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Os11g0143200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Cytochrome P450 90A1 (EC 1.14.-.-).
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
78.58 | 0.416 | 9.76 | -0.0428 | 0.446 | 1.15 | 0.96 | -0.166 | -0.464 | 16.8 | 0.15 | 1476 | -- | -- |
78.58 | 0.413 | 9.76 | -0.0541 | 0.45 | 1.2 | 0.976 | -- | -0.464 | 16.7 | 0.14 | 1480 | -- | -- |
80.56 | 0.418 | 9.76 | -0.0755 | 0.431 | 1.32 | -- | 0.647 | -0.455 | 17.9 | 0.17 | 1438 | -- | -- |
80.41 | 0.418 | 9.76 | -0.0563 | 0.452 | 1.12 | -- | -- | -0.467 | 18.1 | 0.14 | 1438 | -- | -- |
90.92 | 0.444 | 9.76 | -0.107 | -- | 1.26 | -- | 0.48 | -0.462 | -- | 0.1301 | 1441 | -- | -- |
93.14 | 0.452 | 9.8 | -0.364 | 0.438 | -- | 0.919 | -- | -0.597 | 17.3 | -- | -- | -- | -- |
94.69 | 0.456 | 9.8 | -0.368 | 0.457 | -- | -- | -- | -0.594 | 18.1 | -- | -- | -- | -- |
91.01 | 0.444 | 9.76 | -0.0648 | -- | 1.15 | -- | -- | -0.474 | -- | 0.1397 | 1444 | -- | -- |
80.48 | 0.418 | 9.76 | -- | 0.459 | 1.15 | -- | -- | -0.462 | 18.1 | 0.14 | 1438 | -- | -- |
105.51 | 0.48 | 9.79 | -0.381 | -- | -- | -- | -- | -0.604 | -- | -- | -- | -- | -- |
98.26 | 0.464 | 9.79 | -- | 0.462 | -- | -- | -- | -0.553 | 18.1 | -- | -- | -- | -- |
91.09 | 0.445 | 9.76 | -- | -- | 1.18 | -- | -- | -0.46 | -- | 0.13 | 1444 | -- | -- |
109.34 | 0.488 | 9.78 | -- | -- | -- | -- | -- | -0.561 | -- | -- | -- | -- | -- |
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 | 76.88 | radiation | 1.0 | 1440 | < th | dose dependent | sin | 11 | NA |
2 | 76.98 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 16 | 19 |
4 | 77.02 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 18 | 17 |
22 | 77.50 | radiation | 1.0 | 720 | > th | dose independent | rect. | 17 | 20 |
29 | 77.86 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 18 | 12 |
44 | 78.32 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 16 | 19 |
45 | 78.35 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 16 | 14 |
49 | 78.40 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 16 | 14 |
52 | 78.42 | radiation | 1.0 | 1440 | < th | dose independent | sin | 12 | NA |
60 | 78.50 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 2 | 5 |
67 | 78.58 | radiation | 1.0 | 1440 | > th | dose independent | sin | 12 | NA |
88 | 78.88 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 22 | 13 |
124 | 79.05 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 8 |
138 | 79.12 | wind | 5.0 | 270 | < th | dose independent | rect. | 5 | 19 |
142 | 79.14 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 5 | 20 |
159 | 79.26 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 18 | 8 |
166 | 79.30 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 11 |
168 | 79.31 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 18 | 8 |
171 | 79.34 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 22 | 6 |
172 | 79.35 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 8 |
179 | 79.37 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 4 | 22 |
180 | 79.37 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 22 | 22 |
184 | 79.38 | radiation | 1.0 | 1440 | < th | dose dependent | no | NA | NA |
200 | 79.40 | temperature | 15.0 | 270 | > th | dose independent | rect. | 22 | 23 |
218 | 79.43 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 10 | 23 |
221 | 79.44 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 2 |
222 | 79.44 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 17 |
232 | 79.45 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 4 | 15 |
270 | 79.60 | temperature | 15.0 | 270 | > th | dose independent | rect. | 4 | 23 |
272 | 79.60 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 16 | 10 |
304 | 79.72 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 18 | 2 |
320 | 79.78 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 16 | 4 |
330 | 79.83 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 1 | 5 |
331 | 79.85 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 2 | 8 |
339 | 79.88 | wind | 5.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
340 | 79.88 | temperature | 15.0 | 270 | > th | dose independent | rect. | 5 | 20 |
343 | 79.90 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 2 | 4 |
348 | 79.91 | wind | 5.0 | 14400 | < th | dose independent | rect. | 12 | 2 |
369 | 80.00 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 3 |
374 | 80.01 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 18 | 3 |
380 | 80.05 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 4 | 2 |
385 | 80.06 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 24 | 5 |
397 | 80.09 | humidity | 80.0 | 270 | > th | dose independent | rect. | 5 | 19 |
399 | 80.11 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 6 | 19 |
419 | 80.19 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 7 | 20 |
422 | 80.21 | wind | 7.0 | 14400 | > th | dose independent | rect. | 15 | 1 |
424 | 80.21 | wind | 5.0 | 14400 | > th | dose dependent | rect. | 15 | 1 |
425 | 80.22 | wind | 7.0 | 14400 | < th | dose independent | rect. | 15 | 1 |
428 | 80.23 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 1 | 2 |
