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Os12g0406100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Glycoside hydrolase, family 43 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38.51 | 0.292 | 12.2 | 0.0322 | 1.88 | -0.441 | 0.216 | 0.396 | 0.0437 | 7.09 | 80.09 | 748 | -- | -- |
38.47 | 0.289 | 12.2 | 0.0474 | 1.85 | -0.45 | 0.378 | -- | 0.0484 | 7.1 | 78.98 | 782 | -- | -- |
38.29 | 0.288 | 12.2 | 0.0108 | 1.89 | -0.49 | -- | 0.528 | 0.0479 | 7.12 | 79 | 782 | -- | -- |
38.87 | 0.29 | 12.2 | 0.0441 | 1.87 | -0.477 | -- | -- | 0.0515 | 7.12 | 78.72 | 782 | -- | -- |
115.22 | 0.5 | 12.3 | 0.182 | -- | 1.21 | -- | 0.358 | 0.138 | -- | 73.48 | 539 | -- | -- |
42.69 | 0.306 | 12.2 | 0.0782 | 1.64 | -- | 0.391 | -- | 0.064 | 6.89 | -- | -- | -- | -- |
43.08 | 0.307 | 12.2 | 0.0851 | 1.64 | -- | -- | -- | 0.063 | 6.88 | -- | -- | -- | -- |
115.47 | 0.5 | 12.3 | 0.206 | -- | 1.22 | -- | -- | 0.144 | -- | 73.2 | 538 | -- | -- |
38.93 | 0.291 | 12.2 | -- | 1.87 | -0.47 | -- | -- | 0.0449 | 7.11 | 78.84 | 782 | -- | -- |
183.79 | 0.633 | 12.3 | 0.12 | -- | -- | -- | -- | 0.0941 | -- | -- | -- | -- | -- |
43.27 | 0.308 | 12.2 | -- | 1.64 | -- | -- | -- | 0.0535 | 6.88 | -- | -- | -- | -- |
116.58 | 0.503 | 12.3 | -- | -- | 1.21 | -- | -- | 0.121 | -- | 73.11 | 538 | -- | -- |
184.17 | 0.633 | 12.3 | -- | -- | -- | -- | -- | 0.0808 | -- | -- | -- | -- | -- |
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 | 36.45 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 21 | 12 |
3 | 37.04 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 6 | 22 |
8 | 37.44 | temperature | 20.0 | 720 | > th | dose independent | rect. | 21 | 4 |
9 | 37.45 | humidity | 80.0 | 720 | < th | dose independent | rect. | 17 | 21 |
17 | 37.59 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 4 | 2 |
19 | 37.59 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 21 | 4 |
23 | 37.63 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 4 | 3 |
26 | 37.66 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 3 | 4 |
30 | 37.68 | temperature | 20.0 | 270 | > th | dose independent | rect. | 21 | 12 |
31 | 37.69 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 3 | 2 |
66 | 37.87 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 23 | 10 |
79 | 37.94 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 23 | 1 |
82 | 37.94 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 23 | 8 |
85 | 37.95 | temperature | 20.0 | 720 | > th | dose independent | rect. | 22 | 1 |
95 | 37.99 | humidity | 80.0 | 720 | > th | dose independent | rect. | 5 | 20 |
109 | 38.03 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 19 | 6 |
115 | 38.05 | radiation | 1.0 | 720 | > th | dose independent | rect. | 9 | 6 |
121 | 38.07 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 24 | 14 |
152 | 38.15 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 2 |
162 | 38.17 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 19 | 13 |
168 | 38.19 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 10 |
170 | 38.19 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 22 | 3 |
179 | 38.22 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 24 | 15 |
184 | 38.23 | temperature | 20.0 | 270 | > th | dose independent | rect. | 4 | 22 |
198 | 38.26 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 2 |
209 | 38.27 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 19 | 8 |
216 | 38.28 | temperature | 25.0 | 270 | < th | dose independent | rect. | 23 | 12 |
221 | 38.29 | temperature | 25.0 | 270 | < th | dose independent | sin | 7 | NA |
222 | 38.29 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 4 |
225 | 38.29 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 9 | 1 |
227 | 38.29 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 6 | 21 |
264 | 38.34 | temperature | 25.0 | 270 | < th | dose independent | rect. | 22 | 19 |
265 | 38.34 | humidity | 80.0 | 720 | > th | dose independent | rect. | 11 | 21 |
267 | 38.34 | temperature | 15.0 | 90 | > th | dose dependent | sin | 7 | NA |
273 | 38.35 | humidity | 80.0 | 720 | < th | dose independent | rect. | 10 | 21 |
293 | 38.39 | humidity | 80.0 | 720 | < th | dose independent | rect. | 10 | 18 |
301 | 38.40 | temperature | 25.0 | 270 | < th | dose independent | rect. | 23 | 16 |
312 | 38.41 | wind | 9.0 | 720 | < th | dose dependent | rect. | 5 | 4 |
326 | 38.42 | humidity | 80.0 | 720 | > th | dose independent | rect. | 19 | 21 |
329 | 38.43 | wind | 1.0 | 14400 | < th | dose independent | rect. | 20 | 3 |
