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Os07g0513200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein prenyltransferase 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
75.17 | 0.407 | 5.51 | 2.03 | 1.27 | -0.617 | -0.0696 | 3.5 | 0.24 | 16.9 | 21.66 | 2079 | -- | -- |
80.49 | 0.418 | 5.61 | 1.23 | 1.21 | -0.53 | -0.0798 | -- | 0.0403 | 16.7 | 14.9 | 10384 | -- | -- |
75.18 | 0.404 | 5.51 | 2.04 | 1.27 | -0.622 | -- | 3.54 | 0.242 | 16.9 | 21.82 | 2098 | -- | -- |
80.14 | 0.417 | 5.6 | 1.27 | 1.19 | -0.657 | -- | -- | 0.076 | 16.7 | 10.46 | 10123 | -- | -- |
146.9 | 0.568 | 5.66 | 0.76 | -- | 0.858 | -- | 0.502 | -0.262 | -- | 22.45 | 2670 | -- | -- |
87.2 | 0.438 | 5.65 | 0.89 | 1.23 | -- | -0.015 | -- | -0.123 | 16.7 | -- | -- | -- | -- |
87.2 | 0.437 | 5.65 | 0.89 | 1.23 | -- | -- | -- | -0.123 | 16.7 | -- | -- | -- | -- |
146.57 | 0.566 | 5.67 | 0.682 | -- | 0.901 | -- | -- | -0.285 | -- | 22.6 | 8447 | -- | -- |
105.45 | 0.481 | 5.67 | -- | 1.08 | 0.406 | -- | -- | -0.24 | 17 | 25.43 | 2742 | -- | -- |
166.87 | 0.604 | 5.64 | 0.843 | -- | -- | -- | -- | -0.155 | -- | -- | -- | -- | -- |
108.06 | 0.486 | 5.67 | -- | 1.21 | -- | -- | -- | -0.222 | 16.7 | -- | -- | -- | -- |
152.37 | 0.577 | 5.67 | -- | -- | 1.18 | -- | -- | -0.292 | -- | 25.43 | 2742 | -- | -- |
185.62 | 0.636 | 5.66 | -- | -- | -- | -- | -- | -0.249 | -- | -- | -- | -- | -- |
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 | 73.27 | temperature | 20 | 270 | > th | dose dependent | rect. | 16 | 17 |
3 | 73.64 | humidity | 90 | 43200 | < th | dose independent | rect. | 2 | 17 |
16 | 73.78 | humidity | 90 | 43200 | > th | dose independent | rect. | 2 | 16 |
21 | 73.81 | humidity | 90 | 43200 | > th | dose independent | rect. | 2 | 19 |
37 | 73.93 | humidity | 90 | 43200 | < th | dose independent | sin | 3 | NA |
51 | 74.04 | humidity | 90 | 43200 | > th | dose independent | sin | 3 | NA |
65 | 74.07 | humidity | 80 | 43200 | > th | dose dependent | rect. | 3 | 16 |
70 | 74.09 | humidity | 90 | 43200 | < th | dose independent | rect. | 6 | 22 |
73 | 74.10 | humidity | 90 | 43200 | > th | dose independent | rect. | 6 | 21 |
83 | 74.12 | humidity | 90 | 43200 | > th | dose independent | sin | 18 | NA |
110 | 74.18 | humidity | 90 | 43200 | < th | dose independent | sin | 18 | NA |
116 | 74.18 | humidity | 80 | 43200 | > th | dose dependent | sin | 2 | NA |
120 | 74.19 | humidity | 90 | 43200 | > th | dose independent | rect. | 22 | 23 |
136 | 74.22 | humidity | 90 | 43200 | > th | dose independent | rect. | 13 | 10 |
137 | 74.22 | humidity | 90 | 43200 | > th | dose independent | rect. | 12 | 12 |
145 | 74.23 | humidity | 90 | 43200 | > th | dose independent | rect. | 11 | 14 |
155 | 74.24 | humidity | 90 | 43200 | > th | dose dependent | rect. | 3 | 21 |
160 | 74.25 | humidity | 90 | 43200 | > th | dose dependent | rect. | 8 | 18 |
162 | 74.26 | humidity | 90 | 43200 | > th | dose independent | no | NA | NA |
163 | 74.26 | humidity | 90 | 43200 | < th | dose independent | no | NA | NA |
175 | 74.27 | humidity | 90 | 43200 | > th | dose independent | rect. | 19 | 23 |
