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Os06g0659200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Intron maturase, type II 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
61.19 | 0.368 | 11 | -1.9 | 1.02 | 0.036 | -0.817 | 3.34 | -0.622 | 20.7 | 19.83 | 3373 | -- | -- |
60.27 | 0.362 | 11 | -1.99 | 1.05 | -1.13 | -0.905 | -- | -0.623 | 20.7 | 14.28 | 11275 | -- | -- |
63.17 | 0.37 | 11 | -1.88 | 1.01 | 0.0794 | -- | 3.4 | -0.63 | 20.8 | 20.03 | 3508 | -- | -- |
62.6 | 0.369 | 11 | -1.97 | 1.02 | -1.13 | -- | -- | -0.619 | 20.8 | 14.24 | 11144 | -- | -- |
121.34 | 0.513 | 11 | -1.95 | -- | 0.00883 | -- | 3.38 | -0.655 | -- | 19.98 | 3645 | -- | -- |
78.04 | 0.414 | 10.9 | -1.35 | 1.01 | -- | -0.782 | -- | -0.447 | 20.8 | -- | -- | -- | -- |
80.07 | 0.419 | 10.9 | -1.32 | 1.02 | -- | -- | -- | -0.448 | 20.8 | -- | -- | -- | -- |
121.22 | 0.513 | 10.9 | -2.04 | -- | -1.05 | -- | -- | -0.604 | -- | 14.6 | 15088 | -- | -- |
94.95 | 0.454 | 10.8 | -- | 1.03 | 0.905 | -- | -- | -0.0293 | 20.8 | 33.31 | 47520 | -- | -- |
138.69 | 0.55 | 10.9 | -1.32 | -- | -- | -- | -- | -0.455 | -- | -- | -- | -- | -- |
126.17 | 0.525 | 10.9 | -- | 1.02 | -- | -- | -- | -0.3 | 20.7 | -- | -- | -- | -- |
154.71 | 0.579 | 10.8 | -- | -- | 0.883 | -- | -- | -0.0439 | -- | 46.28 | 47520 | -- | -- |
184.89 | 0.635 | 10.9 | -- | -- | -- | -- | -- | -0.308 | -- | -- | -- | -- | -- |
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 | 56.99 | temperature | 20 | 270 | > th | dose independent | rect. | 6 | 21 |
2 | 57.13 | temperature | 20 | 270 | > th | dose independent | rect. | 7 | 19 |
4 | 57.32 | temperature | 20 | 14400 | > th | dose independent | rect. | 17 | 1 |
6 | 57.34 | temperature | 30 | 270 | < th | dose dependent | rect. | 11 | 20 |
8 | 57.41 | temperature | 20 | 14400 | > th | dose independent | rect. | 11 | 7 |
10 | 57.43 | temperature | 20 | 14400 | < th | dose independent | rect. | 16 | 2 |
13 | 57.48 | temperature | 20 | 14400 | < th | dose independent | rect. | 11 | 7 |
21 | 57.55 | temperature | 20 | 14400 | < th | dose independent | rect. | 12 | 1 |
35 | 57.72 | temperature | 20 | 14400 | > th | dose independent | rect. | 12 | 1 |
52 | 57.88 | humidity | 90 | 14400 | > th | dose independent | rect. | 12 | 1 |
53 | 57.88 | temperature | 20 | 14400 | < th | dose dependent | rect. | 17 | 1 |
54 | 57.89 | humidity | 90 | 14400 | < th | dose independent | rect. | 12 | 1 |
60 | 57.91 | temperature | 20 | 14400 | < th | dose dependent | rect. | 8 | 1 |
88 | 58.10 | temperature | 20 | 14400 | < th | dose dependent | rect. | 16 | 4 |
89 | 58.10 | temperature | 20 | 14400 | < th | dose dependent | rect. | 7 | 11 |
93 | 58.12 | temperature | 20 | 14400 | < th | dose dependent | rect. | 7 | 6 |
108 | 58.17 | humidity | 70 | 43200 | < th | dose independent | rect. | 6 | 2 |
129 | 58.24 | temperature | 20 | 14400 | > th | dose independent | rect. | 9 | 1 |