348 | 38.44 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 14 |
349 | 38.45 | humidity | 80.0 | 720 | > th | dose independent | rect. | 11 | 14 |
352 | 38.45 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 5 | 4 |
358 | 38.46 | humidity | 80.0 | 720 | > th | dose independent | rect. | 17 | 22 |
370 | 38.47 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 10 |
391 | 38.50 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 9 | 4 |
419 | 38.52 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 22 |
425 | 38.53 | humidity | 80.0 | 10 | > th | dose independent | rect. | 6 | 22 |
429 | 38.54 | humidity | 80.0 | 720 | < th | dose independent | rect. | 17 | 10 |
430 | 38.54 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 1 | 20 |
433 | 38.54 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 1 | 20 |
434 | 38.55 | humidity | 80.0 | 1440 | < th | dose independent | sin | 4 | NA |
481 | 38.58 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 5 | 20 |
487 | 38.59 | humidity | 80.0 | 10 | < th | dose independent | rect. | 10 | 22 |
489 | 38.60 | humidity | 80.0 | 720 | > th | dose independent | no | NA | NA |
496 | 38.60 | humidity | 80.0 | 720 | < th | dose independent | rect. | 23 | 23 |
518 | 38.62 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 19 | 2 |
524 | 38.63 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 12 |
535 | 38.63 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 12 |
541 | 38.64 | humidity | 80.0 | 720 | < th | dose independent | rect. | 17 | 14 |
554 | 38.64 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 13 | 14 |
561 | 38.65 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 7 | 1 |
562 | 38.65 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 22 | 1 |
577 | 38.66 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 13 | 14 |
580 | 38.67 | temperature | 20.0 | 10 | > th | dose independent | rect. | 23 | 11 |
600 | 38.69 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 4 | 3 |
602 | 38.69 | humidity | 80.0 | 720 | > th | dose independent | rect. | 19 | 6 |
608 | 38.69 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 3 |
637 | 38.70 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 11 | 16 |
641 | 38.71 | humidity | 80.0 | 720 | < th | dose independent | no | NA | NA |
642 | 38.71 | humidity | 80.0 | 720 | < th | dose independent | rect. | 18 | 3 |
649 | 38.71 | humidity | 80.0 | 720 | < th | dose independent | rect. | 6 | 22 |
668 | 38.73 | wind | 5.0 | 720 | < th | dose independent | rect. | 5 | 4 |
678 | 38.73 | temperature | 30.0 | 90 | < th | dose dependent | sin | 5 | NA |
679 | 38.73 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 11 | 3 |
704 | 38.75 | humidity | 80.0 | 720 | < th | dose independent | rect. | 10 | 12 |
713 | 38.75 | temperature | 30.0 | 270 | < th | dose dependent | sin | 7 | NA |
718 | 38.76 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 9 | 2 |
721 | 38.76 | humidity | 80.0 | 720 | > th | dose independent | rect. | 17 | 8 |
731 | 38.76 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 2 |
735 | 38.76 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 18 | 19 |
743 | 38.77 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 9 | 20 |
749 | 38.77 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 15 | 10 |
752 | 38.77 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 9 | 20 |
756 | 38.78 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 12 |
772 | 38.79 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 9 | 12 |
783 | 38.79 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 17 | 19 |
799 | 38.81 | temperature | 25.0 | 720 | < th | dose independent | rect. | 1 | 4 |
810 | 38.81 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 7 | 9 |
833 | 38.82 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 11 | 14 |
840 | 38.83 | humidity | 80.0 | 1440 | > th | dose independent | sin | 4 | NA |
844 | 38.83 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 12 |
859 | 38.83 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 12 |
861 | 38.84 | humidity | 80.0 | 720 | > th | dose independent | rect. | 15 | 10 |
870 | 38.84 | temperature | 20.0 | 10 | > th | dose independent | rect. | 6 | 22 |
921 | 38.87 | humidity | 80.0 | 720 | > th | dose independent | rect. | 17 | 15 |
934 | 38.87 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 15 | 18 |
960 | 38.89 | humidity | 80.0 | 720 | > th | dose independent | sin | 14 | NA |
973 | 38.89 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 20 | 3 |
997 | 38.90 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 5 |