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Os07g0244200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Transferase 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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
111.74 | 0.497 | 3.28 | -0.324 | 0.202 | 1.56 | 0.125 | -6.91 | 0.00496 | 5.89 | 999.9 | 619 | -- | -- |
117.1 | 0.508 | 3.21 | 0.0637 | 0.212 | 0.283 | 0.0526 | -- | -0.00904 | 5.15 | 999.9 | 619 | -- | -- |
111.77 | 0.492 | 3.28 | -0.329 | 0.202 | 1.58 | -- | -7.01 | 0.00118 | 5.72 | 999.9 | 600 | -- | -- |
116.16 | 0.502 | 3.21 | 0.0588 | 0.21 | 0.369 | -- | -- | 0.00232 | 5.16 | 1000 | 676 | -- | -- |
113.9 | 0.497 | 3.29 | -0.345 | -- | 1.63 | -- | -7.43 | 0.00537 | -- | 999.9 | 589 | -- | -- |
119.3 | 0.512 | 3.22 | 0.114 | 0.207 | -- | 0.0448 | -- | -0.0279 | 5.24 | -- | -- | -- | -- |
119.3 | 0.511 | 3.22 | 0.114 | 0.207 | -- | -- | -- | -0.0281 | 5.17 | -- | -- | -- | -- |
118.5 | 0.507 | 3.21 | 0.0655 | -- | 0.36 | -- | -- | 0.00142 | -- | 1000 | 676 | -- | -- |
116.23 | 0.502 | 3.21 | -- | 0.213 | 0.375 | -- | -- | -0.00887 | 5.37 | 1000 | 676 | -- | -- |
121.55 | 0.515 | 3.22 | 0.122 | -- | -- | -- | -- | -0.0229 | -- | -- | -- | -- | -- |
119.65 | 0.512 | 3.22 | -- | 0.209 | -- | -- | -- | -0.0409 | 5.15 | -- | -- | -- | -- |
118.61 | 0.507 | 3.22 | -- | -- | 0.371 | -- | -- | -0.00491 | -- | 1000 | 676 | -- | -- |
121.94 | 0.515 | 3.22 | -- | -- | -- | -- | -- | -0.0364 | -- | -- | -- | -- | -- |
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 | 95.77 | wind | 1.0 | 10 | < th | dose independent | rect. | 7 | 1 |
2 | 95.77 | wind | 1.0 | 10 | < th | dose dependent | rect. | 7 | 1 |
3 | 95.83 | humidity | 70.0 | 10 | < th | dose independent | rect. | 7 | 1 |
63 | 95.83 | humidity | 70.0 | 10 | < th | dose dependent | rect. | 7 | 1 |
123 | 95.86 | atmosphere | 1000.0 | 10 | < th | dose independent | rect. | 7 | 1 |
130 | 95.86 | atmosphere | 1000.0 | 10 | < th | dose dependent | rect. | 7 | 1 |
149 | 99.55 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
151 | 99.65 | wind | 3.0 | 30 | < th | dose independent | rect. | 2 | 1 |
153 | 99.68 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 1 |
155 | 99.68 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
156 | 99.70 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
158 | 99.76 | humidity | 80.0 | 30 | > th | dose independent | rect. | 2 | 1 |
162 | 99.77 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
165 | 99.77 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
168 | 99.77 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 2 | 1 |
169 | 99.77 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
171 | 99.77 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
176 | 99.77 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
177 | 99.77 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
179 | 99.77 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
184 | 99.77 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
185 | 99.79 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
189 | 99.87 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
193 | 99.97 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
198 | 100.23 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
206 | 100.73 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
213 | 101.00 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
246 | 101.69 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
247 | 101.69 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
250 | 101.69 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
254 | 101.69 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
263 | 101.69 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
264 | 101.69 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
284 | 101.69 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
287 | 101.69 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
313 | 103.03 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
331 | 105.01 | radiation | 30.0 | 30 | > th | dose independent | rect. | 7 | 1 |
414 | 107.47 | radiation | 20.0 | 30 | > th | dose dependent | rect. | 7 | 1 |
431 | 107.66 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
436 | 107.86 | atmosphere | 1000.0 | 270 | < th | dose independent | rect. | 4 | 1 |
437 | 107.86 | atmosphere | 1000.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
673 | 109.38 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 23 | 16 |
682 | 109.50 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
685 | 109.50 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
754 | 110.02 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 17 | 16 |
762 | 110.23 | atmosphere | 1000.0 | 720 | > th | dose independent | sin | 11 | NA |
767 | 110.28 | atmosphere | 1000.0 | 720 | < th | dose independent | rect. | 17 | 15 |
768 | 110.29 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 4 | 4 |
773 | 110.43 | atmosphere | 1000.0 | 720 | < th | dose independent | rect. | 21 | 18 |
790 | 110.67 | atmosphere | 1000.0 | 720 | < th | dose independent | sin | 12 | NA |
809 | 110.82 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 6 | 2 |
814 | 110.86 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 4 | 4 |
818 | 110.88 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 3 | 22 |
832 | 110.99 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 24 | 8 |
837 | 111.03 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 21 | 18 |
854 | 111.04 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 4 | 22 |
857 | 111.08 | atmosphere | 1000.0 | 720 | < th | dose independent | sin | 5 | NA |
872 | 111.15 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 17 | 22 |
873 | 111.16 | temperature | 10.0 | 720 | > th | dose independent | rect. | 15 | 8 |
874 | 111.16 | temperature | 10.0 | 720 | > th | dose independent | rect. | 23 | 16 |
893 | 111.23 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 3 | 22 |
961 | 111.53 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 13 | 18 |
997 | 111.61 | wind | 9.0 | 720 | < th | dose independent | rect. | 15 | 8 |
998 | 111.61 | temperature | 10.0 | 720 | > th | dose independent | rect. | 3 | 8 |
999 | 111.61 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 3 | 8 |