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Os07g0205500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF239, plant domain containing 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
110.97 | 0.495 | 8.86 | 0.32 | 0.935 | 1.23 | -0.254 | 3.86 | -0.281 | 5.04 | 0.5854 | 4795 | -- | -- |
118.63 | 0.507 | 8.82 | 0.147 | 0.913 | 1.27 | -0.255 | -- | -0.331 | 5.16 | 1.14 | 5809 | -- | -- |
111.07 | 0.491 | 8.86 | 0.308 | 0.931 | 1.16 | -- | 3.64 | -0.28 | 5.06 | 0.6978 | 4776 | -- | -- |
118.75 | 0.508 | 8.82 | 0.143 | 0.91 | 1.26 | -- | -- | -0.327 | 5.13 | 1.091 | 5809 | -- | -- |
156.79 | 0.583 | 8.87 | 0.355 | -- | 1.2 | -- | 3.55 | -0.271 | -- | 0.6644 | 4772 | -- | -- |
152.04 | 0.578 | 8.79 | -0.124 | 0.921 | -- | -0.5 | -- | -0.169 | 5.06 | -- | -- | -- | -- |
152.66 | 0.579 | 8.78 | -0.123 | 0.918 | -- | -- | -- | -0.166 | 5.12 | -- | -- | -- | -- |
161.66 | 0.592 | 8.83 | 0.163 | -- | 1.27 | -- | -- | -0.311 | -- | 1 | 5885 | -- | -- |
119.2 | 0.509 | 8.82 | -- | 0.91 | 1.25 | -- | -- | -0.34 | 5.14 | 1.003 | 5811 | -- | -- |
196.86 | 0.656 | 8.79 | -0.0902 | -- | -- | -- | -- | -0.143 | -- | -- | -- | -- | -- |
153.06 | 0.579 | 8.78 | -- | 0.916 | -- | -- | -- | -0.152 | 5.12 | -- | -- | -- | -- |
162.33 | 0.593 | 8.83 | -- | -- | 1.23 | -- | -- | -0.323 | -- | 1.001 | 5885 | -- | -- |
197.07 | 0.655 | 8.79 | -- | -- | -- | -- | -- | -0.133 | -- | -- | -- | -- | -- |
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 | 96.03 | wind | 3.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
2 | 96.24 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
5 | 98.45 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 6 | 1 |
7 | 98.92 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 6 | 1 |
8 | 99.09 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 6 | 1 |
10 | 99.28 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 1 |
13 | 99.45 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 6 |
16 | 100.02 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 24 | 7 |
17 | 100.04 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
19 | 100.19 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 3 | 4 |
21 | 100.20 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 3 | 3 |
23 | 100.20 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 24 | 1 |
25 | 100.24 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 1 | 6 |
26 | 100.25 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 13 |
27 | 100.29 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 22 | 9 |
28 | 100.30 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 24 | 1 |
32 | 100.33 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
33 | 100.33 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 3 | 1 |
39 | 100.44 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 4 |
41 | 100.45 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 22 | 5 |
69 | 100.64 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 6 |
82 | 100.78 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 4 |
92 | 100.92 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 4 |
93 | 100.92 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 4 |
94 | 100.95 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
96 | 100.99 | wind | 3.0 | 43200 | < th | dose independent | sin | 6 | NA |
98 | 101.01 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 13 |
107 | 101.10 | wind | 3.0 | 43200 | < th | dose independent | rect. | 20 | 12 |
108 | 101.10 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 2 | 1 |
148 | 101.64 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 16 | 1 |
153 | 101.69 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 16 | 1 |
154 | 101.69 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 16 | 1 |
160 | 101.77 | wind | 3.0 | 43200 | > th | dose independent | sin | 5 | NA |
165 | 101.81 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 7 |
166 | 101.81 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 7 |
168 | 101.85 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 7 |
169 | 101.89 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 8 |
177 | 101.96 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 16 | 1 |
202 | 102.16 | wind | 3.0 | 14400 | < th | dose independent | rect. | 3 | 1 |
206 | 102.17 | wind | 3.0 | 43200 | > th | dose independent | rect. | 20 | 12 |
214 | 102.22 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
223 | 102.32 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 3 | 10 |
245 | 102.55 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 24 | 12 |
258 | 102.65 | wind | 3.0 | 43200 | > th | dose independent | rect. | 19 | 14 |
279 | 102.81 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
280 | 102.82 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 5 |
281 | 102.82 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 5 |
290 | 102.88 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 5 |
318 | 103.07 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 3 |
339 | 103.34 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 1 | 19 |
352 | 103.41 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 23 | 21 |
360 | 103.48 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 3 | 1 |
363 | 103.51 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
376 | 103.68 | wind | 3.0 | 14400 | > th | dose independent | rect. | 3 | 1 |
400 | 103.91 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 17 |
401 | 103.91 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 17 |
416 | 104.02 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 17 |
424 | 104.06 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 2 | 15 |
451 | 104.26 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 24 | 7 |
458 | 104.33 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 2 | 15 |
459 | 104.33 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 1 |
460 | 104.33 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 2 | 15 |
471 | 104.42 | wind | 3.0 | 43200 | < th | dose dependent | sin | 7 | NA |
472 | 104.43 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 2 | 15 |
509 | 104.58 | wind | 9.0 | 14400 | < th | dose independent | rect. | 6 | 5 |
514 | 104.64 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
518 | 104.67 | wind | 9.0 | 14400 | > th | dose independent | rect. | 7 | 4 |
536 | 104.77 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
543 | 104.84 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 8 | 8 |
551 | 104.88 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 8 | 10 |
598 | 105.22 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 19 | 1 |
600 | 105.23 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
637 | 105.46 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 5 |
641 | 105.48 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 7 |
655 | 105.54 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 3 |
656 | 105.55 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 2 | NA |
693 | 105.77 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
696 | 105.78 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 20 | 1 |
710 | 105.85 | wind | 9.0 | 43200 | < th | dose independent | rect. | 8 | 6 |
746 | 106.00 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 13 | 4 |
767 | 106.07 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 9 | 9 |
773 | 106.10 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 9 | 6 |
793 | 106.18 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 16 | 7 |
798 | 106.20 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 19 | 1 |
803 | 106.20 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 19 | 1 |
808 | 106.22 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 23 | NA |
809 | 106.22 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 23 | NA |
817 | 106.25 | wind | 9.0 | 43200 | < th | dose independent | rect. | 2 | 12 |
822 | 106.27 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 23 | NA |
837 | 106.30 | wind | 9.0 | 43200 | < th | dose independent | rect. | 5 | 9 |
839 | 106.31 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 19 | 1 |
868 | 106.45 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 17 |
876 | 106.48 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 13 | 10 |
889 | 106.51 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 17 |
890 | 106.51 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 17 |
894 | 106.53 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 15 |
912 | 106.59 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 24 | 4 |
924 | 106.62 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 15 |
928 | 106.62 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 15 |
929 | 106.63 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
948 | 106.70 | wind | 9.0 | 43200 | > th | dose independent | rect. | 9 | 5 |
985 | 106.80 | humidity | 70.0 | 14400 | > th | dose dependent | rect. | 13 | 2 |