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Os11g0208700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Curculin-like (mannose-binding) lectin 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
171.42 | 0.615 | 9.9 | -0.00396 | 0.411 | 1.62 | 0.222 | 6.57 | 0.0931 | 0.099 | 49.88 | 2893 | -- | -- |
207.27 | 0.671 | 9.92 | -0.415 | 0.34 | 1.27 | 0.151 | -- | 0.037 | 23.5 | 42.8 | 2844 | -- | -- |
171.62 | 0.61 | 9.9 | -0.00189 | 0.412 | 1.62 | -- | 6.56 | 0.0924 | 24 | 49.78 | 2891 | -- | -- |
204.78 | 0.666 | 9.93 | -0.404 | 0.431 | 1.25 | -- | -- | -0.0629 | 0.267 | 40 | 2844 | -- | -- |
181.69 | 0.628 | 9.9 | -0.0687 | -- | 1.96 | -- | 7.51 | 0.05 | -- | 51.18 | 2891 | -- | -- |
237.85 | 0.723 | 9.9 | -0.359 | 0.533 | -- | 0.341 | -- | 0.0589 | 0.38 | -- | -- | -- | -- |
238.32 | 0.723 | 9.9 | -0.372 | 0.532 | -- | -- | -- | 0.0578 | 0.213 | -- | -- | -- | -- |
215.31 | 0.683 | 9.92 | -0.412 | -- | 1.39 | -- | -- | -0.0497 | -- | 40 | 2711 | -- | -- |
209 | 0.673 | 9.92 | -- | 0.428 | 1.24 | -- | -- | -0.0146 | 0.23 | 40 | 2844 | -- | -- |
256.13 | 0.748 | 9.89 | -0.354 | -- | -- | -- | -- | 0.0658 | -- | -- | -- | -- | -- |
241.96 | 0.728 | 9.89 | -- | 0.527 | -- | -- | -- | 0.0992 | 0.175 | -- | -- | -- | -- |
219.67 | 0.69 | 9.92 | -- | -- | 1.36 | -- | -- | -0.0379 | -- | 40 | 2707 | -- | -- |
259.44 | 0.752 | 9.88 | -- | -- | -- | -- | -- | 0.105 | -- | -- | -- | -- | -- |
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 | 174.62 | wind | 5.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
2 | 175.66 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
3 | 176.33 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 19 | 14 |
4 | 176.38 | radiation | 40.0 | 1440 | > th | dose independent | rect. | 14 | 19 |
6 | 176.51 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 7 | 2 |
7 | 176.58 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 22 | 11 |
8 | 176.63 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 24 | 9 |
9 | 176.72 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 16 | 17 |
11 | 176.83 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 5 | 4 |
16 | 177.05 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
17 | 177.09 | wind | 5.0 | 14400 | < th | dose independent | rect. | 18 | 1 |
22 | 177.42 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 18 | 1 |
25 | 177.88 | wind | 7.0 | 43200 | < th | dose dependent | rect. | 2 | 3 |
27 | 177.95 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 2 | 2 |
30 | 178.11 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
44 | 179.46 | radiation | 40.0 | 4320 | > th | dose independent | rect. | 7 | 2 |
64 | 179.64 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
72 | 180.22 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 2 | 1 |
76 | 180.58 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 1 | 3 |
77 | 180.60 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 9 | 2 |
78 | 180.60 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 14 | 19 |
79 | 180.72 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 24 | 8 |
80 | 180.82 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 9 | 2 |
81 | 180.86 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 24 | 8 |
82 | 180.90 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 24 | 8 |
83 | 180.90 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 24 | 8 |
88 | 181.10 | radiation | 40.0 | 1440 | > th | dose independent | rect. | 14 | 1 |
89 | 181.10 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 1 | 13 |
91 | 181.13 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 2 |
97 | 181.20 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 2 |
98 | 181.20 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 2 |
116 | 181.45 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 8 | 2 |
117 | 181.46 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 15 |
119 | 181.51 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
144 | 181.55 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 1 | 3 |
158 | 181.74 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 5 | 2 |
175 | 181.90 | radiation | 40.0 | 4320 | > th | dose dependent | sin | 12 | NA |
201 | 181.96 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 15 |
211 | 182.01 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 24 | 6 |
253 | 182.25 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 12 |
254 | 182.25 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 12 |
256 | 182.25 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 12 |
260 | 182.30 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 8 | 4 |
309 | 182.57 | radiation | 40.0 | 4320 | > th | dose dependent | rect. | 13 | 22 |
316 | 182.64 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 7 | 6 |
318 | 182.65 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 1 | 6 |
326 | 182.72 | precipitation | 0.1 | 43200 | > th | dose dependent | sin | 6 | NA |
328 | 182.73 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 18 |
332 | 182.77 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 15 |
