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Os04g0513900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Glycoside hydrolase, family 1 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
351.18 | 0.88 | 5.87 | -0.608 | 2.21 | -1.04 | 1.4 | 21.1 | -1.75 | 5.16 | 29.75 | 1198 | -- | -- |
405.73 | 0.938 | 6.43 | -4.26 | 2.61 | 0.956 | 2.07 | -- | -2.41 | 4.86 | 31.35 | 13379 | -- | -- |
355.96 | 0.879 | 5.86 | -0.51 | 2.21 | -1.1 | -- | 21.6 | -1.75 | 5.07 | 29.74 | 1198 | -- | -- |
383.02 | 0.912 | 6.37 | -3.87 | 2.34 | 1.22 | -- | -- | -1.89 | 5.11 | 31.01 | 1198 | -- | -- |
609.17 | 1.15 | 5.85 | -0.253 | -- | -1.03 | -- | 22.7 | -1.66 | -- | 29.68 | 1240 | -- | -- |
454.28 | 0.999 | 6.34 | -3.84 | 2.36 | -- | 1.69 | -- | -2.04 | 4.9 | -- | -- | -- | -- |
461.48 | 1.01 | 6.35 | -3.85 | 2.37 | -- | -- | -- | -2.05 | 4.83 | -- | -- | -- | -- |
640.21 | 1.18 | 6.31 | -4.21 | -- | 1.55 | -- | -- | -1.74 | -- | 29.32 | 1246 | -- | -- |
821.44 | 1.33 | 6.22 | -- | 2.25 | 0.852 | -- | -- | -1.47 | 5.08 | 33.5 | 1174 | -- | -- |
758.4 | 1.29 | 6.37 | -3.76 | -- | -- | -- | -- | -1.99 | -- | -- | -- | -- | -- |
851.87 | 1.37 | 6.25 | -- | 2.3 | -- | -- | -- | -1.62 | 4.88 | -- | -- | -- | -- |
1079.65 | 1.53 | 6.24 | -- | -- | 1.52 | -- | -- | -1.39 | -- | 34.84 | 1368 | -- | -- |
1131.39 | 1.57 | 6.28 | -- | -- | -- | -- | -- | -1.57 | -- | -- | -- | -- | -- |
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 | 356.55 | temperature | 30 | 1440 | > th | dose dependent | rect. | 15 | 21 |
2 | 356.69 | temperature | 30 | 1440 | > th | dose dependent | sin | 14 | NA |
6 | 356.88 | temperature | 30 | 1440 | > th | dose dependent | rect. | 14 | 5 |
140 | 358.48 | temperature | 30 | 1440 | > th | dose dependent | no | NA | NA |
254 | 359.03 | temperature | 30 | 1440 | > th | dose dependent | rect. | 17 | 23 |
255 | 359.09 | temperature | 30 | 1440 | < th | dose independent | sin | 11 | NA |
283 | 359.95 | temperature | 30 | 1440 | > th | dose independent | sin | 11 | NA |
295 | 361.01 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 17 |
318 | 362.12 | temperature | 30 | 1440 | > th | dose independent | rect. | 15 | 21 |
321 | 362.30 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 21 |
326 | 362.47 | temperature | 30 | 1440 | > th | dose independent | rect. | 17 | 19 |
354 | 363.47 | temperature | 30 | 1440 | > th | dose independent | rect. | 17 | 22 |
395 | 364.14 | temperature | 30 | 1440 | < th | dose independent | rect. | 17 | 22 |
401 | 364.47 | temperature | 30 | 1440 | > th | dose dependent | rect. | 10 | 2 |
410 | 364.81 | temperature | 30 | 1440 | < th | dose independent | rect. | 17 | 6 |
412 | 364.90 | temperature | 30 | 1440 | > th | dose independent | rect. | 15 | 4 |
433 | 365.03 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 10 |
474 | 365.30 | temperature | 30 | 1440 | < th | dose independent | rect. | 17 | 10 |
478 | 365.38 | temperature | 30 | 1440 | > th | dose independent | no | NA | NA |
573 | 365.42 | temperature | 30 | 1440 | < th | dose independent | rect. | 17 | 4 |
597 | 365.72 | temperature | 30 | 1440 | > th | dose independent | rect. | 17 | 1 |
598 | 365.73 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 8 |
602 | 365.75 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 14 |
605 | 365.77 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 12 |
613 | 365.91 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 6 |
648 | 366.07 | temperature | 30 | 1440 | > th | dose independent | rect. | 11 | 23 |
687 | 366.22 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 14 |
688 | 366.22 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 20 |
689 | 366.22 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 22 |
692 | 366.23 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 18 |
694 | 366.24 | humidity | 50 | 14400 | < th | dose independent | rect. | 16 | 1 |
700 | 366.29 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 12 |
702 | 366.31 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 21 |
719 | 366.33 | temperature | 30 | 1440 | < th | dose independent | rect. | 4 | 19 |
723 | 366.34 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 17 |
727 | 366.34 | temperature | 30 | 1440 | < th | dose independent | rect. | 4 | 23 |
728 | 366.34 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 23 |
730 | 366.35 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
738 | 366.35 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 21 |
756 | 366.37 | temperature | 30 | 1440 | < th | dose independent | rect. | 20 | 23 |
821 | 366.62 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 3 |
853 | 367.04 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 3 |
871 | 367.11 | humidity | 50 | 14400 | > th | dose independent | rect. | 15 | 18 |
876 | 367.25 | temperature | 30 | 1440 | < th | dose independent | rect. | 11 | 23 |
929 | 367.46 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 14 |
937 | 367.61 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 10 |
941 | 367.63 | temperature | 30 | 1440 | < th | dose independent | rect. | 4 | 8 |
942 | 367.64 | humidity | 50 | 14400 | > th | dose independent | rect. | 15 | 13 |
960 | 367.72 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 6 |
991 | 368.07 | humidity | 50 | 14400 | > th | dose independent | rect. | 15 | 5 |