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Os01g0293200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF860, plant 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 = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
141.21 | 0.558 | 6.8 | 2.48 | 2.26 | 2.21 | 0.532 | 1.24 | 0.546 | 20.5 | 8.787 | 272 | 5.17 | 9 |
142.3 | 0.556 | 6.79 | 2.42 | 2.27 | 2.26 | -0.102 | -- | 0.574 | 20.7 | 7.053 | 308 | 5.23 | 8.58 |
141.38 | 0.554 | 6.8 | 2.5 | 2.3 | 2.35 | -- | 1.08 | 0.586 | 20.7 | 6.876 | 302 | 5.18 | 8.8 |
142.1 | 0.555 | 6.8 | 2.44 | 2.3 | 2.21 | -- | -- | 0.555 | 20.7 | 7.348 | 320 | 5.17 | 8.39 |
153.92 | 0.578 | 6.7 | 2.53 | -- | 2.35 | -- | 1.29 | 0.596 | -- | -17.39 | 953 | 5.38 | 8.08 |
177.63 | 0.625 | 6.76 | 2.58 | 1.96 | -- | 0.728 | -- | 0.612 | 17.4 | -- | -- | -- | -- |
178.93 | 0.626 | 6.76 | 2.57 | 1.97 | -- | -- | -- | 0.615 | 17.4 | -- | -- | -- | -- |
154.52 | 0.579 | 6.7 | 2.46 | -- | 2.29 | -- | -- | 0.582 | -- | -17.96 | 979 | 5.37 | 7.71 |
290.92 | 0.794 | 6.87 | -- | 2.24 | 2.74 | -- | -- | 0.235 | 20.9 | 14.96 | 327 | 4.93 | 8.68 |
380.85 | 0.912 | 6.73 | 2.51 | -- | -- | -- | -- | 0.566 | -- | -- | -- | -- | -- |
353.52 | 0.88 | 6.82 | -- | 1.93 | -- | -- | -- | 0.328 | 17.4 | -- | -- | -- | -- |
293.1 | 0.797 | 6.81 | -- | -- | 2.43 | -- | -- | 0.14 | -- | 12.09 | 979 | 6.1 | 6.33 |
546.66 | 1.09 | 6.79 | -- | -- | -- | -- | -- | 0.288 | -- | -- | -- | -- | -- |
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 | 142.12 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 9 |
9 | 144.79 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 9 |
12 | 145.12 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 10 |
16 | 146.17 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 8 |
24 | 146.61 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 16 |
25 | 146.74 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 18 |
28 | 146.88 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 12 |
30 | 146.93 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 14 |
31 | 146.99 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 10 |
37 | 147.30 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 16 |
49 | 147.75 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 9 | 7 |
53 | 147.89 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 16 |
57 | 148.03 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 18 |
69 | 148.49 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 18 |
94 | 149.25 | temperature | 20.0 | 270 | > th | dose independent | rect. | 5 | 9 |
130 | 150.30 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 8 |
140 | 150.52 | wind | 7.0 | 270 | < th | dose independent | rect. | 6 | 8 |
148 | 150.76 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 1 | 9 |
153 | 150.79 | temperature | 25.0 | 90 | > th | dose independent | rect. | 24 | 15 |
159 | 150.86 | radiation | 20.0 | 10 | < th | dose independent | rect. | 4 | 19 |
160 | 150.86 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 19 |
162 | 150.91 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 8 | 19 |
164 | 150.95 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 8 |
171 | 151.08 | temperature | 25.0 | 90 | > th | dose independent | rect. | 4 | 11 |
188 | 151.31 | atmosphere | 1005.0 | 90 | > th | dose independent | rect. | 3 | 6 |
189 | 151.31 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 10 |
190 | 151.33 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 1 | 6 |
191 | 151.35 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 8 |
196 | 151.40 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 12 |
201 | 151.45 | temperature | 25.0 | 270 | < th | dose independent | sin | 6 | NA |
202 | 151.45 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 4 | 19 |
207 | 151.62 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 22 |
210 | 151.67 | wind | 7.0 | 90 | < th | dose independent | rect. | 9 | 18 |
249 | 152.21 | radiation | 40.0 | 270 | < th | dose independent | rect. | 14 | 16 |
266 | 152.42 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 14 | 16 |
270 | 152.45 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 20 | 17 |
271 | 152.46 | temperature | 25.0 | 270 | < th | dose independent | rect. | 3 | 2 |
278 | 152.54 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 4 | 5 |
295 | 152.72 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 8 |
296 | 152.72 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 8 |
300 | 152.74 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 8 |
302 | 152.74 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 1 | 18 |
314 | 152.82 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 18 |
316 | 152.83 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 14 | 16 |
317 | 152.83 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 19 |
323 | 152.91 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 22 | 17 |
327 | 152.93 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 8 |
328 | 152.93 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 8 |
329 | 152.93 | temperature | 10.0 | 270 | > th | dose independent | rect. | 14 | 16 |
330 | 152.93 | wind | 9.0 | 90 | < th | dose dependent | rect. | 9 | 18 |
334 | 152.95 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 7 |
342 | 153.00 | radiation | 20.0 | 270 | < th | dose independent | rect. | 1 | 8 |
349 | 153.03 | wind | 7.0 | 10 | < th | dose independent | rect. | 9 | 19 |
367 | 153.18 | wind | 7.0 | 270 | < th | dose independent | rect. | 6 | 19 |
369 | 153.19 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 3 | 2 |
374 | 153.22 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 24 | 16 |
375 | 153.23 | temperature | 25.0 | 90 | < th | dose independent | sin | 3 | NA |
377 | 153.25 | wind | 7.0 | 270 | < th | dose independent | rect. | 21 | 16 |
381 | 153.28 | wind | 9.0 | 270 | < th | dose independent | rect. | 14 | 16 |
400 | 153.35 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 13 | 8 |
405 | 153.37 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 20 | 20 |
410 | 153.39 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 4 | 12 |
427 | 153.45 | temperature | 25.0 | 90 | > th | dose independent | rect. | 8 | 7 |
