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Os05g0408300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
74.56 | 0.406 | 8.79 | -0.195 | 1.09 | 0.857 | 0.484 | 1.09 | -0.0568 | 9.03 | 24 | 15 | -- | -- |
75.16 | 0.407 | 8.81 | -0.335 | 1.08 | 0.937 | 0.573 | -- | -0.097 | 9.04 | 24 | 15 | -- | -- |
75.15 | 0.407 | 8.79 | -0.139 | 1.08 | 0.856 | -- | 1.36 | -0.0547 | 8.97 | 23.53 | 12 | -- | -- |
76.2 | 0.407 | 8.81 | -0.328 | 1.09 | 0.986 | -- | -- | -0.104 | 8.85 | 24.07 | 12 | -- | -- |
139.69 | 0.553 | 8.84 | -0.225 | -- | 1.09 | -- | 1.04 | -0.114 | -- | 21.29 | 5 | -- | -- |
88.48 | 0.441 | 8.79 | -0.195 | 1.15 | -- | 0.847 | -- | 0.0163 | 10.3 | -- | -- | -- | -- |
91.28 | 0.447 | 8.78 | -0.163 | 1.15 | -- | -- | -- | 0.0173 | 10.2 | -- | -- | -- | -- |
140.5 | 0.552 | 8.86 | -0.386 | -- | 1.16 | -- | -- | -0.17 | -- | 20.88 | 4 | -- | -- |
78.82 | 0.416 | 8.8 | -- | 1.08 | 0.897 | -- | -- | -0.0554 | 9 | 24.1 | 12 | -- | -- |
172.11 | 0.613 | 8.82 | -0.179 | -- | -- | -- | -- | 0.015 | -- | -- | -- | -- | -- |
91.98 | 0.449 | 8.78 | -- | 1.16 | -- | -- | -- | 0.0354 | 10.2 | -- | -- | -- | -- |
144.51 | 0.56 | 8.84 | -- | -- | 1.07 | -- | -- | -0.11 | -- | 21.11 | 4 | -- | -- |
172.96 | 0.614 | 8.81 | -- | -- | -- | -- | -- | 0.0349 | -- | -- | -- | -- | -- |
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 | 67.01 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 20 |
12 | 68.11 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 21 |
30 | 70.01 | temperature | 25.0 | 10 | > th | dose dependent | sin | 8 | NA |
45 | 70.52 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 16 |
61 | 70.87 | temperature | 30.0 | 270 | < th | dose independent | rect. | 11 | 18 |
68 | 71.18 | temperature | 30.0 | 270 | < th | dose independent | rect. | 14 | 15 |
75 | 71.28 | temperature | 30.0 | 270 | < th | dose independent | rect. | 10 | 9 |
84 | 71.62 | temperature | 25.0 | 30 | < th | dose independent | sin | 6 | NA |
93 | 71.79 | temperature | 25.0 | 30 | > th | dose independent | rect. | 24 | 11 |
97 | 71.88 | temperature | 10.0 | 10 | > th | dose dependent | sin | 4 | NA |
133 | 72.38 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 16 |
154 | 72.63 | humidity | 60.0 | 270 | > th | dose independent | rect. | 11 | 18 |
156 | 72.67 | temperature | 30.0 | 720 | < th | dose independent | rect. | 7 | 6 |
165 | 72.76 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 14 | 16 |
182 | 72.96 | temperature | 30.0 | 720 | < th | dose independent | rect. | 1 | 12 |
186 | 72.99 | temperature | 25.0 | 30 | > th | dose independent | sin | 6 | NA |
192 | 73.06 | humidity | 70.0 | 10 | > th | dose independent | rect. | 14 | 16 |
197 | 73.13 | temperature | 30.0 | 720 | < th | dose independent | rect. | 2 | 10 |
252 | 73.62 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 23 | 12 |
256 | 73.66 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 20 |
276 | 73.80 | humidity | 70.0 | 90 | > th | dose independent | rect. | 15 | 15 |
281 | 73.87 | temperature | 30.0 | 720 | < th | dose independent | rect. | 7 | 8 |
297 | 73.92 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 15 | 23 |
324 | 74.04 | radiation | 20.0 | 90 | < th | dose dependent | sin | 8 | NA |
334 | 74.11 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 19 | 16 |
346 | 74.18 | temperature | 30.0 | 10 | < th | dose dependent | sin | 5 | NA |
347 | 74.19 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 6 | 5 |
370 | 74.30 | temperature | 30.0 | 720 | < th | dose independent | rect. | 11 | 2 |
400 | 74.41 | temperature | 30.0 | 10 | < th | dose independent | rect. | 12 | 18 |
406 | 74.43 | temperature | 25.0 | 30 | > th | dose independent | rect. | 21 | 14 |
424 | 74.50 | temperature | 25.0 | 30 | > th | dose independent | rect. | 4 | 7 |
431 | 74.53 | temperature | 30.0 | 720 | < th | dose independent | rect. | 22 | 15 |
433 | 74.54 | radiation | 1.0 | 720 | < th | dose independent | sin | 10 | NA |
