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Os03g0617500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Cyclin-like 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 independent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
256.67 | 0.753 | 8.08 | -1.61 | 2.01 | -2.13 | 2.01 | 2.46 | 0.634 | 18.8 | 20.6 | 965 | 2.77 | -- |
272.47 | 0.769 | 8.02 | -1.08 | 2.02 | -2.28 | 1.51 | -- | 0.759 | 18.7 | 20.67 | 973 | 2.42 | -- |
263.24 | 0.756 | 8.09 | -1.75 | 2.11 | -2.04 | -- | 2.36 | 0.6 | 18.9 | 20.6 | 1110 | 3.43 | -- |
277.49 | 0.776 | 8.03 | -1.17 | 2.11 | -2.17 | -- | -- | 0.731 | 18.9 | 20.6 | 1089 | 2.75 | -- |
446.8 | 0.984 | 7.94 | -1.17 | -- | -2.75 | -- | 1.15 | 0.749 | -- | 20.9 | 622 | 2.32 | -- |
411.75 | 0.951 | 7.91 | -0.347 | 2.19 | -- | 0.979 | -- | 1.28 | 19.5 | -- | -- | -- | -- |
414.2 | 0.953 | 7.91 | -0.372 | 2.19 | -- | -- | -- | 1.28 | 19.6 | -- | -- | -- | -- |
409.21 | 0.942 | 7.94 | -1.19 | -- | -2.8 | -- | -- | 0.635 | -- | 25.1 | 538 | 2.42 | -- |
307.33 | 0.816 | 7.98 | -- | 2.05 | -1.91 | -- | -- | 0.951 | 18.9 | 20.6 | 973 | 2.78 | -- |
671.84 | 1.21 | 7.86 | -0.403 | -- | -- | -- | -- | 1.25 | -- | -- | -- | -- | -- |
417.85 | 0.956 | 7.9 | -- | 2.19 | -- | -- | -- | 1.32 | 19.6 | -- | -- | -- | -- |
365.74 | 0.891 | 7.93 | -- | -- | -2.47 | -- | -- | 0.854 | -- | 25.2 | 346 | 1.32e-06 | -- |
676.12 | 1.21 | 7.85 | -- | -- | -- | -- | -- | 1.29 | -- | -- | -- | -- | -- |
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 |
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1 | 272.51 | temperature | 20 | 720 | < th | dose independent | sin | 8 | NA |
3 | 274.07 | temperature | 20 | 720 | < th | dose independent | rect. | 23 | 8 |
5 | 274.87 | temperature | 20 | 720 | < th | dose independent | rect. | 21 | 12 |
8 | 275.06 | temperature | 20 | 720 | < th | dose independent | rect. | 1 | 6 |
10 | 275.27 | temperature | 20 | 720 | < th | dose independent | rect. | 3 | 4 |
41 | 279.40 | temperature | 20 | 1440 | > th | dose independent | rect. | 20 | 10 |
56 | 280.13 | temperature | 20 | 720 | > th | dose independent | rect. | 16 | 17 |
89 | 282.08 | temperature | 25 | 720 | < th | dose dependent | sin | 9 | NA |
101 | 282.56 | temperature | 25 | 720 | < th | dose dependent | rect. | 21 | 12 |
102 | 282.57 | temperature | 25 | 720 | < th | dose dependent | rect. | 20 | 14 |
104 | 282.60 | temperature | 20 | 1440 | > th | dose independent | rect. | 21 | 5 |
122 | 283.26 | temperature | 20 | 720 | > th | dose independent | sin | 10 | NA |
334 | 288.59 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 1 |
403 | 290.34 | temperature | 25 | 720 | < th | dose dependent | rect. | 1 | 7 |
443 | 291.25 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 1 |
452 | 291.40 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 1 |
461 | 291.61 | temperature | 25 | 720 | < th | dose dependent | rect. | 3 | 4 |
500 | 292.42 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 1 |
634 | 294.86 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 17 |
691 | 295.94 | temperature | 20 | 720 | > th | dose independent | rect. | 21 | 21 |
702 | 296.09 | temperature | 20 | 720 | > th | dose independent | rect. | 23 | 18 |
799 | 297.45 | temperature | 15 | 1440 | > th | dose dependent | rect. | 1 | 4 |
962 | 299.29 | temperature | 20 | 720 | > th | dose independent | no | NA | NA |