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Os01g0546800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Virulence factor, pectin lyase fold 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
70.29 | 0.394 | 10.2 | 0.211 | 0.688 | -1.24 | -0.0912 | 0.606 | 0.0928 | 3.21 | 22.55 | 572 | -- | -- |
70.7 | 0.392 | 10.2 | 0.282 | 0.678 | -1.34 | -0.0868 | -- | 0.1 | 3.22 | 22.4 | 574 | -- | -- |
70.31 | 0.391 | 10.2 | 0.212 | 0.687 | -1.24 | -- | 0.606 | 0.0945 | 3.21 | 22.52 | 575 | -- | -- |
70.7 | 0.392 | 10.2 | 0.275 | 0.688 | -1.37 | -- | -- | 0.107 | 3.24 | 22.37 | 572 | -- | -- |
92.38 | 0.448 | 10.2 | 0.154 | -- | -1.26 | -- | 0.654 | 0.0268 | -- | 24.5 | 968 | -- | -- |
91.3 | 0.448 | 10.1 | 0.604 | 0.69 | -- | -0.112 | -- | 0.293 | 2.59 | -- | -- | -- | -- |
91.34 | 0.448 | 10.1 | 0.607 | 0.69 | -- | -- | -- | 0.294 | 2.58 | -- | -- | -- | -- |
92.85 | 0.449 | 10.2 | 0.249 | -- | -1.34 | -- | -- | 0.0492 | -- | 24.15 | 953 | -- | -- |
72.46 | 0.396 | 10.2 | -- | 0.695 | -1.57 | -- | -- | 0.0907 | 3.32 | 22.02 | 572 | -- | -- |
119.24 | 0.51 | 10.1 | 0.636 | -- | -- | -- | -- | 0.311 | -- | -- | -- | -- | -- |
101.06 | 0.47 | 10.1 | -- | 0.702 | -- | -- | -- | 0.226 | 2.59 | -- | -- | -- | -- |
94.17 | 0.452 | 10.2 | -- | -- | -1.57 | -- | -- | 0.0412 | -- | 22.84 | 963 | -- | -- |
129.92 | 0.532 | 10.1 | -- | -- | -- | -- | -- | 0.241 | -- | -- | -- | -- | -- |
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 | 70.10 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 18 |
9 | 71.28 | temperature | 20 | 720 | > th | dose independent | rect. | 18 | 19 |
19 | 71.57 | temperature | 25 | 720 | < th | dose dependent | rect. | 19 | 20 |
52 | 71.95 | temperature | 20 | 1440 | < th | dose dependent | rect. | 2 | 10 |
87 | 72.18 | temperature | 15 | 720 | > th | dose dependent | sin | 8 | NA |
88 | 72.18 | temperature | 25 | 1440 | < th | dose dependent | rect. | 8 | 1 |
96 | 72.24 | temperature | 25 | 1440 | < th | dose dependent | rect. | 5 | 6 |
104 | 72.28 | temperature | 25 | 1440 | < th | dose dependent | rect. | 7 | 3 |
116 | 72.33 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 23 |
125 | 72.36 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
130 | 72.40 | temperature | 20 | 720 | < th | dose independent | rect. | 19 | 21 |
135 | 72.41 | temperature | 25 | 720 | < th | dose dependent | rect. | 24 | 23 |
145 | 72.46 | temperature | 15 | 1440 | > th | dose dependent | rect. | 7 | 2 |
155 | 72.49 | temperature | 20 | 720 | > th | dose independent | rect. | 8 | 23 |
172 | 72.55 | temperature | 25 | 720 | < th | dose dependent | rect. | 4 | 23 |
186 | 72.60 | temperature | 25 | 720 | < th | dose dependent | rect. | 9 | 23 |
202 | 72.66 | temperature | 20 | 720 | > th | dose independent | rect. | 23 | 23 |
223 | 72.71 | temperature | 20 | 1440 | < th | dose dependent | sin | 5 | NA |
229 | 72.72 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 12 |
232 | 72.74 | radiation | 30 | 4320 | < th | dose independent | rect. | 23 | 9 |
238 | 72.76 | radiation | 30 | 4320 | < th | dose independent | rect. | 1 | 7 |
254 | 72.78 | radiation | 30 | 4320 | < th | dose independent | rect. | 3 | 5 |
260 | 72.79 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 21 |
262 | 72.79 | temperature | 20 | 1440 | < th | dose dependent | rect. | 5 | 1 |
274 | 72.83 | radiation | 30 | 4320 | < th | dose independent | rect. | 17 | 15 |
283 | 72.85 | radiation | 30 | 4320 | < th | dose independent | rect. | 19 | 13 |
288 | 72.86 | temperature | 20 | 1440 | < th | dose dependent | rect. | 3 | 3 |
319 | 72.93 | temperature | 20 | 720 | > th | dose independent | no | NA | NA |
320 | 72.93 | temperature | 20 | 720 | < th | dose independent | rect. | 7 | 23 |
329 | 72.96 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 23 |
340 | 72.99 | temperature | 20 | 720 | < th | dose independent | no | NA | NA |
354 | 73.02 | temperature | 20 | 720 | < th | dose independent | rect. | 3 | 23 |
356 | 73.03 | temperature | 20 | 720 | > th | dose independent | rect. | 21 | 23 |
410 | 73.14 | temperature | 20 | 720 | > th | dose independent | rect. | 12 | 23 |
415 | 73.15 | temperature | 20 | 720 | < th | dose independent | rect. | 1 | 23 |
419 | 73.15 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 14 |
461 | 73.23 | temperature | 10 | 270 | > th | dose dependent | rect. | 23 | 23 |
483 | 73.27 | temperature | 20 | 720 | < th | dose independent | rect. | 11 | 23 |
576 | 73.43 | humidity | 90 | 14400 | > th | dose dependent | rect. | 6 | 1 |
598 | 73.47 | temperature | 25 | 720 | < th | dose dependent | sin | 10 | NA |
830 | 73.80 | radiation | 10 | 14400 | < th | dose independent | rect. | 17 | 12 |
852 | 73.83 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 5 |
863 | 73.85 | temperature | 20 | 720 | > th | dose independent | sin | 8 | NA |
899 | 73.89 | radiation | 10 | 14400 | < th | dose independent | rect. | 17 | 3 |
931 | 73.93 | radiation | 10 | 14400 | < th | dose independent | rect. | 17 | 7 |
932 | 73.93 | radiation | 10 | 14400 | < th | dose independent | rect. | 17 | 9 |
965 | 73.97 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 4 |
978 | 73.99 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 14 |
984 | 74.00 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 5 |