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Os08g0357000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF151 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 = temperature,
response mode = < th, dose dependency = dose independent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
169.92 | 0.612 | 11.8 | -1.16 | 4.19 | -1.02 | 0.506 | 2.81 | -0.0237 | 16.9 | 19.7 | 748 | 1.12 | -- |
188.85 | 0.64 | 11.8 | -0.806 | 4.19 | -1.32 | 0.53 | -- | 0.0347 | 17 | 19.2 | 777 | 1.37 | -- |
170.48 | 0.608 | 11.8 | -1.17 | 4.19 | -1.02 | -- | 2.86 | -0.0207 | 16.9 | 19.7 | 770 | 1.12 | -- |
187.74 | 0.638 | 11.7 | -0.747 | 4.17 | -1.48 | -- | -- | 0.0789 | 16.9 | 19.3 | 722 | 1.28e-06 | -- |
219.88 | 0.691 | 11.6 | -0.367 | -- | -4.21 | -- | -0.491 | 0.217 | -- | 57.84 | 111 | 1.79 | -- |
219.25 | 0.694 | 11.7 | -0.416 | 4.17 | -- | 0.752 | -- | 0.265 | 17.1 | -- | -- | -- | -- |
220.67 | 0.696 | 11.7 | -0.416 | 4.18 | -- | -- | -- | 0.268 | 17.1 | -- | -- | -- | -- |
220.67 | 0.692 | 11.6 | -0.416 | -- | -4.18 | -- | -- | 0.268 | -- | 54.68 | 122 | 1.89 | -- |
201.87 | 0.662 | 11.7 | -- | 4.17 | -1.21 | -- | -- | 0.194 | 16.9 | 19.4 | 660 | 1.66e-06 | -- |
1135.94 | 1.57 | 11.6 | -0.565 | -- | -- | -- | -- | 0.162 | -- | -- | -- | -- | -- |
225.24 | 0.702 | 11.7 | -- | 4.19 | -- | -- | -- | 0.314 | 17.1 | -- | -- | -- | -- |
225.24 | 0.699 | 11.6 | -- | -- | -4.19 | -- | -- | 0.314 | -- | 69.09 | 113 | 1.82 | -- |
1144.36 | 1.58 | 11.6 | -- | -- | -- | -- | -- | 0.225 | -- | -- | -- | -- | -- |
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 | 163.55 | temperature | 20.0 | 720 | < th | dose independent | rect. | 24 | 7 |
2 | 163.56 | temperature | 20.0 | 720 | < th | dose independent | rect. | 24 | 9 |
16 | 166.12 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 3 | 2 |
17 | 166.13 | temperature | 20.0 | 720 | > th | dose independent | rect. | 5 | 4 |
23 | 166.99 | temperature | 20.0 | 720 | < th | dose independent | rect. | 5 | 2 |
41 | 168.14 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 3 | 2 |
44 | 168.56 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 5 | 4 |
77 | 169.98 | temperature | 20.0 | 720 | > th | dose independent | rect. | 6 | 1 |
85 | 170.33 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 6 | 22 |
107 | 171.15 | temperature | 20.0 | 270 | > th | dose independent | rect. | 5 | 12 |
111 | 171.20 | temperature | 20.0 | 720 | < th | dose independent | sin | 7 | NA |
161 | 173.84 | radiation | 20.0 | 90 | < th | dose independent | rect. | 6 | 21 |
223 | 175.90 | radiation | 40.0 | 10 | < th | dose independent | rect. | 6 | 22 |
225 | 175.93 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 9 |
237 | 176.36 | radiation | 20.0 | 10 | < th | dose independent | rect. | 6 | 22 |
244 | 176.61 | temperature | 20.0 | 720 | > th | dose independent | rect. | 23 | 10 |
250 | 176.74 | radiation | 40.0 | 720 | < th | dose independent | rect. | 5 | 4 |
252 | 176.97 | temperature | 25.0 | 720 | < th | dose dependent | sin | 7 | NA |
257 | 177.17 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 18 | 3 |
263 | 177.34 | temperature | 20.0 | 10 | > th | dose independent | rect. | 6 | 14 |
281 | 177.73 | radiation | 40.0 | 720 | < th | dose independent | rect. | 21 | 12 |
285 | 177.86 | temperature | 15.0 | 90 | > th | dose independent | rect. | 19 | 11 |
304 | 178.20 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 20 | 10 |
318 | 178.59 | temperature | 15.0 | 720 | > th | dose independent | rect. | 17 | 4 |
350 | 179.39 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 7 | 1 |
371 | 179.74 | radiation | 1.0 | 720 | > th | dose dependent | rect. | 11 | 1 |
376 | 179.91 | radiation | 40.0 | 720 | < th | dose independent | rect. | 23 | 10 |
382 | 180.10 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 21 | 3 |
385 | 180.18 | temperature | 15.0 | 10 | > th | dose independent | rect. | 20 | 10 |
389 | 180.22 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 20 | 11 |
401 | 180.53 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 14 |
416 | 180.86 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 12 |
463 | 181.59 | wind | 9.0 | 90 | < th | dose independent | rect. | 6 | 13 |
478 | 181.86 | radiation | 1.0 | 720 | > th | dose independent | rect. | 9 | 6 |
485 | 181.91 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 19 | 11 |
486 | 181.91 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 19 | 11 |
514 | 182.31 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 20 | 10 |
515 | 182.38 | radiation | 10.0 | 720 | > th | dose independent | rect. | 11 | 1 |
521 | 182.47 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 6 | 13 |
522 | 182.47 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 6 | 13 |
525 | 182.56 | wind | 1.0 | 720 | > th | dose independent | rect. | 17 | 4 |
530 | 182.62 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 23 | 10 |
535 | 182.69 | wind | 9.0 | 720 | < th | dose independent | rect. | 17 | 4 |