130 | 58.24 | radiation | 20 | 14400 | < th | dose independent | rect. | 17 | 2 |
142 | 58.29 | temperature | 20 | 14400 | < th | dose independent | rect. | 9 | 1 |
148 | 58.31 | temperature | 15 | 14400 | > th | dose independent | rect. | 4 | 1 |
169 | 58.36 | radiation | 20 | 43200 | < th | dose independent | rect. | 17 | 14 |
187 | 58.42 | radiation | 10 | 43200 | < th | dose independent | rect. | 5 | 1 |
194 | 58.45 | temperature | 15 | 14400 | > th | dose independent | rect. | 20 | 1 |
200 | 58.46 | temperature | 15 | 14400 | < th | dose independent | rect. | 4 | 1 |
205 | 58.47 | humidity | 70 | 43200 | > th | dose independent | rect. | 6 | 1 |
292 | 58.70 | temperature | 20 | 14400 | < th | dose dependent | sin | 22 | NA |
297 | 58.72 | humidity | 90 | 14400 | > th | dose dependent | rect. | 12 | 1 |
310 | 58.77 | humidity | 60 | 43200 | < th | dose independent | rect. | 17 | 18 |
322 | 58.83 | radiation | 1 | 43200 | > th | dose dependent | rect. | 18 | 11 |
326 | 58.85 | humidity | 50 | 43200 | > th | dose independent | rect. | 9 | 2 |
327 | 58.85 | radiation | 20 | 14400 | < th | dose independent | rect. | 17 | 5 |
342 | 58.90 | humidity | 50 | 43200 | < th | dose independent | rect. | 10 | 1 |
360 | 58.96 | radiation | 1 | 43200 | > th | dose dependent | rect. | 18 | 1 |
379 | 59.01 | humidity | 90 | 14400 | < th | dose independent | rect. | 5 | 1 |
395 | 59.04 | humidity | 60 | 43200 | > th | dose independent | rect. | 18 | 17 |
397 | 59.04 | radiation | 1 | 43200 | < th | dose dependent | rect. | 8 | 1 |
402 | 59.06 | radiation | 1 | 43200 | > th | dose independent | rect. | 8 | 1 |
403 | 59.06 | radiation | 1 | 43200 | < th | dose independent | rect. | 8 | 1 |
405 | 59.06 | humidity | 60 | 43200 | > th | dose independent | rect. | 7 | 4 |
412 | 59.08 | radiation | 40 | 43200 | < th | dose dependent | rect. | 18 | 4 |
430 | 59.10 | radiation | 40 | 43200 | < th | dose dependent | rect. | 18 | 1 |
435 | 59.12 | humidity | 60 | 43200 | < th | dose independent | rect. | 7 | 4 |
453 | 59.16 | wind | 7 | 43200 | > th | dose independent | rect. | 5 | 1 |
454 | 59.16 | humidity | 70 | 43200 | < th | dose independent | rect. | 20 | 1 |
461 | 59.17 | radiation | 1 | 43200 | < th | dose dependent | rect. | 8 | 3 |
464 | 59.18 | radiation | 1 | 43200 | < th | dose independent | rect. | 10 | 1 |
466 | 59.18 | radiation | 1 | 43200 | < th | dose dependent | rect. | 10 | 1 |
474 | 59.19 | humidity | 70 | 43200 | > th | dose independent | rect. | 20 | 1 |
487 | 59.22 | humidity | 60 | 43200 | > th | dose independent | rect. | 2 | 9 |
510 | 59.26 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 17 |
516 | 59.28 | radiation | 1 | 43200 | > th | dose independent | rect. | 10 | 1 |
525 | 59.29 | humidity | 60 | 43200 | < th | dose independent | rect. | 2 | 9 |
532 | 59.30 | wind | 3 | 43200 | > th | dose independent | rect. | 15 | 1 |
533 | 59.30 | wind | 1 | 43200 | < th | dose independent | rect. | 12 | 1 |
