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Os12g0207200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25.23 | 0.236 | 8.99 | -0.0568 | 0.421 | -0.455 | 0.133 | -0.48 | -0.0619 | 10.3 | 69.66 | 9735 | -- | -- |
24.86 | 0.232 | 8.99 | -0.0275 | 0.437 | -0.475 | 0.167 | -- | -0.0364 | 10.4 | 70 | 16236 | -- | -- |
25.3 | 0.234 | 8.99 | -0.0538 | 0.421 | -0.455 | -- | -0.499 | -0.062 | 10.2 | 69.59 | 9734 | -- | -- |
24.95 | 0.233 | 8.99 | -0.0167 | 0.44 | -0.48 | -- | -- | -0.0352 | 10.4 | 70.31 | 16236 | -- | -- |
35.7 | 0.278 | 9 | -0.0693 | -- | -0.523 | -- | -0.351 | -0.0619 | -- | 70 | 9638 | -- | -- |
29.04 | 0.253 | 9.01 | 0.0541 | 0.454 | -- | 0.166 | -- | -0.141 | 10.4 | -- | -- | -- | -- |
29.15 | 0.253 | 9.01 | 0.0605 | 0.453 | -- | -- | -- | -0.141 | 10.4 | -- | -- | -- | -- |
35.38 | 0.277 | 9 | -0.0145 | -- | -0.566 | -- | -- | -0.0184 | -- | 73 | 15292 | -- | -- |
24.96 | 0.233 | 8.99 | -- | 0.439 | -0.475 | -- | -- | -0.0347 | 10.4 | 70.46 | 16236 | -- | -- |
41.7 | 0.302 | 9.03 | 0.0532 | -- | -- | -- | -- | -0.142 | -- | -- | -- | -- | -- |
29.24 | 0.253 | 9.02 | -- | 0.453 | -- | -- | -- | -0.147 | 10.4 | -- | -- | -- | -- |
35.39 | 0.277 | 9 | -- | -- | -0.57 | -- | -- | -0.0148 | -- | 72.95 | 15290 | -- | -- |
41.77 | 0.302 | 9.03 | -- | -- | -- | -- | -- | -0.148 | -- | -- | -- | -- | -- |
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 | 23.94 | temperature | 30 | 270 | < th | dose dependent | rect. | 6 | 7 |
2 | 23.95 | temperature | 30 | 270 | < th | dose dependent | rect. | 6 | 5 |
13 | 24.51 | humidity | 90 | 14400 | > th | dose dependent | rect. | 6 | 4 |
15 | 24.53 | humidity | 90 | 14400 | > th | dose dependent | rect. | 6 | 8 |
16 | 24.54 | humidity | 90 | 14400 | > th | dose dependent | rect. | 6 | 10 |
28 | 24.67 | wind | 3 | 43200 | < th | dose dependent | rect. | 4 | 3 |
39 | 24.75 | humidity | 90 | 14400 | < th | dose independent | rect. | 6 | 10 |
41 | 24.76 | humidity | 90 | 14400 | < th | dose independent | rect. | 6 | 2 |
45 | 24.78 | humidity | 90 | 14400 | > th | dose independent | rect. | 6 | 2 |
46 | 24.78 | humidity | 90 | 14400 | > th | dose independent | rect. | 6 | 9 |
50 | 24.78 | humidity | 90 | 14400 | > th | dose independent | rect. | 6 | 13 |
55 | 24.79 | humidity | 90 | 14400 | > th | dose independent | rect. | 6 | 4 |
80 | 24.83 | humidity | 90 | 14400 | > th | dose dependent | sin | 23 | NA |
82 | 24.84 | temperature | 25 | 270 | < th | dose independent | rect. | 6 | 5 |
89 | 24.84 | wind | 3 | 43200 | < th | dose dependent | rect. | 1 | 6 |
96 | 24.85 | humidity | 50 | 14400 | > th | dose dependent | rect. | 13 | 11 |
100 | 24.86 | humidity | 90 | 14400 | > th | dose independent | sin | 0 | NA |
105 | 24.86 | wind | 5 | 90 | < th | dose independent | rect. | 6 | 21 |
106 | 24.86 | humidity | 50 | 14400 | > th | dose dependent | rect. | 14 | 1 |
119 | 24.88 | temperature | 30 | 90 | < th | dose independent | rect. | 6 | 8 |
138 | 24.89 | wind | 9 | 43200 | < th | dose dependent | rect. | 4 | 3 |
171 | 24.91 | humidity | 90 | 14400 | < th | dose independent | sin | 0 | NA |
178 | 24.91 | humidity | 80 | 14400 | > th | dose dependent | rect. | 20 | 1 |
179 | 24.91 | humidity | 90 | 14400 | < th | dose dependent | rect. | 14 | 1 |
190 | 24.91 | humidity | 90 | 14400 | < th | dose dependent | rect. | 13 | 11 |
197 | 24.91 | humidity | 60 | 14400 | > th | dose dependent | rect. | 6 | 18 |
203 | 24.92 | humidity | 50 | 14400 | > th | dose dependent | sin | 17 | NA |
226 | 24.92 | humidity | 60 | 14400 | > th | dose dependent | rect. | 8 | 16 |
310 | 24.94 | humidity | 50 | 14400 | > th | dose dependent | rect. | 13 | 21 |
315 | 24.95 | temperature | 30 | 10 | < th | dose independent | rect. | 6 | 8 |
319 | 24.95 | wind | 1 | 43200 | > th | dose dependent | rect. | 4 | 3 |
359 | 24.96 | humidity | 90 | 14400 | > th | dose independent | rect. | 15 | 5 |
426 | 24.97 | wind | 1 | 43200 | > th | dose dependent | rect. | 5 | 1 |
564 | 24.99 | humidity | 90 | 14400 | < th | dose independent | rect. | 6 | 18 |
568 | 24.99 | humidity | 50 | 14400 | > th | dose dependent | no | NA | NA |
573 | 24.99 | humidity | 50 | 14400 | > th | dose dependent | rect. | 20 | 2 |
641 | 24.99 | humidity | 50 | 14400 | > th | dose dependent | rect. | 20 | 23 |
645 | 25.00 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 2 |
715 | 25.00 | humidity | 60 | 14400 | > th | dose dependent | rect. | 17 | 23 |
734 | 25.01 | humidity | 90 | 14400 | < th | dose dependent | sin | 18 | NA |
837 | 25.02 | wind | 9 | 43200 | < th | dose dependent | rect. | 1 | 7 |
964 | 25.04 | humidity | 70 | 14400 | > th | dose dependent | rect. | 10 | 1 |