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Os05g0496000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35.59 | 0.28 | 10.2 | 1.04 | 0.468 | 0.587 | 0.652 | -1.11 | 0.617 | 21.5 | 16.91 | 49 | -- | -- |
38.96 | 0.291 | 10.2 | 1.09 | 0.497 | 0.703 | -0.0992 | -- | 0.622 | 20.2 | 15.92 | 113 | -- | -- |
36.06 | 0.28 | 10.2 | 1.02 | 0.467 | 0.61 | -- | -0.667 | 0.617 | 21.1 | 16.11 | 63 | -- | -- |
38.41 | 0.289 | 10.2 | 1.03 | 0.484 | 0.58 | -- | -- | 0.612 | 21.2 | 14.96 | 68 | -- | -- |
42.18 | 0.302 | 10.1 | 1.02 | -- | 0.833 | -- | -0.677 | 0.629 | -- | 13.71 | 35 | -- | -- |
42.99 | 0.307 | 10.2 | 1 | 1.01 | -- | -0.447 | -- | 0.569 | 23 | -- | -- | -- | -- |
43.84 | 0.31 | 10.2 | 1.02 | 1.01 | -- | -- | -- | 0.57 | 23 | -- | -- | -- | -- |
43.81 | 0.308 | 10.1 | 1.02 | -- | 0.82 | -- | -- | 0.616 | -- | 11.85 | 20 | -- | -- |
65.96 | 0.378 | 10.2 | -- | 0.427 | 0.612 | -- | -- | 0.504 | 21.1 | 10 | 67 | -- | -- |
107.25 | 0.484 | 10.2 | 1.04 | -- | -- | -- | -- | 0.578 | -- | -- | -- | -- | -- |
71.34 | 0.395 | 10.2 | -- | 1.02 | -- | -- | -- | 0.457 | 23.1 | -- | -- | -- | -- |
70.58 | 0.391 | 10.2 | -- | -- | 0.821 | -- | -- | 0.51 | -- | 10 | 22 | -- | -- |
136.01 | 0.544 | 10.2 | -- | -- | -- | -- | -- | 0.462 | -- | -- | -- | -- | -- |
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 | 34.49 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
2 | 34.65 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 9 | 11 |
6 | 35.02 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 2 |
7 | 35.03 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 10 | 2 |
18 | 35.47 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 6 | 23 |
19 | 35.47 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 18 | 23 |
21 | 35.51 | humidity | 80.0 | 30 | < th | dose independent | rect. | 7 | 11 |
38 | 35.70 | humidity | 80.0 | 720 | < th | dose independent | rect. | 10 | 5 |
57 | 35.92 | humidity | 80.0 | 30 | < th | dose independent | rect. | 24 | 18 |
83 | 36.11 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
95 | 36.24 | humidity | 80.0 | 10 | > th | dose independent | rect. | 8 | 12 |
100 | 36.26 | radiation | 20.0 | 30 | < th | dose dependent | no | NA | NA |
103 | 36.26 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 9 | 23 |
108 | 36.27 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 13 | 23 |
109 | 36.27 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 15 | 23 |
116 | 36.29 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 11 | 23 |
119 | 36.32 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
152 | 36.45 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 10 | 5 |
164 | 36.52 | humidity | 70.0 | 10 | > th | dose dependent | sin | 22 | NA |
207 | 36.74 | radiation | 10.0 | 90 | > th | dose independent | no | NA | NA |
208 | 36.74 | radiation | 10.0 | 90 | > th | dose independent | rect. | 6 | 12 |
313 | 36.82 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 2 |
317 | 36.82 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 21 | 23 |
366 | 36.92 | humidity | 80.0 | 30 | < th | dose independent | rect. | 20 | 22 |
377 | 36.95 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 18 | 20 |
386 | 36.97 | radiation | 10.0 | 90 | < th | dose independent | rect. | 6 | 23 |
409 | 37.01 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 6 | 12 |
447 | 37.09 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 18 | 22 |
481 | 37.15 | humidity | 70.0 | 270 | > th | dose independent | rect. | 22 | 21 |
526 | 37.23 | radiation | 10.0 | 90 | > th | dose independent | sin | 23 | NA |
539 | 37.25 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 23 | 19 |
548 | 37.27 | humidity | 70.0 | 90 | > th | dose independent | rect. | 11 | 8 |
563 | 37.27 | radiation | 10.0 | 90 | > th | dose independent | rect. | 9 | 23 |
570 | 37.27 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 20 | 22 |
571 | 37.27 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 15 | 23 |
587 | 37.30 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
594 | 37.30 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |
615 | 37.33 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 2 |
618 | 37.33 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 2 |
658 | 37.37 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 13 | 23 |
674 | 37.40 | humidity | 80.0 | 10 | < th | dose independent | sin | 23 | NA |
702 | 37.42 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 4 |
704 | 37.42 | humidity | 60.0 | 10 | > th | dose dependent | no | NA | NA |
710 | 37.42 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 9 | 23 |
712 | 37.43 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 4 |
714 | 37.43 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 10 | 7 |
720 | 37.43 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 4 |
731 | 37.44 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 10 | 7 |
733 | 37.44 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 10 | 7 |
760 | 37.46 | radiation | 10.0 | 90 | > th | dose independent | rect. | 11 | 23 |
787 | 37.48 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 23 | 21 |
803 | 37.50 | humidity | 90.0 | 10 | < th | dose dependent | sin | 21 | NA |
825 | 37.52 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 2 |
827 | 37.52 | radiation | 10.0 | 30 | < th | dose independent | rect. | 18 | 23 |
832 | 37.52 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 11 | 23 |
833 | 37.52 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 22 | 23 |
835 | 37.53 | humidity | 80.0 | 10 | > th | dose independent | sin | 23 | NA |
867 | 37.55 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 10 |
883 | 37.56 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 10 |
893 | 37.56 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 10 |
909 | 37.57 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 10 | 7 |
942 | 37.59 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 2 |
944 | 37.59 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 4 |
983 | 37.61 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 24 | 20 |
986 | 37.62 | wind | 1.0 | 14400 | < th | dose independent | rect. | 1 | 5 |
989 | 37.62 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 14 |
990 | 37.62 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 14 |
1000 | 37.62 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 14 |