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Os08g0110200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Fertility restorer.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
95.53 | 0.459 | 11.9 | 1 | 0.0736 | 1.44 | -1.38 | 0.986 | 0.0308 | 20.6 | 24.8 | 886 | -- | -- |
96.66 | 0.458 | 11.9 | 1.18 | 0.0669 | 1.36 | -1.56 | -- | 0.0766 | 20.8 | 25 | 899 | -- | -- |
100.9 | 0.468 | 11.9 | 0.904 | 0.104 | 1.46 | -- | 1.69 | -0.00634 | 18.8 | 24.81 | 843 | -- | -- |
104.68 | 0.477 | 11.9 | 1.22 | 0.0777 | 1.31 | -- | -- | 0.0792 | 19.4 | 25.87 | 955 | -- | -- |
101.41 | 0.469 | 11.9 | 0.919 | -- | 1.47 | -- | 1.66 | -0.00321 | -- | 24.7 | 872 | -- | -- |
123.36 | 0.521 | 12 | 0.774 | 0.114 | -- | 1.45 | -- | -0.217 | 9.38 | -- | -- | -- | -- |
129.75 | 0.533 | 12 | 0.833 | 0.177 | -- | -- | -- | -0.211 | 13.2 | -- | -- | -- | -- |
104.92 | 0.477 | 11.9 | 1.21 | -- | 1.31 | -- | -- | 0.077 | -- | 25.9 | 1018 | -- | -- |
134.57 | 0.543 | 11.9 | -- | 0.475 | 0.976 | -- | -- | -0.156 | 13.8 | 31.02 | 120 | -- | -- |
131.68 | 0.536 | 12 | 0.826 | -- | -- | -- | -- | -0.214 | -- | -- | -- | -- | -- |
148.04 | 0.569 | 12 | -- | 0.163 | -- | -- | -- | -0.304 | 13 | -- | -- | -- | -- |
138.63 | 0.548 | 11.9 | -- | -- | 0.796 | -- | -- | -0.144 | -- | 25.6 | 915 | -- | -- |
149.69 | 0.571 | 12 | -- | -- | -- | -- | -- | -0.306 | -- | -- | -- | -- | -- |
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 | 84.29 | temperature | 15.0 | 90 | > th | dose dependent | sin | 5 | NA |
38 | 88.58 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 19 | 16 |
45 | 89.31 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 20 |
50 | 89.53 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 17 | 21 |
57 | 90.15 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 24 | 17 |
67 | 90.63 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 18 | 19 |
73 | 90.99 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 20 | 1 |
94 | 91.37 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 8 | 1 |
117 | 91.81 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 20 | 1 |
121 | 91.94 | temperature | 30.0 | 270 | < th | dose dependent | sin | 6 | NA |
128 | 92.19 | temperature | 30.0 | 90 | < th | dose dependent | sin | 4 | NA |
135 | 92.35 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 5 |
139 | 92.45 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 7 |
167 | 93.09 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 19 | 6 |
175 | 93.29 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
195 | 93.41 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 15 | 16 |
199 | 93.54 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 19 | 6 |
207 | 93.64 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 24 | 3 |
223 | 93.89 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 14 |
224 | 93.89 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 22 |
229 | 93.95 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 15 | 7 |
230 | 93.96 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 15 | 5 |
232 | 93.96 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 15 | 9 |
242 | 94.05 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 3 | 6 |
259 | 94.17 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 6 | 3 |
260 | 94.17 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 1 | 8 |
266 | 94.26 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 21 | 1 |
270 | 94.29 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 21 | 1 |
283 | 94.43 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 24 | 1 |
286 | 94.44 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 19 | 14 |
292 | 94.49 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 16 | 1 |
294 | 94.50 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 23 | 10 |
304 | 94.56 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 17 | 7 |
317 | 94.63 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 17 | 5 |
321 | 94.65 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 16 | 15 |
325 | 94.70 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 20 | 4 |
328 | 94.71 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 20 | 4 |
340 | 94.76 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 18 | 7 |
386 | 94.90 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 17 | 1 |
433 | 95.00 | wind | 9.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
476 | 95.14 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
479 | 95.14 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 23 | 1 |
501 | 95.20 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 7 |
503 | 95.21 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 23 | 1 |
551 | 95.33 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 23 | 1 |
579 | 95.43 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 11 | 1 |
594 | 95.48 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
614 | 95.52 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 1 |
617 | 95.52 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 9 |
657 | 95.66 | radiation | 20.0 | 4320 | > th | dose independent | rect. | 15 | 2 |
671 | 95.66 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 4 |
697 | 95.72 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 11 | 1 |
714 | 95.78 | temperature | 10.0 | 4320 | > th | dose dependent | sin | 15 | NA |
715 | 95.78 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 4 |
722 | 95.79 | temperature | 30.0 | 4320 | < th | dose dependent | sin | 15 | NA |
847 | 96.00 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 19 | 17 |
855 | 96.01 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 17 | 19 |
948 | 96.17 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 13 |
960 | 96.18 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 23 | 23 |
994 | 96.24 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 11 |