340 | 182.81 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 6 | 1 |
342 | 182.83 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 15 |
343 | 182.83 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 15 |
387 | 183.06 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 7 | 10 |
389 | 183.07 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 3 | 6 |
392 | 183.07 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 3 | 6 |
415 | 183.19 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
440 | 183.29 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 15 | 1 |
442 | 183.32 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 2 | 1 |
443 | 183.32 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 13 | 4 |
460 | 183.42 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 24 | 8 |
463 | 183.46 | precipitation | 0.1 | 43200 | > th | dose independent | sin | 6 | NA |
466 | 183.48 | precipitation | 0.1 | 43200 | < th | dose independent | sin | 6 | NA |
468 | 183.48 | precipitation | 0.1 | 43200 | < th | dose dependent | sin | 6 | NA |
470 | 183.49 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 8 | 8 |
477 | 183.54 | humidity | 60.0 | 43200 | > th | dose dependent | rect. | 15 | 2 |
488 | 183.58 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 15 |
490 | 183.59 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 15 |
491 | 183.59 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 15 |
495 | 183.62 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 8 | 8 |
502 | 183.67 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 11 | 7 |
509 | 183.70 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 4 |
530 | 183.77 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 1 | 2 |
538 | 183.81 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 4 |
541 | 183.82 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 11 | 6 |
543 | 183.82 | radiation | 20.0 | 14400 | > th | dose dependent | rect. | 6 | 2 |
557 | 183.83 | wind | 3.0 | 43200 | > th | dose independent | rect. | 3 | 1 |
559 | 183.84 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 4 |
561 | 183.84 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 4 |
568 | 183.90 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 15 | 2 |
576 | 183.95 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 11 | 7 |
591 | 184.03 | wind | 3.0 | 43200 | < th | dose independent | rect. | 3 | 1 |
614 | 184.13 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 14 | 1 |
638 | 184.23 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 14 | 1 |
651 | 184.29 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 15 | 2 |
653 | 184.29 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 1 |
677 | 184.40 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 1 |
681 | 184.41 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 1 |
683 | 184.41 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 1 |
701 | 184.50 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 18 |
716 | 184.56 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 18 |
718 | 184.56 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 18 |
732 | 184.64 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 7 | 1 |
735 | 184.65 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 7 | 6 |
740 | 184.71 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 14 | 11 |
762 | 184.81 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 7 | 1 |
765 | 184.83 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 13 |
775 | 184.86 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 13 |
779 | 184.86 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 13 |
782 | 184.88 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 14 | 4 |
793 | 184.91 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 14 | 7 |
796 | 184.92 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 14 | 9 |
812 | 184.94 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 13 |
813 | 184.95 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 17 | 2 |
834 | 184.97 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 7 | 1 |
840 | 184.97 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 7 | 1 |
866 | 185.07 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 11 | 5 |
919 | 185.25 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 8 | 5 |
921 | 185.25 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 23 | 17 |
931 | 185.30 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 2 | 3 |
937 | 185.31 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 18 |
941 | 185.31 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 18 |
954 | 185.35 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 24 | 4 |
965 | 185.37 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 18 |
971 | 185.39 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 21 |
973 | 185.39 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 21 |
979 | 185.41 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 21 |
993 | 185.45 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 1 |