 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 21 | 1 |
690 | 39.80 | wind | 3.0 | 14400 | > th | dose independent | rect. | 23 | 2 |
693 | 39.80 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 9 | 7 |
702 | 39.80 | wind | 5.0 | 4320 | < th | dose independent | rect. | 4 | 14 |
706 | 39.80 | wind | 5.0 | 4320 | < th | dose independent | rect. | 24 | 18 |
722 | 39.81 | wind | 5.0 | 4320 | > th | dose independent | sin | 22 | NA |
725 | 39.81 | temperature | 25.0 | 90 | < th | dose independent | rect. | 12 | 10 |
749 | 39.82 | temperature | 25.0 | 10 | < th | dose independent | rect. | 13 | 9 |
774 | 39.83 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
778 | 39.83 | wind | 3.0 | 14400 | > th | dose independent | rect. | 22 | 4 |
781 | 39.83 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 6 |
791 | 39.83 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
795 | 39.83 | humidity | 70.0 | 14400 | > th | dose dependent | rect. | 7 | 8 |
799 | 39.84 | wind | 5.0 | 4320 | < th | dose independent | sin | 22 | NA |
808 | 39.84 | wind | 1.0 | 1440 | < th | dose independent | rect. | 10 | 9 |
823 | 39.84 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 13 | 12 |
910 | 39.88 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 7 | 1 |
923 | 39.88 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 7 | 1 |
969 | 39.90 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 11 | 6 |
977 | 39.90 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 7 | 8 |
985 | 39.90 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 7 | 17 |
988 | 39.90 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 18 | 18 |