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Os04g0483500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to B-keto acyl reductase.
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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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
56.83 | 0.354 | 11.7 | 0.0877 | 1.17 | 0.586 | -0.124 | 0.824 | 0.375 | 4.51 | 75 | 2697 | -- | -- |
57.49 | 0.353 | 11.7 | -0.0224 | 1.18 | 0.674 | -0.0851 | -- | 0.339 | 4.45 | 75.5 | 2751 | -- | -- |
56.86 | 0.351 | 11.7 | 0.0879 | 1.17 | 0.585 | -- | 0.831 | 0.377 | 4.53 | 75.37 | 2676 | -- | -- |
57.51 | 0.353 | 11.7 | -0.0225 | 1.18 | 0.674 | -- | -- | 0.341 | 4.45 | 75.55 | 2751 | -- | -- |
109.37 | 0.49 | 11.7 | 0.13 | -- | -0.615 | -- | -0.0383 | 0.462 | -- | 75.48 | 2666 | -- | -- |
67.3 | 0.385 | 11.7 | 0.0204 | 1.24 | -- | 0.0511 | -- | 0.422 | 4.31 | -- | -- | -- | -- |
67.31 | 0.384 | 11.7 | 0.02 | 1.24 | -- | -- | -- | 0.422 | 4.31 | -- | -- | -- | -- |
109.04 | 0.488 | 11.7 | 0.124 | -- | -0.613 | -- | -- | 0.45 | -- | 76.89 | 2663 | -- | -- |
57.52 | 0.353 | 11.7 | -- | 1.18 | 0.673 | -- | -- | 0.343 | 4.45 | 75.5 | 2751 | -- | -- |
149.71 | 0.572 | 11.7 | 0.0691 | -- | -- | -- | -- | 0.454 | -- | -- | -- | -- | -- |
67.32 | 0.384 | 11.7 | -- | 1.24 | -- | -- | -- | 0.419 | 4.31 | -- | -- | -- | -- |
109.45 | 0.489 | 11.7 | -- | -- | -0.61 | -- | -- | 0.436 | -- | 76.89 | 2663 | -- | -- |
149.84 | 0.571 | 11.7 | -- | -- | -- | -- | -- | 0.447 | -- | -- | -- | -- | -- |
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 | 53.61 | wind | 3 | 43200 | < th | dose independent | rect. | 1 | 3 |
2 | 53.76 | wind | 3 | 43200 | < th | dose independent | rect. | 1 | 6 |
3 | 53.82 | wind | 3 | 43200 | > th | dose independent | rect. | 1 | 6 |
4 | 53.84 | wind | 3 | 43200 | > th | dose independent | rect. | 1 | 3 |
15 | 54.16 | humidity | 90 | 14400 | > th | dose independent | rect. | 15 | 13 |
17 | 54.19 | humidity | 90 | 14400 | > th | dose independent | rect. | 13 | 15 |
22 | 54.23 | humidity | 90 | 14400 | > th | dose independent | sin | 15 | NA |
33 | 54.29 | wind | 3 | 43200 | < th | dose independent | rect. | 4 | 3 |
36 | 54.30 | wind | 3 | 43200 | > th | dose independent | rect. | 5 | 2 |
40 | 54.31 | humidity | 90 | 14400 | > th | dose independent | rect. | 15 | 19 |
41 | 54.31 | humidity | 90 | 14400 | > th | dose independent | rect. | 7 | 22 |
42 | 54.31 | humidity | 90 | 14400 | > th | dose dependent | rect. | 15 | 13 |
43 | 54.31 | humidity | 90 | 14400 | > th | dose dependent | rect. | 7 | 21 |
49 | 54.33 | humidity | 90 | 14400 | > th | dose dependent | rect. | 13 | 15 |
53 | 54.34 | humidity | 90 | 14400 | > th | dose independent | rect. | 13 | 21 |
65 | 54.36 | humidity | 90 | 14400 | > th | dose independent | rect. | 9 | 19 |
68 | 54.36 | humidity | 90 | 14400 | > th | dose dependent | rect. | 2 | 21 |
86 | 54.40 | humidity | 90 | 14400 | > th | dose independent | rect. | 24 | 23 |
94 | 54.41 | humidity | 90 | 14400 | > th | dose dependent | sin | 15 | NA |
105 | 54.42 | humidity | 90 | 14400 | > th | dose dependent | rect. | 15 | 19 |
112 | 54.43 | humidity | 90 | 14400 | > th | dose independent | rect. | 2 | 23 |
122 | 54.44 | humidity | 90 | 14400 | > th | dose dependent | rect. | 13 | 21 |
