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Os05g0159300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Lipolytic enzyme, G-D-S-L 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
255.29 | 0.751 | 9.87 | -4.52 | 0.547 | 1.7 | 4.28 | -0.776 | -1.07 | 6.29 | 10.09 | 1337 | -- | -- |
256.29 | 0.746 | 9.87 | -4.42 | 0.557 | 1.71 | 4.3 | -- | -1.07 | 6.37 | 10.03 | 1338 | -- | -- |
293.97 | 0.799 | 9.88 | -4.45 | 0.65 | 1.53 | -- | -0.829 | -1.08 | 4.03 | 10.03 | 1372 | -- | -- |
295.2 | 0.8 | 9.87 | -4.35 | 0.647 | 1.56 | -- | -- | -1.07 | 3.37 | 10.03 | 1406 | -- | -- |
316.02 | 0.828 | 9.89 | -4.46 | -- | 1.68 | -- | -0.806 | -1.09 | -- | 10.09 | 1365 | -- | -- |
336.01 | 0.859 | 9.74 | -3.87 | 0.577 | -- | 4.13 | -- | -0.556 | 5.64 | -- | -- | -- | -- |
362.89 | 0.892 | 9.76 | -3.86 | 0.768 | -- | -- | -- | -0.579 | 3.01 | -- | -- | -- | -- |
317.12 | 0.829 | 9.87 | -4.34 | -- | 1.65 | -- | -- | -1.04 | -- | 10.1 | 1378 | -- | -- |
671.16 | 1.21 | 9.76 | -- | 0.453 | 1.53 | -- | -- | -0.852 | 3.41 | 39.92 | 8486 | -- | -- |
396.68 | 0.931 | 9.76 | -3.83 | -- | -- | -- | -- | -0.559 | -- | -- | -- | -- | -- |
756.28 | 1.29 | 9.67 | -- | 0.691 | -- | -- | -- | -0.148 | 2.98 | -- | -- | -- | -- |
666.27 | 1.2 | 9.79 | -- | -- | 2.57 | -- | -- | -0.868 | -- | 49.83 | 8484 | -- | -- |
783.76 | 1.31 | 9.66 | -- | -- | -- | -- | -- | -0.134 | -- | -- | -- | -- | -- |
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 | 255.99 | humidity | 70 | 720 | > th | dose independent | sin | 11 | NA |
2 | 257.37 | humidity | 70 | 720 | < th | dose independent | sin | 12 | NA |
5 | 258.17 | humidity | 70 | 720 | > th | dose independent | rect. | 17 | 16 |
7 | 258.82 | temperature | 25 | 720 | > th | dose dependent | rect. | 17 | 6 |
10 | 259.54 | temperature | 30 | 720 | < th | dose independent | rect. | 16 | 9 |
12 | 259.70 | humidity | 80 | 720 | < th | dose dependent | rect. | 17 | 4 |
21 | 261.08 | humidity | 70 | 720 | < th | dose independent | rect. | 17 | 15 |
26 | 261.46 | humidity | 70 | 720 | < th | dose independent | rect. | 17 | 3 |
39 | 261.71 | temperature | 25 | 720 | > th | dose dependent | rect. | 17 | 15 |
80 | 263.02 | humidity | 80 | 1440 | < th | dose dependent | rect. | 15 | 6 |
85 | 263.30 | temperature | 25 | 720 | > th | dose dependent | rect. | 18 | 1 |
86 | 263.34 | temperature | 25 | 720 | > th | dose dependent | sin | 14 | NA |
87 | 263.37 | humidity | 80 | 720 | < th | dose dependent | rect. | 17 | 15 |
92 | 263.48 | radiation | 20 | 1440 | > th | dose independent | rect. | 16 | 15 |
99 | 263.86 | temperature | 30 | 720 | < th | dose independent | rect. | 17 | 17 |
140 | 264.60 | humidity | 80 | 1440 | < th | dose dependent | sin | 15 | NA |
144 | 264.67 | humidity | 80 | 1440 | < th | dose dependent | rect. | 15 | 17 |
158 | 264.98 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 4 |
164 | 265.06 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 6 |
166 | 265.06 | radiation | 20 | 1440 | > th | dose dependent | rect. | 15 | 17 |
179 | 265.16 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 2 |
180 | 265.17 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 8 |
183 | 265.19 | radiation | 10 | 1440 | > th | dose independent | sin | 14 | NA |
214 | 265.42 | radiation | 30 | 1440 | > th | dose independent | rect. | 15 | 17 |
218 | 265.48 | radiation | 20 | 1440 | > th | dose independent | rect. | 16 | 1 |
233 | 265.49 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 23 |
236 | 265.57 | radiation | 10 | 1440 | > th | dose independent | rect. | 15 | 22 |
239 | 265.63 | temperature | 30 | 720 | < th | dose independent | sin | 11 | NA |
261 | 265.76 | humidity | 60 | 1440 | > th | dose independent | rect. | 12 | 7 |
269 | 265.84 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 12 |
282 | 265.95 | humidity | 60 | 1440 | > th | dose independent | rect. | 12 | 10 |
314 | 266.06 | humidity | 60 | 1440 | > th | dose independent | rect. | 12 | 15 |
345 | 266.26 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 4 |
348 | 266.29 | radiation | 10 | 1440 | > th | dose independent | rect. | 8 | 23 |
357 | 266.40 | temperature | 30 | 720 | > th | dose independent | rect. | 17 | 2 |
391 | 266.65 | humidity | 60 | 1440 | > th | dose independent | sin | 15 | NA |
473 | 267.22 | humidity | 60 | 1440 | < th | dose independent | rect. | 13 | 6 |
476 | 267.25 | radiation | 10 | 1440 | > th | dose dependent | rect. | 15 | 3 |
491 | 267.28 | radiation | 40 | 1440 | < th | dose dependent | rect. | 15 | 5 |
509 | 267.33 | radiation | 10 | 1440 | > th | dose independent | no | NA | NA |
510 | 267.33 | radiation | 10 | 1440 | > th | dose independent | rect. | 6 | 12 |
593 | 267.35 | radiation | 40 | 1440 | < th | dose dependent | rect. | 15 | 7 |
667 | 267.49 | temperature | 30 | 1440 | > th | dose dependent | rect. | 13 | 6 |
682 | 267.50 | humidity | 50 | 720 | > th | dose dependent | rect. | 14 | 22 |
713 | 267.63 | humidity | 50 | 720 | > th | dose dependent | rect. | 15 | 19 |
751 | 267.82 | radiation | 40 | 1440 | < th | dose dependent | rect. | 15 | 12 |
968 | 268.48 | radiation | 30 | 1440 | < th | dose independent | rect. | 15 | 17 |