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Os10g0437100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Amino acid/polyamine transporter I family 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26.03 | 0.24 | 9.94 | -0.912 | 0.216 | -0.00374 | 0.145 | 2.09 | -0.321 | 11.9 | 10 | 4338 | -- | -- |
29.97 | 0.255 | 9.95 | -0.755 | 0.222 | 0.118 | 0.15 | -- | -0.272 | 12.3 | 23.04 | 12356 | -- | -- |
26.07 | 0.238 | 9.94 | -0.913 | 0.217 | -0.00104 | -- | 2.09 | -0.321 | 11.9 | 10 | 4263 | -- | -- |
28.6 | 0.249 | 9.96 | -0.762 | 0.251 | 0.223 | -- | -- | -0.278 | 12.2 | 2.366 | 12943 | -- | -- |
28.86 | 0.25 | 9.95 | -0.955 | -- | 0.109 | -- | 2.07 | -0.312 | -- | 9.227 | 4237 | -- | -- |
30.36 | 0.258 | 9.96 | -0.749 | 0.227 | -- | 0.139 | -- | -0.299 | 12.1 | -- | -- | -- | -- |
30.45 | 0.258 | 9.96 | -0.744 | 0.227 | -- | -- | -- | -0.299 | 12.1 | -- | -- | -- | -- |
29.73 | 0.255 | 9.96 | -0.753 | -- | -0.192 | -- | -- | -0.307 | -- | 2.366 | 12943 | -- | -- |
28.14 | 0.247 | 9.85 | -- | 0.23 | 0.544 | -- | -- | 0.00785 | 12 | 0.9608 | 47489 | -- | -- |
33.69 | 0.271 | 9.96 | -0.751 | -- | -- | -- | -- | -0.302 | -- | -- | -- | -- | -- |
45.02 | 0.314 | 9.94 | -- | 0.237 | -- | -- | -- | -0.216 | 12.3 | -- | -- | -- | -- |
28.73 | 0.25 | 9.9 | -- | -- | 0.7 | -- | -- | -0.0422 | -- | 0.0009023 | 44361 | -- | -- |
48.55 | 0.325 | 9.94 | -- | -- | -- | -- | -- | -0.219 | -- | -- | -- | -- | -- |
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 | 24.68 | radiation | 10 | 4320 | > th | dose dependent | rect. | 16 | 1 |
2 | 24.69 | humidity | 60 | 43200 | < th | dose dependent | rect. | 7 | 2 |
16 | 24.73 | radiation | 10 | 4320 | < th | dose dependent | rect. | 17 | 12 |
23 | 24.76 | radiation | 40 | 4320 | < th | dose dependent | rect. | 16 | 14 |
24 | 24.77 | humidity | 50 | 43200 | > th | dose independent | rect. | 19 | 15 |
27 | 24.78 | radiation | 40 | 4320 | < th | dose dependent | rect. | 17 | 3 |
28 | 24.79 | radiation | 10 | 4320 | < th | dose dependent | rect. | 17 | 2 |
32 | 24.79 | radiation | 10 | 4320 | < th | dose dependent | rect. | 17 | 7 |
37 | 24.80 | radiation | 30 | 4320 | < th | dose dependent | rect. | 17 | 7 |
43 | 24.81 | radiation | 20 | 4320 | < th | dose independent | rect. | 15 | 3 |
47 | 24.81 | radiation | 20 | 4320 | < th | dose independent | rect. | 15 | 8 |
80 | 24.83 | humidity | 60 | 43200 | < th | dose dependent | rect. | 19 | 15 |
109 | 24.85 | humidity | 50 | 43200 | > th | dose independent | rect. | 23 | 11 |
116 | 24.87 | humidity | 50 | 43200 | > th | dose independent | rect. | 8 | 2 |
122 | 24.88 | humidity | 50 | 43200 | > th | dose independent | sin | 10 | NA |
125 | 24.88 | humidity | 50 | 43200 | > th | dose independent | rect. | 4 | 6 |
128 | 24.89 | humidity | 50 | 43200 | > th | dose independent | rect. | 2 | 8 |
137 | 24.91 | humidity | 50 | 43200 | < th | dose independent | rect. | 20 | 15 |
153 | 24.93 | humidity | 50 | 43200 | < th | dose independent | rect. | 17 | 19 |
190 | 24.97 | humidity | 50 | 43200 | < th | dose independent | rect. | 7 | 4 |
193 | 24.98 | humidity | 50 | 43200 | > th | dose independent | rect. | 17 | 19 |
221 | 25.01 | humidity | 60 | 43200 | < th | dose dependent | rect. | 22 | 11 |
240 | 25.03 | humidity | 90 | 43200 | > th | dose dependent | rect. | 4 | 1 |
248 | 25.05 | humidity | 50 | 43200 | < th | dose independent | sin | 10 | NA |
259 | 25.05 | radiation | 1 | 4320 | > th | dose dependent | rect. | 15 | 16 |
262 | 25.06 | humidity | 50 | 43200 | < th | dose dependent | sin | 10 | NA |
265 | 25.06 | humidity | 50 | 43200 | < th | dose dependent | rect. | 17 | 19 |
268 | 25.07 | humidity | 50 | 43200 | < th | dose dependent | rect. | 7 | 5 |
314 | 25.12 | humidity | 50 | 43200 | < th | dose independent | rect. | 16 | 21 |
358 | 25.18 | humidity | 50 | 43200 | > th | dose independent | rect. | 16 | 21 |
462 | 25.29 | radiation | 10 | 4320 | < th | dose dependent | sin | 13 | NA |
472 | 25.31 | wind | 9 | 43200 | > th | dose independent | rect. | 10 | 5 |
473 | 25.31 | wind | 9 | 43200 | < th | dose independent | rect. | 10 | 5 |
482 | 25.32 | humidity | 90 | 43200 | > th | dose independent | rect. | 4 | 2 |
546 | 25.35 | wind | 7 | 43200 | > th | dose dependent | rect. | 11 | 1 |
595 | 25.38 | radiation | 1 | 43200 | > th | dose dependent | rect. | 18 | 1 |
674 | 25.44 | humidity | 90 | 43200 | > th | dose independent | rect. | 3 | 4 |
682 | 25.45 | radiation | 20 | 4320 | < th | dose independent | sin | 14 | NA |
684 | 25.45 | humidity | 90 | 43200 | > th | dose dependent | sin | 7 | NA |
693 | 25.46 | humidity | 90 | 43200 | > th | dose independent | rect. | 24 | 9 |
736 | 25.49 | wind | 7 | 43200 | > th | dose independent | rect. | 11 | 2 |
743 | 25.49 | radiation | 1 | 4320 | > th | dose dependent | sin | 13 | NA |
773 | 25.51 | humidity | 70 | 43200 | > th | dose independent | rect. | 20 | 5 |
814 | 25.52 | humidity | 70 | 43200 | < th | dose independent | rect. | 20 | 5 |
859 | 25.54 | wind | 7 | 43200 | < th | dose independent | rect. | 11 | 2 |
939 | 25.58 | humidity | 90 | 43200 | > th | dose independent | sin | 8 | NA |
947 | 25.58 | temperature | 20 | 14400 | < th | dose dependent | rect. | 2 | 1 |
992 | 25.60 | radiation | 1 | 43200 | < th | dose dependent | rect. | 7 | 1 |