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Os05g0500700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Methyltransferase type 11 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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
94.21 | 0.456 | 2.88 | -0.173 | 0.0789 | 0.66 | 0.0785 | -2.71 | 0.0665 | 4.85 | -0.0002298 | 3150 | -- | -- |
99.41 | 0.464 | 2.84 | -0.149 | 0.0567 | 0.149 | 0.0585 | -- | 0.0481 | 4.29 | -6.128e-06 | 3290 | -- | -- |
93.97 | 0.451 | 2.89 | -0.228 | 0.0846 | 0.851 | -- | -3.36 | 0.0713 | 4.4 | 0.1337 | 3000 | -- | -- |
99.36 | 0.464 | 2.83 | -0.152 | 0.0681 | 0.152 | -- | -- | 0.0481 | 6.08 | -0.1891 | 3200 | -- | -- |
94.27 | 0.452 | 2.92 | -0.297 | -- | 1.18 | -- | -4.52 | 0.0731 | -- | 0.3082 | 2999 | -- | -- |
99.75 | 0.468 | 2.84 | -0.109 | 0.0678 | -- | 0.071 | -- | 0.0354 | 5.82 | -- | -- | -- | -- |
99.76 | 0.468 | 2.84 | -0.108 | 0.0684 | -- | -- | -- | 0.0352 | 6.08 | -- | -- | -- | -- |
99.6 | 0.465 | 2.84 | -0.15 | -- | 0.15 | -- | -- | 0.0495 | -- | -0.08024 | 3200 | -- | -- |
99.89 | 0.465 | 2.83 | -- | 0.0674 | 0.0956 | -- | -- | 0.0577 | 5.98 | -0.2642 | 3360 | -- | -- |
100.01 | 0.467 | 2.84 | -0.106 | -- | -- | -- | -- | 0.0367 | -- | -- | -- | -- | -- |
100.07 | 0.468 | 2.83 | -- | 0.0669 | -- | -- | -- | 0.0472 | 6.16 | -- | -- | -- | -- |
100.11 | 0.466 | 2.83 | -- | -- | 0.0987 | -- | -- | 0.06 | -- | -0.03357 | 3360 | -- | -- |
100.3 | 0.467 | 2.84 | -- | -- | -- | -- | -- | 0.0485 | -- | -- | -- | -- | -- |
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 | 92.10 | radiation | 1.0 | 720 | < th | dose independent | rect. | 12 | 3 |
2 | 92.10 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 12 | 3 |
5 | 92.34 | radiation | 1.0 | 90 | < th | dose independent | rect. | 14 | 1 |
6 | 92.34 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 14 | 1 |
14 | 92.68 | humidity | 90.0 | 720 | > th | dose independent | rect. | 12 | 1 |
18 | 92.68 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 12 | 1 |
25 | 92.86 | temperature | 20.0 | 270 | < th | dose independent | rect. | 9 | 1 |
42 | 93.57 | wind | 1.0 | 30 | < th | dose independent | rect. | 11 | 13 |
43 | 93.61 | wind | 1.0 | 30 | < th | dose independent | rect. | 23 | 1 |
87 | 94.56 | radiation | 10.0 | 30 | > th | dose independent | rect. | 17 | 14 |
89 | 94.58 | radiation | 10.0 | 30 | > th | dose dependent | rect. | 17 | 14 |
90 | 94.70 | wind | 1.0 | 30 | < th | dose independent | rect. | 11 | 1 |
114 | 95.11 | wind | 1.0 | 30 | > th | dose independent | sin | 19 | NA |
118 | 95.16 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 20 | 1 |
123 | 95.30 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 11 | 1 |
124 | 95.30 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 11 | 1 |
129 | 95.35 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 11 | 1 |
130 | 95.35 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 11 | 1 |
133 | 95.37 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 19 | 1 |
141 | 95.41 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 20 | 3 |
143 | 95.45 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 21 | 1 |
144 | 95.45 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 21 | 1 |
145 | 95.45 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 21 | 1 |
146 | 95.46 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 21 | 1 |
147 | 95.47 | wind | 1.0 | 30 | < th | dose dependent | rect. | 11 | 1 |
155 | 95.51 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 8 | 1 |
156 | 95.51 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 16 | 1 |
157 | 95.51 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 8 | 1 |
163 | 95.53 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 16 | 1 |
168 | 95.55 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 8 | 1 |
169 | 95.55 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 8 | 1 |
173 | 95.58 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 16 | 6 |
174 | 95.58 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 16 | 7 |
177 | 95.59 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 2 | 3 |
189 | 95.62 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 16 | 6 |
192 | 95.62 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 16 | 6 |
194 | 95.63 | wind | 1.0 | 4320 | < th | dose independent | rect. | 19 | 1 |
198 | 95.63 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 4 |
209 | 95.64 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 19 | 10 |
225 | 95.68 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 16 | 3 |
228 | 95.68 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 16 | 3 |
230 | 95.68 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 16 | 3 |
232 | 95.69 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 18 | 4 |
233 | 95.69 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 18 | 4 |
237 | 95.70 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
246 | 95.71 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 18 | 1 |
249 | 95.71 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 18 | 1 |
253 | 95.72 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 18 | 1 |
258 | 95.72 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 18 | 4 |
321 | 95.83 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 1 |
322 | 95.84 | wind | 1.0 | 4320 | > th | dose independent | rect. | 19 | 1 |
361 | 95.93 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 8 | 15 |
364 | 95.94 | radiation | 1.0 | 720 | < th | dose independent | rect. | 12 | 13 |
367 | 95.94 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 11 | 12 |
378 | 95.96 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 2 | 2 |
381 | 95.96 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 8 | 15 |
386 | 95.96 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 8 | 15 |
394 | 95.97 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 8 | 15 |
404 | 95.98 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 11 | 12 |
407 | 95.98 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 11 | 12 |
411 | 95.99 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 11 | 12 |
423 | 96.00 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 8 | 4 |
428 | 96.00 | radiation | 1.0 | 720 | < th | dose independent | rect. | 12 | 11 |
430 | 96.00 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 8 | 4 |
437 | 96.01 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 21 | 3 |
450 | 96.02 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 23 | 1 |
455 | 96.02 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 20 | 8 |
465 | 96.03 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
472 | 96.03 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 22 | 6 |
505 | 96.04 | wind | 1.0 | 30 | < th | dose independent | rect. | 6 | 18 |
517 | 96.05 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 8 | 4 |
524 | 96.05 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 20 | 16 |
527 | 96.05 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 8 | 4 |
540 | 96.06 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 2 | 10 |
541 | 96.06 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 22 | 14 |
544 | 96.06 | atmosphere | 995.0 | 14400 | < th | dose dependent | sin | 8 | NA |
546 | 96.07 | atmosphere | 995.0 | 14400 | < th | dose independent | rect. | 1 | 1 |
551 | 96.07 | atmosphere | 995.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
713 | 96.07 | atmosphere | 995.0 | 14400 | < th | dose dependent | rect. | 1 | 1 |
718 | 96.07 | atmosphere | 995.0 | 14400 | < th | dose dependent | rect. | 21 | 1 |
956 | 96.11 | radiation | 1.0 | 720 | > th | dose independent | rect. | 9 | 8 |
974 | 96.12 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 11 | 14 |