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Os05g0159100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF846, eukaryotic 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
67.66 | 0.386 | 6.85 | 0.637 | 0.498 | -0.525 | -0.318 | -3.13 | 0.055 | 6.21 | 9.997 | 4510 | -- | -- |
73.44 | 0.399 | 6.81 | 0.555 | 0.547 | -0.409 | -0.394 | -- | 0.0358 | 6.17 | 20.19 | 11155 | -- | -- |
67.71 | 0.383 | 6.85 | 0.636 | 0.499 | -0.507 | -- | -3.2 | 0.054 | 6.24 | 9.99 | 4672 | -- | -- |
72.55 | 0.397 | 6.79 | 0.517 | 0.52 | -0.463 | -- | -- | 0.039 | 6.52 | 20.02 | 12078 | -- | -- |
80.75 | 0.419 | 6.85 | 0.643 | -- | -0.371 | -- | -3.15 | 0.0547 | -- | 9.97 | 4357 | -- | -- |
78.4 | 0.415 | 6.76 | 0.537 | 0.489 | -- | -0.327 | -- | 0.156 | 6.33 | -- | -- | -- | -- |
78.63 | 0.415 | 6.76 | 0.534 | 0.487 | -- | -- | -- | 0.157 | 6.5 | -- | -- | -- | -- |
85.08 | 0.43 | 6.79 | 0.583 | -- | -0.402 | -- | -- | 0.0609 | -- | 21.54 | 11570 | -- | -- |
78.94 | 0.414 | 6.8 | -- | 0.497 | -0.436 | -- | -- | 0.0108 | 6.62 | 20 | 12161 | -- | -- |
90.98 | 0.446 | 6.77 | 0.546 | -- | -- | -- | -- | 0.167 | -- | -- | -- | -- | -- |
86.15 | 0.434 | 6.78 | -- | 0.494 | -- | -- | -- | 0.0975 | 6.44 | -- | -- | -- | -- |
91.63 | 0.446 | 6.81 | -- | -- | -0.423 | -- | -- | -0.00283 | -- | 20 | 11669 | -- | -- |
98.85 | 0.464 | 6.79 | -- | -- | -- | -- | -- | 0.106 | -- | -- | -- | -- | -- |
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 | 63.89 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 6 | 1 |
5 | 64.55 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 18 | 11 |
8 | 64.90 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
9 | 65.16 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 23 | 1 |
21 | 65.45 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 23 | 9 |
27 | 65.76 | temperature | 20.0 | 720 | > th | dose independent | rect. | 4 | 2 |
29 | 65.77 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 22 | 10 |
37 | 65.82 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
42 | 65.87 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 5 | 2 |
45 | 65.89 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 23 | 3 |
70 | 66.08 | wind | 1.0 | 14400 | < th | dose independent | rect. | 23 | 3 |
90 | 66.20 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 4 | 2 |
91 | 66.21 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 16 | 1 |
92 | 66.22 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
95 | 66.24 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 23 | 1 |
100 | 66.32 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 3 | 1 |
101 | 66.33 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 4 |
107 | 66.37 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
114 | 66.41 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 3 | 1 |
117 | 66.41 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 3 | 1 |
142 | 66.50 | wind | 1.0 | 14400 | > th | dose independent | rect. | 23 | 3 |
144 | 66.51 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 17 | 3 |
145 | 66.52 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 6 |
149 | 66.54 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 2 |
175 | 66.63 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 6 |
176 | 66.63 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 18 | 12 |
178 | 66.63 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 6 |
180 | 66.65 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 16 | 1 |
182 | 66.66 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 6 |
195 | 66.70 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 13 |
198 | 66.71 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 13 |
213 | 66.72 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 24 | 17 |
214 | 66.73 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
216 | 66.73 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 3 | 14 |
241 | 66.78 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 15 | 10 |
255 | 66.80 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 9 | 2 |
258 | 66.81 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 9 |
265 | 66.83 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 4 |
290 | 66.83 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 18 | 10 |
293 | 66.84 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 6 | 10 |
298 | 66.85 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 24 | 8 |
300 | 66.85 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 15 | 10 |
311 | 66.85 | humidity | 80.0 | 14400 | > th | dose dependent | sin | 8 | NA |
314 | 66.86 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 3 | 5 |
336 | 66.87 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 16 | 1 |
344 | 66.89 | humidity | 70.0 | 43200 | < th | dose independent | sin | 15 | NA |
398 | 66.91 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 13 | 10 |
408 | 66.92 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 14 | 8 |
413 | 66.93 | humidity | 70.0 | 43200 | > th | dose independent | sin | 15 | NA |
451 | 66.95 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 24 | 6 |
500 | 66.98 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 9 |
501 | 66.98 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 9 |
502 | 66.98 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 14 | 18 |
510 | 66.98 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 9 |
533 | 67.00 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 15 | 1 |
536 | 67.00 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 14 | 18 |
555 | 67.01 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 17 | 5 |
573 | 67.02 | humidity | 80.0 | 43200 | < th | dose dependent | sin | 18 | NA |
574 | 67.02 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 18 | 5 |
581 | 67.03 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 14 | 1 |
628 | 67.04 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 17 | 7 |
639 | 67.05 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 11 | 21 |
640 | 67.05 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 11 | 21 |
665 | 67.06 | radiation | 10.0 | 14400 | > th | dose dependent | rect. | 5 | 2 |
758 | 67.09 | radiation | 1.0 | 14400 | > th | dose independent | sin | 4 | NA |
769 | 67.09 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 18 | 2 |
790 | 67.10 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 6 | 10 |
796 | 67.10 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 18 | 2 |
818 | 67.11 | radiation | 1.0 | 14400 | < th | dose independent | sin | 4 | NA |
851 | 67.12 | radiation | 1.0 | 14400 | > th | dose independent | sin | 10 | NA |
852 | 67.12 | radiation | 1.0 | 14400 | < th | dose independent | sin | 10 | NA |
977 | 67.15 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 23 | 17 |