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Os04g0518200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Phenylalanine ammonia-lyase.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
74.25 | 0.405 | 8.18 | -1.41 | 0.843 | -0.666 | -0.0254 | -0.021 | -0.441 | 4.79 | 12.59 | 15 | -- | -- |
74.26 | 0.401 | 8.18 | -1.41 | 0.843 | -0.666 | -0.0315 | -- | -0.44 | 4.79 | 12.59 | 14 | -- | -- |
74.26 | 0.401 | 8.18 | -1.41 | 0.843 | -0.666 | -- | -0.0248 | -0.441 | 4.79 | 12.59 | 14 | -- | -- |
74.26 | 0.401 | 8.18 | -1.41 | 0.843 | -0.667 | -- | -- | -0.441 | 4.79 | 12.59 | 14 | -- | -- |
106.51 | 0.483 | 8.18 | -1.38 | -- | -0.484 | -- | -0.0303 | -0.404 | -- | 8.109 | 9 | -- | -- |
81.3 | 0.423 | 8.16 | -1.4 | 0.946 | -- | 0.0277 | -- | -0.408 | 8 | -- | -- | -- | -- |
81.3 | 0.422 | 8.16 | -1.4 | 0.946 | -- | -- | -- | -0.408 | 8 | -- | -- | -- | -- |
106.52 | 0.483 | 8.18 | -1.38 | -- | -0.483 | -- | -- | -0.404 | -- | 8.006 | 6 | -- | -- |
125.58 | 0.522 | 8.15 | -- | 0.83 | -0.669 | -- | -- | -0.301 | 4.71 | 10 | 12 | -- | -- |
130.15 | 0.533 | 8.18 | -1.39 | -- | -- | -- | -- | -0.396 | -- | -- | -- | -- | -- |
133.23 | 0.54 | 8.12 | -- | 0.937 | -- | -- | -- | -0.252 | 8.11 | -- | -- | -- | -- |
156.38 | 0.582 | 8.15 | -- | -- | -0.507 | -- | -- | -0.249 | -- | 9.17 | 3 | -- | -- |
181.44 | 0.629 | 8.14 | -- | -- | -- | -- | -- | -0.242 | -- | -- | -- | -- | -- |
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 | 65.63 | radiation | 10.0 | 10 | < th | dose dependent | sin | 4 | NA |
7 | 66.65 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 1 | 14 |
20 | 67.16 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 1 | 11 |
44 | 67.78 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 21 |
54 | 67.92 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 24 | 3 |
56 | 67.98 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 15 |
57 | 68.06 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 11 |
64 | 68.12 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 7 |
71 | 68.16 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 24 | 6 |
94 | 68.40 | humidity | 50.0 | 270 | > th | dose independent | rect. | 14 | 10 |
134 | 68.70 | radiation | 1.0 | 90 | < th | dose independent | sin | 5 | NA |
138 | 68.74 | radiation | 1.0 | 90 | > th | dose independent | sin | 5 | NA |
192 | 69.23 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 24 | 16 |
218 | 69.52 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 13 | 16 |
235 | 69.69 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 24 | 3 |
252 | 69.85 | temperature | 20.0 | 270 | > th | dose independent | rect. | 24 | 3 |
266 | 69.97 | temperature | 20.0 | 90 | > th | dose independent | rect. | 24 | 5 |
295 | 70.16 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 24 | 9 |
312 | 70.24 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 24 | 6 |
332 | 70.33 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 15 | 15 |
353 | 70.43 | temperature | 20.0 | 10 | > th | dose independent | rect. | 1 | 4 |
358 | 70.44 | humidity | 80.0 | 270 | > th | dose independent | rect. | 24 | 3 |
394 | 70.58 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 24 | 3 |
396 | 70.60 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 9 |
423 | 70.68 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 21 |
427 | 70.68 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 21 |
431 | 70.69 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 24 | 3 |
434 | 70.71 | humidity | 70.0 | 10 | > th | dose independent | rect. | 18 | 7 |
436 | 70.72 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 3 |
438 | 70.72 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 3 |
441 | 70.74 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 24 | 3 |
444 | 70.75 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 3 |
446 | 70.75 | temperature | 30.0 | 270 | < th | dose independent | rect. | 24 | 3 |
447 | 70.75 | humidity | 50.0 | 270 | > th | dose independent | rect. | 24 | 3 |
452 | 70.75 | radiation | 1.0 | 270 | < th | dose independent | rect. | 24 | 3 |
460 | 70.75 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 21 |
461 | 70.75 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 24 | 3 |
466 | 70.76 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 3 |
473 | 70.79 | humidity | 70.0 | 90 | > th | dose independent | rect. | 17 | 8 |
532 | 71.00 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 21 |
555 | 71.08 | radiation | 30.0 | 1440 | < th | dose independent | rect. | 2 | 5 |
627 | 71.20 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 17 | 8 |
656 | 71.21 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 20 |
711 | 71.34 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 1 | 5 |
712 | 71.35 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 24 | 18 |
720 | 71.38 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 20 |
723 | 71.39 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 1 |
777 | 71.50 | wind | 1.0 | 90 | > th | dose independent | rect. | 1 | 5 |
806 | 71.56 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 17 | 8 |
812 | 71.58 | radiation | 1.0 | 90 | < th | dose independent | rect. | 16 | 9 |
826 | 71.61 | wind | 1.0 | 270 | > th | dose independent | rect. | 24 | 3 |
830 | 71.62 | humidity | 80.0 | 10 | > th | dose dependent | sin | 5 | NA |
836 | 71.63 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 20 |
846 | 71.63 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 20 |
849 | 71.64 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 24 | 6 |
853 | 71.65 | wind | 9.0 | 90 | < th | dose independent | rect. | 24 | 6 |
854 | 71.65 | temperature | 10.0 | 90 | > th | dose independent | rect. | 24 | 6 |
856 | 71.65 | temperature | 30.0 | 90 | < th | dose independent | rect. | 24 | 6 |
857 | 71.65 | humidity | 50.0 | 90 | > th | dose independent | rect. | 24 | 6 |
866 | 71.65 | temperature | 10.0 | 90 | > th | dose independent | rect. | 6 | 18 |
900 | 71.70 | humidity | 70.0 | 10 | > th | dose independent | rect. | 16 | 9 |
901 | 71.70 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 15 |
935 | 71.72 | wind | 9.0 | 10 | < th | dose independent | rect. | 1 | 5 |
936 | 71.72 | temperature | 10.0 | 10 | > th | dose independent | rect. | 1 | 5 |
938 | 71.72 | temperature | 30.0 | 10 | < th | dose independent | rect. | 1 | 5 |
939 | 71.72 | humidity | 50.0 | 10 | > th | dose independent | rect. | 1 | 5 |
943 | 71.72 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 1 | 5 |
949 | 71.72 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 19 |
976 | 71.74 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 19 |
979 | 71.74 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 19 |