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Os05g0363600 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
86.79 | 0.438 | 8.91 | 2.05 | 0.659 | -0.645 | -0.61 | -0.0279 | 0.478 | 0.654 | 79.16 | 1237 | -- | -- |
86.79 | 0.434 | 8.91 | 2.05 | 0.663 | -0.649 | -0.613 | -- | 0.48 | 0.644 | 79.35 | 1228 | -- | -- |
88.18 | 0.437 | 8.91 | 2.05 | 0.664 | -0.635 | -- | -0.295 | 0.476 | 0.39 | 79.26 | 1219 | -- | -- |
88.29 | 0.438 | 8.91 | 2.08 | 0.668 | -0.67 | -- | -- | 0.482 | 0.405 | 79 | 1222 | -- | -- |
102.49 | 0.474 | 8.89 | 2 | -- | -0.661 | -- | 1.52 | 0.496 | -- | 86.15 | 1636 | -- | -- |
96.15 | 0.46 | 8.9 | 1.94 | 0.547 | -- | -0.731 | -- | 0.505 | 0.681 | -- | -- | -- | -- |
98.26 | 0.464 | 8.9 | 1.96 | 0.55 | -- | -- | -- | 0.51 | 0.28 | -- | -- | -- | -- |
106.74 | 0.483 | 8.9 | 1.99 | -- | -0.621 | -- | -- | 0.497 | -- | 86.15 | 1636 | -- | -- |
145.29 | 0.561 | 8.99 | -- | 0.629 | -1.23 | -- | -- | 0.212 | 22.8 | 67 | 35815 | -- | -- |
117.25 | 0.506 | 8.89 | 1.98 | -- | -- | -- | -- | 0.519 | -- | -- | -- | -- | -- |
199.91 | 0.661 | 8.95 | -- | 0.578 | -- | -- | -- | 0.291 | 0.461 | -- | -- | -- | -- |
159.01 | 0.587 | 8.98 | -- | -- | -1.55 | -- | -- | 0.14 | -- | 68 | 47520 | -- | -- |
220.88 | 0.694 | 8.94 | -- | -- | -- | -- | -- | 0.299 | -- | -- | -- | -- | -- |
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 | 82.49 | temperature | 20.0 | 10 | > th | dose independent | rect. | 5 | 14 |
14 | 84.93 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 19 | 22 |
21 | 85.30 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 22 |
23 | 85.33 | radiation | 1.0 | 30 | < th | dose independent | rect. | 19 | 22 |
28 | 85.46 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 17 | 4 |
31 | 85.51 | humidity | 80.0 | 270 | < th | dose independent | rect. | 14 | 3 |
32 | 85.54 | radiation | 1.0 | 270 | < th | dose independent | rect. | 7 | 19 |
33 | 85.55 | wind | 1.0 | 270 | < th | dose independent | rect. | 4 | 1 |
40 | 85.63 | radiation | 1.0 | 270 | < th | dose independent | rect. | 6 | 21 |
44 | 85.67 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 14 | 3 |
45 | 85.67 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 16 | 3 |
46 | 85.68 | temperature | 20.0 | 270 | > th | dose independent | rect. | 14 | 3 |
52 | 85.77 | humidity | 90.0 | 90 | < th | dose independent | rect. | 5 | 14 |
65 | 85.98 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 5 | 14 |
73 | 86.07 | temperature | 15.0 | 90 | > th | dose independent | rect. | 19 | 9 |
74 | 86.07 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 19 | 9 |
77 | 86.10 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 19 | 19 |
82 | 86.14 | wind | 1.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
99 | 86.27 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 16 | 3 |
100 | 86.28 | humidity | 80.0 | 270 | < th | dose independent | rect. | 15 | 1 |
105 | 86.30 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 9 | 19 |
114 | 86.36 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 4 | 15 |
115 | 86.37 | humidity | 50.0 | 1440 | < th | dose independent | rect. | 16 | 1 |
119 | 86.38 | humidity | 50.0 | 1440 | < th | dose dependent | rect. | 16 | 1 |
123 | 86.40 | radiation | 1.0 | 30 | < th | dose independent | rect. | 19 | 19 |
129 | 86.42 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 19 | 13 |
139 | 86.46 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 6 | 8 |
141 | 86.47 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 9 | 18 |
145 | 86.49 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 19 | 11 |
148 | 86.52 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 16 | 1 |
150 | 86.52 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 22 |
161 | 86.59 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 9 | 7 |
164 | 86.61 | temperature | 30.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
178 | 86.63 | humidity | 70.0 | 720 | > th | dose independent | rect. | 17 | 3 |
184 | 86.65 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 16 |
185 | 86.65 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 15 |
186 | 86.65 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 11 | 16 |
193 | 86.67 | radiation | 1.0 | 270 | > th | dose independent | rect. | 14 | 16 |
198 | 86.70 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 19 | 9 |
200 | 86.71 | radiation | 1.0 | 30 | < th | dose independent | rect. | 19 | 13 |
215 | 86.74 | radiation | 1.0 | 30 | < th | dose independent | rect. | 19 | 11 |
216 | 86.74 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
219 | 86.75 | humidity | 70.0 | 720 | > th | dose independent | rect. | 15 | 5 |
235 | 86.80 | temperature | 30.0 | 90 | < th | dose independent | rect. | 19 | 9 |
236 | 86.80 | humidity | 50.0 | 90 | > th | dose independent | rect. | 19 | 9 |
238 | 86.80 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 19 | 9 |
239 | 86.80 | radiation | 1.0 | 90 | < th | dose independent | rect. | 19 | 9 |
245 | 86.80 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 4 | 15 |
246 | 86.80 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 4 | 15 |