207 | 74.31 | humidity | 90 | 43200 | < th | dose independent | rect. | 15 | 23 |
208 | 74.31 | humidity | 90 | 43200 | < th | dose independent | rect. | 19 | 23 |
210 | 74.31 | humidity | 90 | 43200 | > th | dose dependent | sin | 18 | NA |
217 | 74.32 | humidity | 90 | 43200 | > th | dose independent | rect. | 15 | 23 |
238 | 74.35 | humidity | 90 | 43200 | > th | dose independent | rect. | 11 | 23 |
240 | 74.35 | humidity | 90 | 43200 | > th | dose independent | rect. | 17 | 23 |
264 | 74.37 | humidity | 90 | 43200 | < th | dose independent | rect. | 11 | 23 |
267 | 74.38 | humidity | 90 | 43200 | < th | dose independent | rect. | 13 | 10 |
284 | 74.40 | humidity | 90 | 43200 | < th | dose independent | rect. | 12 | 12 |
316 | 74.43 | humidity | 90 | 43200 | > th | dose dependent | rect. | 13 | 11 |
339 | 74.46 | humidity | 70 | 43200 | > th | dose dependent | rect. | 13 | 1 |
400 | 74.54 | humidity | 70 | 43200 | > th | dose dependent | rect. | 12 | 3 |
403 | 74.55 | radiation | 1 | 43200 | > th | dose independent | rect. | 5 | 3 |
404 | 74.55 | radiation | 1 | 43200 | < th | dose independent | rect. | 5 | 3 |
451 | 74.61 | humidity | 80 | 43200 | < th | dose independent | rect. | 13 | 1 |
468 | 74.63 | radiation | 1 | 43200 | < th | dose independent | rect. | 2 | 6 |
476 | 74.63 | temperature | 20 | 1440 | > th | dose dependent | rect. | 19 | 3 |
504 | 74.64 | humidity | 90 | 43200 | > th | dose dependent | no | NA | NA |
507 | 74.64 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 23 |
534 | 74.67 | humidity | 90 | 43200 | > th | dose dependent | rect. | 19 | 23 |
536 | 74.68 | humidity | 80 | 43200 | < th | dose independent | rect. | 9 | 7 |
543 | 74.68 | temperature | 20 | 1440 | > th | dose dependent | rect. | 20 | 1 |
545 | 74.68 | humidity | 90 | 43200 | > th | dose dependent | rect. | 4 | 7 |
549 | 74.68 | humidity | 90 | 43200 | > th | dose dependent | rect. | 14 | 23 |
593 | 74.72 | humidity | 80 | 43200 | > th | dose independent | rect. | 8 | 8 |
596 | 74.72 | radiation | 1 | 43200 | < th | dose dependent | rect. | 5 | 1 |
613 | 74.73 | humidity | 90 | 43200 | > th | dose dependent | rect. | 9 | 23 |
680 | 74.78 | humidity | 80 | 43200 | > th | dose independent | rect. | 13 | 3 |
767 | 74.84 | radiation | 1 | 43200 | > th | dose independent | sin | 10 | NA |
781 | 74.85 | humidity | 90 | 43200 | > th | dose independent | rect. | 17 | 4 |
784 | 74.85 | humidity | 80 | 43200 | < th | dose independent | rect. | 8 | 10 |
809 | 74.88 | radiation | 1 | 43200 | < th | dose independent | sin | 9 | NA |
843 | 74.90 | humidity | 80 | 43200 | > th | dose dependent | rect. | 13 | 7 |
855 | 74.91 | humidity | 90 | 43200 | > th | dose dependent | rect. | 20 | 1 |
888 | 74.94 | humidity | 90 | 43200 | > th | dose independent | rect. | 22 | 1 |
929 | 74.95 | radiation | 1 | 43200 | > th | dose independent | rect. | 17 | 21 |
946 | 74.96 | radiation | 1 | 43200 | < th | dose dependent | rect. | 2 | 4 |
960 | 74.97 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 1 |
977 | 74.98 | radiation | 1 | 43200 | > th | dose independent | rect. | 12 | 20 |
1000 | 74.99 | temperature | 20 | 720 | > th | dose dependent | sin | 13 | NA |