429 | 153.46 | radiation | 30.0 | 90 | < th | dose independent | rect. | 3 | 6 |
434 | 153.48 | temperature | 15.0 | 90 | > th | dose independent | rect. | 9 | 18 |
467 | 153.63 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 9 | 18 |
468 | 153.63 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 9 | 18 |
472 | 153.66 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 18 |
483 | 153.69 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 16 |
484 | 153.69 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 16 |
487 | 153.72 | temperature | 25.0 | 270 | > th | dose independent | sin | 6 | NA |
494 | 153.77 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 6 |
497 | 153.77 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 6 |
506 | 153.83 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 2 |
507 | 153.83 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 2 |
510 | 153.84 | temperature | 25.0 | 90 | > th | dose independent | sin | 3 | NA |
529 | 153.95 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 13 | 7 |
531 | 153.97 | wind | 5.0 | 270 | < th | dose independent | rect. | 1 | 5 |
533 | 153.97 | radiation | 1.0 | 270 | > th | dose independent | rect. | 18 | 20 |
537 | 153.99 | radiation | 1.0 | 270 | < th | dose dependent | sin | 2 | NA |
543 | 154.03 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 8 |
548 | 154.05 | wind | 7.0 | 270 | < th | dose independent | rect. | 5 | 22 |
549 | 154.06 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 5 |
550 | 154.06 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 5 |
565 | 154.12 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 4 | 16 |
581 | 154.15 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 4 | 6 |
589 | 154.18 | temperature | 15.0 | 270 | > th | dose independent | rect. | 21 | 16 |
591 | 154.18 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 19 |
593 | 154.18 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 19 |
595 | 154.19 | wind | 7.0 | 10 | < th | dose dependent | rect. | 4 | 5 |
604 | 154.25 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 19 | 6 |
605 | 154.25 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 19 | 6 |
612 | 154.27 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 23 | 17 |
623 | 154.31 | wind | 5.0 | 270 | < th | dose independent | rect. | 3 | 2 |
630 | 154.35 | wind | 9.0 | 270 | < th | dose independent | rect. | 19 | 6 |
633 | 154.36 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 6 |
634 | 154.36 | temperature | 30.0 | 270 | < th | dose independent | rect. | 19 | 6 |
635 | 154.36 | humidity | 50.0 | 270 | > th | dose independent | rect. | 19 | 6 |
636 | 154.36 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 6 |
637 | 154.36 | radiation | 1.0 | 270 | < th | dose independent | rect. | 19 | 6 |
643 | 154.36 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 18 |
644 | 154.36 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 18 |
645 | 154.36 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 19 | 6 |
650 | 154.37 | wind | 9.0 | 90 | < th | dose dependent | rect. | 3 | 6 |
686 | 154.50 | wind | 7.0 | 90 | < th | dose independent | rect. | 3 | 6 |
688 | 154.50 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 6 |
690 | 154.50 | humidity | 50.0 | 90 | > th | dose independent | rect. | 3 | 6 |
691 | 154.50 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 6 |
692 | 154.50 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 3 | 6 |
694 | 154.50 | temperature | 15.0 | 270 | > th | dose independent | rect. | 6 | 19 |
700 | 154.52 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 18 |
702 | 154.52 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 18 |
726 | 154.60 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 9 |
730 | 154.63 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 8 |
735 | 154.63 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 8 |
743 | 154.66 | wind | 1.0 | 270 | > th | dose independent | rect. | 13 | 7 |
744 | 154.66 | humidity | 70.0 | 90 | > th | dose independent | rect. | 3 | 8 |
754 | 154.70 | temperature | 15.0 | 270 | > th | dose independent | rect. | 9 | 15 |
813 | 154.81 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 3 | 6 |
817 | 154.82 | temperature | 25.0 | 10 | > th | dose dependent | sin | 4 | NA |
820 | 154.83 | wind | 1.0 | 270 | > th | dose independent | rect. | 2 | 17 |
832 | 154.87 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 7 |
837 | 154.87 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 21 | 16 |
846 | 154.89 | temperature | 15.0 | 270 | > th | dose independent | rect. | 5 | 22 |
854 | 154.92 | wind | 1.0 | 270 | > th | dose independent | rect. | 11 | 10 |
859 | 154.93 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 6 |
867 | 154.95 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
873 | 154.97 | humidity | 70.0 | 270 | > th | dose independent | rect. | 1 | 9 |
881 | 154.99 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 5 |
884 | 154.99 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 5 |
887 | 154.99 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 5 |
888 | 154.99 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 5 |
889 | 154.99 | radiation | 20.0 | 270 | < th | dose independent | rect. | 1 | 5 |
916 | 155.05 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 21 | 6 |
929 | 155.09 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 22 |
930 | 155.09 | temperature | 30.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
944 | 155.09 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 22 |
955 | 155.13 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 7 |
965 | 155.15 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 6 |
973 | 155.18 | radiation | 30.0 | 10 | < th | dose independent | rect. | 4 | 5 |
976 | 155.18 | temperature | 15.0 | 270 | > th | dose independent | rect. | 11 | 10 |
981 | 155.19 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 18 |
983 | 155.19 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 15 | 18 |
996 | 155.22 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 2 |
999 | 155.22 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 2 |