247 | 86.80 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 19 | 9 |
252 | 86.80 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 4 | 15 |
253 | 86.81 | wind | 9.0 | 90 | < th | dose independent | rect. | 19 | 9 |
274 | 86.89 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 8 |
278 | 86.89 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 9 | 17 |
279 | 86.89 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 20 |
284 | 86.90 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 14 | 3 |
320 | 86.94 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 20 | 1 |
332 | 86.98 | radiation | 1.0 | 270 | > th | dose independent | rect. | 11 | 22 |
342 | 87.00 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 12 | 14 |
359 | 87.04 | temperature | 30.0 | 720 | < th | dose independent | rect. | 18 | 9 |
366 | 87.06 | radiation | 1.0 | 90 | < th | dose dependent | sin | 13 | NA |
373 | 87.07 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 10 | 7 |
376 | 87.07 | temperature | 20.0 | 270 | > th | dose independent | rect. | 6 | 19 |
391 | 87.10 | radiation | 1.0 | 270 | < th | dose independent | rect. | 12 | 14 |
396 | 87.10 | wind | 1.0 | 90 | > th | dose dependent | rect. | 15 | 4 |
442 | 87.16 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 12 |
466 | 87.19 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 16 | 17 |
469 | 87.19 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 16 | 17 |
482 | 87.21 | wind | 9.0 | 90 | < th | dose independent | rect. | 4 | 15 |
487 | 87.22 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 19 | 9 |
492 | 87.22 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 19 | 9 |
500 | 87.24 | temperature | 30.0 | 720 | < th | dose independent | rect. | 18 | 1 |
525 | 87.28 | wind | 7.0 | 90 | < th | dose dependent | rect. | 3 | 6 |
536 | 87.30 | humidity | 70.0 | 270 | > th | dose independent | rect. | 11 | 15 |
545 | 87.32 | temperature | 20.0 | 720 | > th | dose independent | rect. | 5 | 7 |
554 | 87.34 | radiation | 1.0 | 270 | > th | dose independent | rect. | 14 | 3 |
559 | 87.34 | wind | 9.0 | 30 | < th | dose dependent | rect. | 19 | 9 |
567 | 87.36 | radiation | 30.0 | 270 | < th | dose independent | rect. | 1 | 8 |
581 | 87.37 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 14 | 17 |
585 | 87.38 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 5 | 4 |
590 | 87.40 | humidity | 70.0 | 270 | < th | dose independent | rect. | 14 | 17 |
612 | 87.43 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 15 | 18 |
622 | 87.45 | radiation | 1.0 | 270 | > th | dose independent | sin | 14 | NA |
630 | 87.45 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 15 | 18 |
631 | 87.46 | radiation | 1.0 | 90 | < th | dose independent | sin | 13 | NA |
643 | 87.46 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 19 | 23 |
651 | 87.47 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 8 | 10 |
669 | 87.49 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 16 | 17 |
700 | 87.53 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 19 | 8 |
717 | 87.55 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 6 | 3 |
718 | 87.55 | wind | 5.0 | 10 | < th | dose dependent | rect. | 4 | 5 |
736 | 87.57 | wind | 9.0 | 30 | < th | dose independent | rect. | 9 | 7 |
737 | 87.57 | temperature | 10.0 | 10 | > th | dose independent | rect. | 9 | 7 |
739 | 87.57 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 9 | 7 |
740 | 87.57 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 9 | 7 |
742 | 87.57 | temperature | 10.0 | 10 | > th | dose independent | rect. | 16 | 17 |
744 | 87.57 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 9 | 7 |
757 | 87.59 | temperature | 20.0 | 270 | > th | dose independent | sin | 0 | NA |
764 | 87.60 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 6 |
768 | 87.60 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 6 |
773 | 87.61 | wind | 3.0 | 90 | > th | dose independent | rect. | 16 | 3 |
785 | 87.62 | temperature | 20.0 | 720 | > th | dose independent | rect. | 7 | 2 |
800 | 87.63 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 3 |
812 | 87.63 | radiation | 1.0 | 270 | > th | dose independent | rect. | 13 | 20 |
827 | 87.64 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 20 | 3 |
834 | 87.65 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 13 | 6 |
848 | 87.67 | radiation | 1.0 | 270 | > th | dose independent | rect. | 14 | 5 |
859 | 87.67 | wind | 9.0 | 90 | < th | dose independent | rect. | 9 | 18 |
871 | 87.68 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 15 | 4 |
883 | 87.70 | humidity | 80.0 | 720 | < th | dose independent | rect. | 20 | 1 |
887 | 87.70 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 18 | 4 |
927 | 87.72 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 10 | 3 |
932 | 87.72 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 15 | 8 |
948 | 87.73 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 12 |
959 | 87.74 | radiation | 40.0 | 30 | < th | dose independent | rect. | 16 | 17 |
989 | 87.77 | wind | 1.0 | 90 | < th | dose independent | rect. | 4 | 4 |