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Os01g0952600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to LacZ (Fragment).
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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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
82.43 | 0.427 | 10.3 | 0.346 | 1.69 | -0.139 | -0.234 | -3.64 | 0.461 | 22.3 | 0.03773 | 4445 | -- | -- |
91.2 | 0.445 | 10.3 | 0.545 | 1.69 | -0.295 | -0.186 | -- | 0.467 | 22.4 | 1.357 | 7170 | -- | -- |
81.66 | 0.421 | 10.3 | 0.314 | 1.72 | -0.0686 | -- | -3.62 | 0.425 | 22.3 | 0.2417 | 5593 | -- | -- |
89.91 | 0.442 | 10.3 | 0.57 | 1.69 | -0.378 | -- | -- | 0.543 | 22.4 | 1.499 | 13945 | -- | -- |
256.11 | 0.745 | 10.2 | 0.414 | -- | -0.0466 | -- | -3.33 | 0.45 | -- | 0.7142 | 4837 | -- | -- |
94.13 | 0.455 | 10.3 | 0.572 | 1.7 | -- | -0.225 | -- | 0.45 | 22.4 | -- | -- | -- | -- |
94.34 | 0.455 | 10.3 | 0.581 | 1.7 | -- | -- | -- | 0.451 | 22.3 | -- | -- | -- | -- |
260.77 | 0.752 | 10.3 | 0.373 | -- | -0.855 | -- | -- | 0.509 | -- | 2.062 | 2004 | -- | -- |
97.04 | 0.459 | 10.3 | -- | 1.66 | -0.443 | -- | -- | 0.507 | 22.4 | 2.342 | 19813 | -- | -- |
269.99 | 0.768 | 10.3 | 0.608 | -- | -- | -- | -- | 0.456 | -- | -- | -- | -- | -- |
103.24 | 0.475 | 10.3 | -- | 1.7 | -- | -- | -- | 0.386 | 22.4 | -- | -- | -- | -- |
264.19 | 0.757 | 10.3 | -- | -- | -1.02 | -- | -- | 0.529 | -- | 4.186 | 2080 | -- | -- |
279.74 | 0.781 | 10.3 | -- | -- | -- | -- | -- | 0.389 | -- | -- | -- | -- | -- |
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 | 76.13 | wind | 9.0 | 14400 | < th | dose independent | rect. | 7 | 4 |
4 | 76.93 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 22 | 19 |
5 | 76.93 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 22 | 19 |
7 | 76.99 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 22 | 19 |
11 | 77.15 | wind | 9.0 | 14400 | > th | dose independent | rect. | 7 | 4 |
13 | 77.23 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 22 | 19 |
14 | 77.34 | wind | 9.0 | 14400 | > th | dose independent | rect. | 9 | 2 |
16 | 77.36 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 2 | 15 |
17 | 77.36 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 2 | 15 |
19 | 77.41 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 2 | 15 |
28 | 77.56 | wind | 3.0 | 14400 | < th | dose independent | rect. | 1 | 3 |
29 | 77.64 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 2 | 15 |
30 | 77.65 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 6 |
40 | 77.94 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 5 |
55 | 78.15 | wind | 3.0 | 14400 | > th | dose independent | rect. | 22 | 6 |
58 | 78.19 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 2 | 1 |
64 | 78.30 | wind | 3.0 | 14400 | > th | dose independent | rect. | 1 | 3 |
68 | 78.38 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
69 | 78.38 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
73 | 78.44 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 10 | 3 |
76 | 78.48 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 1 | 2 |
81 | 78.52 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
85 | 78.54 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 3 |
86 | 78.59 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 3 |
88 | 78.59 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 3 |
106 | 78.77 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 3 |
130 | 78.92 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 5 | NA |
131 | 78.92 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 5 | NA |
148 | 79.08 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 2 |
153 | 79.10 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 2 |
154 | 79.10 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 12 | 4 |
155 | 79.11 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 5 | NA |
161 | 79.16 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 3 |
163 | 79.17 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
165 | 79.19 | precipitation | 0.1 | 270 | < th | dose independent | sin | 5 | NA |
166 | 79.19 | precipitation | 0.1 | 270 | < th | dose dependent | sin | 5 | NA |
167 | 79.19 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 2 |
188 | 79.30 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 6 | NA |
192 | 79.31 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 2 |
214 | 79.39 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 2 |
216 | 79.39 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 2 |
226 | 79.43 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 19 | 22 |
227 | 79.43 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 19 | 22 |
229 | 79.46 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 19 | 22 |
256 | 79.54 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 6 | 11 |
290 | 79.69 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 7 | 10 |
314 | 79.78 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 6 | 11 |
315 | 79.78 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 6 | 11 |
316 | 79.79 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 5 | 8 |
334 | 79.87 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 3 | 12 |
337 | 79.89 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
373 | 80.05 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 3 | 6 |
386 | 80.12 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 3 | 6 |
399 | 80.17 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 5 | 3 |
424 | 80.24 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 19 | 1 |
427 | 80.25 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 19 | 1 |
428 | 80.25 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 19 | 1 |
446 | 80.30 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 4 |
475 | 80.40 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 4 |
476 | 80.40 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 4 |
505 | 80.49 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 5 | 3 |
557 | 80.62 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 1 |
569 | 80.65 | humidity | 70.0 | 1440 | > th | dose dependent | sin | 5 | NA |
607 | 80.74 | wind | 9.0 | 14400 | < th | dose independent | rect. | 24 | 13 |
613 | 80.75 | humidity | 80.0 | 1440 | > th | dose dependent | sin | 3 | NA |
625 | 80.78 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 20 | 13 |
764 | 81.06 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 5 | 3 |
799 | 81.12 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 20 | 13 |
815 | 81.16 | precipitation | 0.1 | 720 | < th | dose independent | sin | 9 | NA |
819 | 81.16 | precipitation | 0.1 | 720 | < th | dose dependent | sin | 9 | NA |
832 | 81.18 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 24 | 15 |
854 | 81.21 | wind | 3.0 | 14400 | < th | dose independent | sin | 9 | NA |
911 | 81.29 | precipitation | 0.1 | 270 | > th | dose independent | sin | 9 | NA |
917 | 81.29 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 5 | 3 |
922 | 81.30 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 1 | 14 |
968 | 81.37 | wind | 3.0 | 14400 | > th | dose independent | sin | 9 | NA |