442 | 80.28 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 18 | 10 |
443 | 80.29 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 1 | 5 |
445 | 80.29 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 1 | 5 |
455 | 80.32 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 3 |
456 | 80.32 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 4 | 22 |
459 | 80.32 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 3 |
461 | 80.33 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 22 | 22 |
464 | 80.33 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 5 | 19 |
465 | 80.34 | radiation | 1.0 | 1440 | < th | dose independent | no | NA | NA |
491 | 80.36 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 7 | 17 |
496 | 80.38 | radiation | 10.0 | 90 | < th | dose independent | rect. | 1 | 5 |
497 | 80.38 | wind | 5.0 | 270 | < th | dose independent | rect. | 5 | 9 |
500 | 80.39 | radiation | 1.0 | 1440 | > th | dose independent | no | NA | NA |
502 | 80.39 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 4 | 15 |
551 | 80.39 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 10 | 23 |
553 | 80.40 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 16 |
560 | 80.40 | radiation | 1.0 | 270 | < th | dose independent | rect. | 5 | 19 |
565 | 80.41 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 7 | 8 |
583 | 80.43 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 1 | 5 |
597 | 80.43 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 1 | 5 |
601 | 80.44 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 10 | 23 |
607 | 80.45 | wind | 9.0 | 14400 | < th | dose independent | rect. | 23 | 3 |
627 | 80.49 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 9 | 18 |
628 | 80.50 | radiation | 1.0 | 4320 | > th | dose dependent | rect. | 7 | 1 |
636 | 80.52 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 7 | 1 |
643 | 80.55 | wind | 9.0 | 270 | < th | dose dependent | rect. | 1 | 3 |
648 | 80.56 | wind | 9.0 | 90 | < th | dose dependent | rect. | 1 | 5 |
650 | 80.57 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 22 | 4 |
651 | 80.57 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 16 | 10 |
656 | 80.58 | radiation | 1.0 | 270 | < th | dose independent | rect. | 4 | 21 |
658 | 80.58 | radiation | 1.0 | 4320 | > th | dose dependent | rect. | 4 | 4 |
687 | 80.65 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 16 | 3 |
692 | 80.65 | temperature | 20.0 | 270 | > th | dose independent | rect. | 6 | 18 |
707 | 80.70 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 7 | 10 |
710 | 80.70 | wind | 9.0 | 270 | < th | dose dependent | rect. | 5 | 19 |
722 | 80.72 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 1 | 5 |
728 | 80.73 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 2 | 6 |
742 | 80.75 | wind | 9.0 | 90 | < th | dose independent | rect. | 1 | 5 |
743 | 80.75 | temperature | 10.0 | 90 | > th | dose independent | rect. | 1 | 5 |
745 | 80.75 | temperature | 30.0 | 90 | < th | dose independent | rect. | 1 | 5 |
746 | 80.75 | humidity | 50.0 | 90 | > th | dose independent | rect. | 1 | 5 |
750 | 80.75 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 1 | 5 |
751 | 80.75 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 1 | 5 |
769 | 80.77 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 16 | 3 |
796 | 80.80 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 3 |
797 | 80.80 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 3 |
799 | 80.80 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 3 |
800 | 80.80 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 3 |
803 | 80.80 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 3 |
804 | 80.80 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 3 |
806 | 80.80 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 3 |
814 | 80.80 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 3 |
828 | 80.81 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 2 | 6 |
854 | 80.85 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
873 | 80.86 | wind | 7.0 | 14400 | < th | dose dependent | rect. | 11 | 2 |
876 | 80.87 | wind | 5.0 | 14400 | > th | dose independent | rect. | 11 | 5 |
880 | 80.87 | temperature | 15.0 | 270 | > th | dose independent | rect. | 9 | 15 |
908 | 80.90 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 17 | 3 |
921 | 80.90 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 3 | 1 |
922 | 80.90 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 11 | 2 |
934 | 80.91 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 1 | 5 |
936 | 80.91 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 21 |
955 | 80.94 | wind | 9.0 | 1440 | < th | dose independent | rect. | 2 | 5 |
957 | 80.94 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 5 |
960 | 80.94 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 2 | 5 |
964 | 80.94 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 2 | 5 |
969 | 80.94 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 2 | 5 |
970 | 80.94 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 2 | 5 |
974 | 80.94 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 19 |
987 | 80.95 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 16 | 18 |