481 | 74.72 | temperature | 30.0 | 720 | > th | dose independent | rect. | 8 | 8 |
496 | 74.73 | temperature | 30.0 | 720 | < th | dose independent | sin | 4 | NA |
499 | 74.74 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 21 | 14 |
503 | 74.76 | temperature | 25.0 | 10 | > th | dose independent | rect. | 6 | 5 |
508 | 74.78 | temperature | 25.0 | 90 | > th | dose independent | rect. | 6 | 5 |
524 | 74.83 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 16 |
527 | 74.83 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 17 | 21 |
534 | 74.85 | radiation | 1.0 | 720 | < th | dose dependent | sin | 9 | NA |
546 | 74.91 | radiation | 1.0 | 720 | > th | dose independent | sin | 11 | NA |
551 | 74.93 | temperature | 30.0 | 720 | < th | dose independent | sin | 8 | NA |
553 | 74.93 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 6 | 2 |
556 | 74.94 | temperature | 30.0 | 720 | < th | dose independent | rect. | 9 | 16 |
574 | 74.95 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 5 | 6 |
582 | 74.96 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 17 | 18 |
601 | 74.98 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 5 | 12 |
609 | 75.01 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 17 | 23 |
612 | 75.03 | temperature | 25.0 | 30 | < th | dose independent | rect. | 3 | 9 |
613 | 75.03 | temperature | 30.0 | 720 | < th | dose independent | rect. | 7 | 13 |
614 | 75.03 | temperature | 25.0 | 30 | > th | dose independent | rect. | 19 | 16 |
639 | 75.10 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 5 | 4 |
645 | 75.13 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 8 |
656 | 75.17 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 11 | 8 |
666 | 75.20 | temperature | 30.0 | 720 | < th | dose independent | sin | 6 | NA |
669 | 75.21 | humidity | 60.0 | 720 | > th | dose independent | rect. | 11 | 2 |
678 | 75.24 | temperature | 30.0 | 720 | > th | dose independent | sin | 4 | NA |
717 | 75.36 | radiation | 1.0 | 720 | > th | dose independent | rect. | 18 | 13 |
720 | 75.36 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 23 | 23 |
745 | 75.41 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 2 | NA |
750 | 75.42 | temperature | 25.0 | 10 | > th | dose dependent | no | NA | NA |
766 | 75.43 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 21 | 23 |
770 | 75.45 | temperature | 25.0 | 90 | < th | dose independent | rect. | 23 | 12 |
772 | 75.45 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 11 | 19 |
775 | 75.45 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 13 | 23 |
779 | 75.47 | temperature | 25.0 | 30 | < th | dose independent | rect. | 3 | 7 |
788 | 75.50 | temperature | 30.0 | 720 | > th | dose independent | rect. | 15 | 1 |
789 | 75.50 | temperature | 25.0 | 270 | > th | dose independent | rect. | 6 | 2 |
807 | 75.55 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 15 |
809 | 75.55 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 19 |
811 | 75.56 | temperature | 30.0 | 720 | < th | dose independent | rect. | 19 | 16 |
834 | 75.61 | radiation | 1.0 | 720 | < th | dose independent | rect. | 17 | 15 |
836 | 75.61 | atmosphere | 1005.0 | 90 | > th | dose independent | rect. | 13 | 17 |
848 | 75.63 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 16 | 21 |
852 | 75.64 | temperature | 30.0 | 720 | < th | dose independent | rect. | 10 | 13 |
859 | 75.65 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 15 |
864 | 75.65 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 15 |
873 | 75.68 | radiation | 10.0 | 30 | < th | dose independent | sin | 7 | NA |
916 | 75.73 | radiation | 30.0 | 720 | > th | dose independent | rect. | 14 | 19 |
925 | 75.74 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 19 |
931 | 75.74 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 17 | 16 |
945 | 75.76 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 19 |
948 | 75.76 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 19 |