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Os04g0559100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF315 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
250.74 | 0.744 | 7.92 | -3.69 | 1.19 | 3.56 | 1.73 | -11 | -0.25 | 2.02 | 24.69 | 1054 | -- | -- |
291.53 | 0.795 | 7.65 | -1.25 | 1.36 | 2.62 | 1.41 | -- | 0.257 | 2.21 | 23.79 | 974 | -- | -- |
260.35 | 0.751 | 7.9 | -3.63 | 1.23 | 3.51 | -- | -10.9 | -0.121 | 1.86 | 25.39 | 1070 | -- | -- |
292.57 | 0.797 | 7.65 | -1.31 | 1.24 | 2.48 | -- | -- | 0.266 | 1.46 | 23.65 | 1066 | -- | -- |
339.32 | 0.858 | 7.91 | -3.71 | -- | 3.96 | -- | -10.1 | -0.306 | -- | 24.4 | 1064 | -- | -- |
463.89 | 1.01 | 7.57 | -0.523 | 1.78 | -- | 1.19 | -- | 0.659 | 1 | -- | -- | -- | -- |
469.76 | 1.01 | 7.57 | -0.565 | 1.78 | -- | -- | -- | 0.654 | 0.934 | -- | -- | -- | -- |
378.25 | 0.906 | 7.64 | -1.39 | -- | 3.02 | -- | -- | 0.252 | -- | 23.9 | 1050 | -- | -- |
332.16 | 0.849 | 7.58 | -- | 1.3 | 2.18 | -- | -- | 0.569 | 1.5 | 24.92 | 1053 | -- | -- |
666.49 | 1.21 | 7.54 | -0.499 | -- | -- | -- | -- | 0.688 | -- | -- | -- | -- | -- |
478.18 | 1.02 | 7.56 | -- | 1.77 | -- | -- | -- | 0.717 | 0.92 | -- | -- | -- | -- |
425.16 | 0.96 | 7.59 | -- | -- | 2.72 | -- | -- | 0.46 | -- | 24.15 | 1046 | -- | -- |
673.06 | 1.21 | 7.53 | -- | -- | -- | -- | -- | 0.743 | -- | -- | -- | -- | -- |
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 | 253.27 | radiation | 1 | 14400 | < th | dose dependent | rect. | 2 | 3 |
2 | 253.60 | radiation | 1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
5 | 257.02 | wind | 5 | 43200 | > th | dose dependent | rect. | 11 | 4 |
7 | 257.64 | wind | 5 | 43200 | > th | dose dependent | rect. | 12 | 2 |
12 | 260.05 | wind | 5 | 43200 | > th | dose independent | rect. | 10 | 5 |
13 | 260.80 | temperature | 25 | 720 | > th | dose dependent | rect. | 15 | 19 |
14 | 260.88 | wind | 5 | 43200 | < th | dose independent | rect. | 10 | 5 |
22 | 262.66 | wind | 5 | 43200 | < th | dose independent | rect. | 11 | 3 |
30 | 263.64 | wind | 5 | 43200 | > th | dose independent | rect. | 11 | 3 |
59 | 266.96 | wind | 7 | 43200 | < th | dose independent | rect. | 5 | 10 |
64 | 267.57 | radiation | 1 | 14400 | < th | dose dependent | rect. | 22 | 7 |
65 | 267.64 | wind | 7 | 43200 | > th | dose independent | rect. | 5 | 10 |
75 | 268.50 | temperature | 25 | 720 | > th | dose dependent | sin | 16 | NA |
112 | 269.88 | wind | 5 | 43200 | < th | dose independent | rect. | 12 | 1 |
151 | 271.09 | temperature | 25 | 720 | > th | dose dependent | rect. | 14 | 9 |
155 | 271.15 | temperature | 25 | 1440 | > th | dose dependent | rect. | 7 | 16 |
163 | 271.29 | temperature | 25 | 1440 | > th | dose dependent | rect. | 4 | 19 |
199 | 271.84 | temperature | 25 | 1440 | > th | dose dependent | rect. | 7 | 22 |
215 | 272.00 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
222 | 272.16 | wind | 7 | 43200 | < th | dose independent | sin | 0 | NA |
235 | 272.36 | temperature | 25 | 1440 | > th | dose dependent | rect. | 21 | 23 |
269 | 272.76 | wind | 7 | 43200 | > th | dose independent | sin | 0 | NA |
278 | 272.85 | humidity | 90 | 43200 | > th | dose independent | rect. | 22 | 2 |
295 | 272.98 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 1 |
341 | 273.71 | wind | 9 | 43200 | < th | dose dependent | rect. | 11 | 1 |
344 | 273.75 | temperature | 25 | 720 | > th | dose dependent | sin | 10 | NA |
364 | 274.03 | radiation | 40 | 14400 | < th | dose dependent | rect. | 18 | 11 |
365 | 274.05 | temperature | 25 | 720 | > th | dose dependent | rect. | 14 | 15 |
380 | 274.18 | radiation | 40 | 14400 | < th | dose dependent | rect. | 18 | 9 |
381 | 274.19 | temperature | 25 | 1440 | > th | dose dependent | sin | 23 | NA |
436 | 275.08 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 2 |
445 | 275.18 | radiation | 40 | 14400 | < th | dose dependent | rect. | 18 | 7 |
545 | 276.67 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 9 |
550 | 276.69 | radiation | 30 | 14400 | < th | dose dependent | rect. | 18 | 5 |
554 | 276.72 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 7 |
565 | 276.80 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 1 |
571 | 276.84 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 5 |
575 | 276.85 | wind | 5 | 43200 | > th | dose dependent | rect. | 5 | 11 |
611 | 277.35 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 1 |
614 | 277.38 | radiation | 20 | 14400 | < th | dose dependent | rect. | 18 | 1 |
674 | 278.12 | humidity | 90 | 43200 | > th | dose independent | rect. | 18 | 7 |
805 | 279.67 | wind | 5 | 43200 | > th | dose dependent | sin | 23 | NA |
830 | 280.00 | radiation | 10 | 43200 | < th | dose independent | rect. | 6 | 1 |
866 | 280.38 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 1 |
876 | 280.47 | radiation | 20 | 14400 | > th | dose dependent | rect. | 16 | 15 |
892 | 280.58 | humidity | 90 | 43200 | > th | dose dependent | sin | 15 | NA |
991 | 281.35 | humidity | 90 | 43200 | < th | dose independent | rect. | 17 | 8 |