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Os05g0420200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF179 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54.87 | 0.348 | 11.8 | -0.0315 | 0.726 | -0.881 | -0.015 | 1.92 | -0.457 | 21 | 90.62 | 272 | -- | -- |
60.72 | 0.363 | 11.8 | 0.0194 | 0.713 | -0.764 | -0.295 | -- | -0.434 | 20.9 | 90 | 300 | -- | -- |
54.87 | 0.345 | 11.8 | -0.031 | 0.726 | -0.882 | -- | 1.93 | -0.457 | 21 | 90.64 | 271 | -- | -- |
60.9 | 0.363 | 11.8 | 0.0322 | 0.702 | -0.784 | -- | -- | -0.439 | 21.2 | 89.69 | 300 | -- | -- |
77.51 | 0.41 | 11.8 | 0.00754 | -- | -1.14 | -- | 0.953 | -0.506 | -- | 85 | 473 | -- | -- |
71.02 | 0.395 | 11.8 | -0.0666 | 0.938 | -- | -0.592 | -- | -0.314 | 19.8 | -- | -- | -- | -- |
71.92 | 0.397 | 11.8 | -0.0532 | 0.936 | -- | -- | -- | -0.316 | 19.9 | -- | -- | -- | -- |
79.58 | 0.415 | 11.8 | 0.081 | -- | -1.14 | -- | -- | -0.492 | -- | 85 | 492 | -- | -- |
60.93 | 0.364 | 11.8 | -- | 0.703 | -0.78 | -- | -- | -0.441 | 21.2 | 89.72 | 300 | -- | -- |
119.6 | 0.511 | 11.7 | -0.0632 | -- | -- | -- | -- | -0.328 | -- | -- | -- | -- | -- |
71.99 | 0.397 | 11.8 | -- | 0.936 | -- | -- | -- | -0.31 | 19.9 | -- | -- | -- | -- |
79.75 | 0.416 | 11.8 | -- | -- | -1.14 | -- | -- | -0.501 | -- | 85 | 495 | -- | -- |
119.7 | 0.511 | 11.7 | -- | -- | -- | -- | -- | -0.321 | -- | -- | -- | -- | -- |
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 | 53.20 | temperature | 25.0 | 270 | < th | dose independent | rect. | 23 | 8 |
2 | 53.32 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 6 |
5 | 54.06 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 18 | 16 |
14 | 54.28 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 17 | 14 |
40 | 54.61 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 2 | 23 |
69 | 54.78 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 9 | 23 |
73 | 54.80 | humidity | 90.0 | 270 | > th | dose dependent | sin | 8 | NA |
74 | 54.82 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 23 | 6 |
96 | 54.98 | humidity | 90.0 | 270 | > th | dose dependent | no | NA | NA |
107 | 55.07 | humidity | 90.0 | 270 | > th | dose independent | sin | 8 | NA |
113 | 55.09 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 23 | 23 |
114 | 55.10 | temperature | 25.0 | 270 | < th | dose independent | rect. | 3 | 3 |
124 | 55.17 | temperature | 25.0 | 270 | < th | dose independent | rect. | 17 | 14 |
136 | 55.42 | temperature | 25.0 | 270 | > th | dose independent | rect. | 22 | 7 |
153 | 55.73 | humidity | 50.0 | 10 | > th | dose independent | rect. | 5 | 18 |
161 | 55.82 | wind | 5.0 | 10 | < th | dose independent | rect. | 23 | 6 |
173 | 55.92 | humidity | 90.0 | 270 | > th | dose independent | rect. | 20 | 13 |
179 | 55.98 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 23 | 6 |
180 | 55.98 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 23 | 6 |
181 | 55.99 | wind | 9.0 | 10 | < th | dose dependent | rect. | 23 | 6 |
185 | 56.00 | wind | 5.0 | 270 | < th | dose independent | rect. | 23 | 2 |
192 | 56.02 | humidity | 90.0 | 270 | > th | dose independent | rect. | 23 | 10 |
209 | 56.12 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 5 | 18 |
210 | 56.12 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 5 | 18 |
215 | 56.15 | temperature | 10.0 | 10 | > th | dose independent | rect. | 23 | 6 |
216 | 56.15 | temperature | 30.0 | 10 | < th | dose independent | rect. | 23 | 6 |
217 | 56.15 | humidity | 50.0 | 10 | > th | dose independent | rect. | 23 | 6 |
220 | 56.15 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 23 | 6 |
221 | 56.15 | radiation | 1.0 | 10 | < th | dose independent | rect. | 23 | 6 |
226 | 56.15 | temperature | 10.0 | 10 | > th | dose independent | rect. | 5 | 18 |
228 | 56.15 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 5 | 18 |
229 | 56.15 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 23 | 6 |
233 | 56.16 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 23 | 6 |
240 | 56.22 | wind | 5.0 | 270 | < th | dose independent | rect. | 21 | 6 |
254 | 56.29 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 24 | 5 |
256 | 56.30 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 23 |
257 | 56.30 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 5 | 5 |
258 | 56.30 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 23 |
262 | 56.33 | wind | 5.0 | 270 | < th | dose independent | rect. | 11 | 15 |
263 | 56.33 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 5 | 5 |
272 | 56.37 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 5 | 18 |
296 | 56.40 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 23 | 2 |
329 | 56.47 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 3 | 4 |
338 | 56.51 | humidity | 90.0 | 270 | < th | dose independent | rect. | 22 | 16 |
361 | 56.61 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 5 | 18 |
363 | 56.61 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 5 | 8 |
392 | 56.70 | humidity | 90.0 | 270 | > th | dose independent | rect. | 1 | 8 |
401 | 56.71 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 9 |
410 | 56.77 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 9 |
412 | 56.79 | humidity | 90.0 | 270 | > th | dose independent | rect. | 3 | 4 |
413 | 56.79 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 6 |
416 | 56.82 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 5 | 10 |
432 | 56.95 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 1 | 8 |
437 | 56.98 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 23 |
442 | 57.00 | wind | 9.0 | 10 | < th | dose dependent | rect. | 11 | 18 |
451 | 57.02 | wind | 9.0 | 90 | < th | dose dependent | rect. | 11 | 17 |