540 | 59.31 | wind | 9 | 14400 | > th | dose independent | rect. | 22 | 6 |
543 | 59.31 | humidity | 60 | 43200 | > th | dose independent | rect. | 22 | 13 |
544 | 59.31 | wind | 5 | 43200 | < th | dose dependent | rect. | 15 | 1 |
547 | 59.32 | radiation | 1 | 43200 | < th | dose independent | rect. | 8 | 3 |
551 | 59.33 | temperature | 15 | 14400 | < th | dose independent | rect. | 20 | 1 |
553 | 59.33 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 1 |
556 | 59.33 | temperature | 10 | 43200 | > th | dose independent | rect. | 10 | 4 |
573 | 59.35 | radiation | 1 | 43200 | > th | dose independent | rect. | 8 | 3 |
574 | 59.35 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 4 |
582 | 59.36 | wind | 9 | 14400 | > th | dose dependent | rect. | 21 | 7 |
589 | 59.38 | wind | 3 | 43200 | < th | dose independent | rect. | 15 | 1 |
591 | 59.38 | radiation | 20 | 14400 | < th | dose independent | rect. | 17 | 8 |
592 | 59.38 | humidity | 60 | 43200 | < th | dose dependent | rect. | 10 | 1 |
601 | 59.39 | humidity | 60 | 43200 | < th | dose independent | rect. | 22 | 13 |
603 | 59.39 | radiation | 10 | 43200 | < th | dose dependent | rect. | 4 | 1 |
615 | 59.41 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 10 |
644 | 59.46 | wind | 1 | 43200 | > th | dose independent | rect. | 9 | 3 |
657 | 59.47 | humidity | 70 | 43200 | < th | dose dependent | rect. | 8 | 2 |
664 | 59.48 | temperature | 15 | 14400 | > th | dose independent | rect. | 20 | 10 |
693 | 59.52 | humidity | 50 | 43200 | > th | dose independent | rect. | 8 | 11 |
707 | 59.53 | humidity | 50 | 43200 | > th | dose independent | rect. | 8 | 14 |
716 | 59.54 | wind | 1 | 43200 | > th | dose independent | rect. | 10 | 1 |
719 | 59.54 | wind | 3 | 43200 | > th | dose independent | rect. | 15 | 3 |
754 | 59.57 | wind | 7 | 43200 | < th | dose independent | rect. | 5 | 1 |
772 | 59.57 | humidity | 90 | 14400 | > th | dose dependent | rect. | 11 | 3 |
777 | 59.58 | wind | 1 | 43200 | > th | dose independent | rect. | 12 | 1 |
803 | 59.60 | humidity | 50 | 43200 | > th | dose independent | sin | 18 | NA |
805 | 59.60 | wind | 1 | 43200 | < th | dose independent | rect. | 9 | 4 |
811 | 59.61 | wind | 9 | 14400 | > th | dose independent | rect. | 22 | 3 |
822 | 59.61 | temperature | 10 | 270 | > th | dose dependent | rect. | 6 | 21 |
823 | 59.62 | temperature | 15 | 14400 | > th | dose independent | sin | 8 | NA |
868 | 59.64 | radiation | 40 | 43200 | < th | dose independent | rect. | 24 | 8 |
869 | 59.64 | humidity | 50 | 43200 | < th | dose independent | rect. | 8 | 11 |
896 | 59.67 | humidity | 50 | 43200 | > th | dose independent | rect. | 13 | 6 |
933 | 59.68 | humidity | 50 | 43200 | > th | dose independent | rect. | 13 | 23 |
937 | 59.69 | temperature | 15 | 14400 | > th | dose independent | rect. | 23 | 1 |
977 | 59.70 | wind | 9 | 14400 | > th | dose dependent | rect. | 22 | 2 |
979 | 59.70 | wind | 9 | 14400 | > th | dose dependent | rect. | 22 | 4 |