136 | 54.46 | humidity | 90 | 14400 | > th | dose independent | rect. | 19 | 6 |
149 | 54.47 | humidity | 90 | 14400 | > th | dose independent | rect. | 15 | 23 |
188 | 54.51 | humidity | 90 | 14400 | > th | dose independent | no | NA | NA |
201 | 54.51 | humidity | 90 | 14400 | > th | dose dependent | rect. | 15 | 23 |
221 | 54.53 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 23 |
227 | 54.54 | humidity | 90 | 14400 | > th | dose dependent | no | NA | NA |
259 | 54.57 | humidity | 90 | 14400 | > th | dose dependent | rect. | 18 | 23 |
330 | 54.65 | wind | 3 | 43200 | < th | dose independent | rect. | 1 | 12 |
410 | 54.77 | wind | 1 | 43200 | > th | dose dependent | rect. | 5 | 2 |
423 | 54.80 | wind | 3 | 43200 | > th | dose independent | rect. | 1 | 12 |
456 | 54.87 | wind | 9 | 14400 | < th | dose independent | rect. | 5 | 6 |
487 | 54.93 | humidity | 90 | 14400 | < th | dose independent | rect. | 7 | 21 |
492 | 54.95 | humidity | 90 | 14400 | > th | dose independent | rect. | 22 | 1 |
497 | 54.95 | wind | 5 | 43200 | < th | dose dependent | rect. | 24 | 7 |
544 | 55.03 | humidity | 90 | 14400 | < th | dose independent | rect. | 24 | 23 |
557 | 55.04 | wind | 1 | 43200 | > th | dose dependent | rect. | 24 | 7 |
572 | 55.06 | humidity | 90 | 14400 | < th | dose independent | rect. | 16 | 18 |
577 | 55.08 | humidity | 90 | 14400 | < th | dose independent | rect. | 13 | 21 |
579 | 55.08 | humidity | 90 | 14400 | > th | dose dependent | sin | 1 | NA |
580 | 55.09 | humidity | 90 | 14400 | < th | dose independent | rect. | 19 | 6 |
585 | 55.10 | wind | 3 | 43200 | < th | dose independent | sin | 6 | NA |
594 | 55.10 | humidity | 90 | 14400 | < th | dose independent | rect. | 3 | 22 |
599 | 55.11 | humidity | 90 | 14400 | < th | dose independent | rect. | 16 | 9 |
616 | 55.13 | humidity | 90 | 14400 | < th | dose independent | sin | 16 | NA |
620 | 55.13 | wind | 9 | 43200 | < th | dose dependent | rect. | 5 | 2 |
623 | 55.14 | humidity | 90 | 14400 | < th | dose independent | rect. | 13 | 12 |
629 | 55.15 | humidity | 80 | 14400 | < th | dose independent | rect. | 14 | 1 |
658 | 55.18 | wind | 3 | 43200 | > th | dose independent | sin | 6 | NA |
670 | 55.19 | humidity | 80 | 14400 | > th | dose independent | rect. | 14 | 1 |
676 | 55.19 | wind | 5 | 43200 | < th | dose dependent | rect. | 24 | 4 |
677 | 55.19 | wind | 9 | 43200 | < th | dose dependent | rect. | 23 | 8 |
679 | 55.20 | humidity | 90 | 14400 | < th | dose independent | no | NA | NA |
770 | 55.32 | humidity | 80 | 14400 | < th | dose independent | rect. | 13 | 4 |
796 | 55.34 | humidity | 80 | 14400 | > th | dose independent | rect. | 8 | 9 |
875 | 55.44 | humidity | 90 | 14400 | > th | dose dependent | rect. | 6 | 4 |
883 | 55.46 | wind | 3 | 43200 | < th | dose dependent | rect. | 3 | 9 |
900 | 55.49 | humidity | 90 | 14400 | > th | dose independent | rect. | 2 | 8 |
901 | 55.49 | humidity | 80 | 14400 | < th | dose independent | rect. | 9 | 8 |
913 | 55.50 | humidity | 90 | 14400 | > th | dose independent | sin | 2 | NA |
922 | 55.50 | wind | 5 | 43200 | < th | dose dependent | rect. | 24 | 14 |
946 | 55.53 | wind | 3 | 43200 | < th | dose dependent | rect. | 1 | 11 |
977 | 55.58 | humidity | 80 | 14400 | > th | dose independent | rect. | 13 | 4 |
978 | 55.58 | humidity | 90 | 14400 | > th | dose independent | rect. | 4 | 6 |