477 | 57.10 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 21 | 6 |
492 | 57.16 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 23 | 6 |
494 | 57.17 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 23 | 6 |
497 | 57.19 | radiation | 1.0 | 10 | < th | dose dependent | sin | 9 | NA |
507 | 57.22 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 16 | 15 |
512 | 57.26 | wind | 9.0 | 30 | < th | dose independent | rect. | 5 | 18 |
525 | 57.33 | radiation | 1.0 | 720 | > th | dose independent | rect. | 15 | 3 |
527 | 57.33 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 21 |
529 | 57.34 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 5 | 1 |
541 | 57.38 | radiation | 1.0 | 270 | > th | dose independent | sin | 1 | NA |
545 | 57.38 | wind | 9.0 | 270 | < th | dose dependent | rect. | 20 | 7 |
550 | 57.40 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
553 | 57.41 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 16 |
558 | 57.44 | wind | 1.0 | 270 | > th | dose independent | rect. | 23 | 2 |
564 | 57.46 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 24 | 8 |
565 | 57.46 | temperature | 15.0 | 270 | > th | dose independent | rect. | 7 | 9 |
577 | 57.49 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 20 |
580 | 57.49 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 20 |
582 | 57.50 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 2 |
583 | 57.50 | humidity | 50.0 | 270 | > th | dose independent | rect. | 16 | 15 |
585 | 57.50 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 2 |
589 | 57.51 | radiation | 20.0 | 270 | < th | dose independent | rect. | 16 | 15 |
599 | 57.53 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 2 | 11 |
605 | 57.55 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 23 | 13 |
610 | 57.56 | wind | 9.0 | 270 | < th | dose dependent | rect. | 23 | 2 |
616 | 57.58 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 16 | 15 |
621 | 57.60 | temperature | 25.0 | 270 | < th | dose independent | sin | 10 | NA |
626 | 57.61 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 2 |
627 | 57.61 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 2 |
628 | 57.61 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 2 |
631 | 57.61 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 23 | 2 |
632 | 57.61 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 2 |
640 | 57.61 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 22 |
642 | 57.61 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 23 | 2 |
658 | 57.64 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 23 | 2 |
677 | 57.70 | wind | 5.0 | 30 | < th | dose independent | rect. | 15 | 14 |
681 | 57.71 | radiation | 1.0 | 720 | < th | dose independent | rect. | 14 | 9 |
697 | 57.75 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 9 |
699 | 57.75 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 9 |
726 | 57.79 | humidity | 90.0 | 270 | > th | dose independent | rect. | 12 | 22 |
740 | 57.84 | wind | 1.0 | 90 | > th | dose independent | rect. | 23 | 6 |
743 | 57.84 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 9 |
744 | 57.84 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 15 |
768 | 57.88 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 23 | 6 |
771 | 57.88 | wind | 5.0 | 30 | < th | dose independent | rect. | 13 | 16 |
786 | 57.90 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 2 | 13 |
797 | 57.93 | wind | 5.0 | 270 | < th | dose independent | rect. | 13 | 13 |
803 | 57.94 | wind | 9.0 | 10 | < th | dose dependent | rect. | 15 | 14 |
815 | 57.97 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 5 | 1 |
827 | 57.98 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 20 |
828 | 57.98 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 5 | 4 |
851 | 58.04 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 23 | 2 |
862 | 58.06 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 21 | 6 |
867 | 58.06 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 21 | 6 |
873 | 58.07 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 3 | 4 |
889 | 58.10 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 5 | 14 |
895 | 58.12 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 5 | 1 |
904 | 58.13 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 23 | 6 |
906 | 58.14 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 3 | 3 |
913 | 58.15 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 23 | 6 |
914 | 58.15 | wind | 9.0 | 270 | < th | dose independent | rect. | 16 | 15 |
919 | 58.16 | radiation | 1.0 | 10 | < th | dose independent | sin | 9 | NA |
922 | 58.16 | wind | 7.0 | 90 | < th | dose dependent | rect. | 13 | 15 |
933 | 58.19 | radiation | 20.0 | 270 | < th | dose independent | rect. | 3 | 4 |
943 | 58.20 | humidity | 70.0 | 270 | > th | dose independent | rect. | 3 | 4 |
950 | 58.21 | temperature | 10.0 | 270 | > th | dose independent | rect. | 21 | 6 |
951 | 58.21 | temperature | 30.0 | 270 | < th | dose independent | rect. | 21 | 6 |
952 | 58.21 | humidity | 50.0 | 270 | > th | dose independent | rect. | 21 | 6 |
955 | 58.21 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 21 | 6 |
956 | 58.21 | radiation | 1.0 | 270 | < th | dose independent | rect. | 21 | 6 |
969 | 58.21 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 21 | 6 |
984 | 58.23 | wind | 7.0 | 90 | < th | dose dependent | rect. | 15 | 13 |
987 | 58.24 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 9 |
990 | 58.24 | wind | 5.0 | 10 | < th | dose independent | rect. | 11 | 18 |
997 | 58.24 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 5 | 18 |