538 | 182.74 | wind | 9.0 | 90 | < th | dose independent | rect. | 19 | 11 |
540 | 182.74 | temperature | 30.0 | 90 | < th | dose independent | rect. | 19 | 11 |
541 | 182.74 | humidity | 50.0 | 90 | > th | dose independent | rect. | 19 | 11 |
543 | 182.74 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 19 | 11 |
544 | 182.74 | radiation | 20.0 | 90 | < th | dose independent | rect. | 19 | 11 |
548 | 182.74 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 6 | 13 |
558 | 182.84 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 17 | 4 |
560 | 182.84 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 17 | 4 |
574 | 183.15 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 17 | 4 |
587 | 183.28 | wind | 9.0 | 720 | < th | dose independent | rect. | 5 | 4 |
589 | 183.28 | humidity | 50.0 | 720 | > th | dose independent | rect. | 5 | 4 |
590 | 183.28 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 5 | 4 |
591 | 183.28 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 5 | 4 |
592 | 183.28 | temperature | 10.0 | 720 | > th | dose independent | rect. | 9 | 20 |
596 | 183.31 | radiation | 20.0 | 720 | < th | dose independent | rect. | 17 | 4 |
597 | 183.32 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 5 | 4 |
598 | 183.32 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 5 | 4 |
603 | 183.37 | temperature | 10.0 | 720 | > th | dose independent | rect. | 21 | 20 |
608 | 183.44 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 24 | 6 |
613 | 183.52 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 9 | 12 |
615 | 183.53 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 20 | 10 |
616 | 183.53 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 20 | 10 |
635 | 183.67 | temperature | 10.0 | 720 | > th | dose independent | rect. | 9 | 12 |
636 | 183.67 | temperature | 10.0 | 720 | > th | dose independent | rect. | 21 | 12 |
637 | 183.67 | humidity | 50.0 | 720 | > th | dose independent | rect. | 21 | 12 |
638 | 183.67 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 21 | 12 |
643 | 183.74 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 12 |
644 | 183.74 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 12 |
645 | 183.75 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 19 | 11 |
647 | 183.77 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 1 | 8 |
672 | 184.02 | wind | 9.0 | 720 | < th | dose independent | rect. | 21 | 12 |
673 | 184.03 | radiation | 10.0 | 270 | < th | dose independent | rect. | 17 | 12 |
676 | 184.05 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 14 |
677 | 184.05 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 14 |
679 | 184.08 | wind | 9.0 | 10 | < th | dose independent | rect. | 6 | 14 |
699 | 184.23 | wind | 9.0 | 720 | < th | dose independent | rect. | 17 | 13 |
721 | 184.42 | temperature | 20.0 | 720 | > th | dose independent | rect. | 23 | 18 |
741 | 184.58 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 17 | 12 |
745 | 184.60 | humidity | 50.0 | 720 | > th | dose independent | rect. | 18 | 3 |
750 | 184.60 | temperature | 30.0 | 10 | < th | dose independent | rect. | 20 | 10 |
751 | 184.60 | humidity | 50.0 | 10 | > th | dose independent | rect. | 20 | 10 |
754 | 184.60 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 20 | 10 |
755 | 184.60 | radiation | 20.0 | 10 | < th | dose independent | rect. | 20 | 10 |
758 | 184.60 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 9 | 12 |
759 | 184.60 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 6 | 13 |
760 | 184.60 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 14 |
762 | 184.60 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 14 |
764 | 184.60 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 9 | 12 |
765 | 184.61 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 24 | 6 |
766 | 184.61 | wind | 9.0 | 10 | < th | dose independent | rect. | 20 | 10 |
767 | 184.61 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 24 | 6 |
795 | 184.82 | wind | 9.0 | 720 | < th | dose independent | rect. | 18 | 11 |
807 | 184.90 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 6 | 11 |
814 | 184.92 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 12 |
815 | 184.93 | wind | 7.0 | 720 | < th | dose independent | rect. | 24 | 6 |
821 | 185.00 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 18 | 3 |
826 | 185.07 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 11 | 12 |
831 | 185.11 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 24 | 9 |
842 | 185.13 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 5 | 13 |
869 | 185.27 | temperature | 20.0 | 720 | > th | dose independent | sin | 7 | NA |
922 | 185.66 | temperature | 10.0 | 720 | > th | dose independent | rect. | 24 | 6 |
923 | 185.66 | temperature | 30.0 | 720 | < th | dose independent | rect. | 24 | 6 |
924 | 185.66 | humidity | 50.0 | 720 | > th | dose independent | rect. | 24 | 6 |
927 | 185.66 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 24 | 6 |
928 | 185.66 | radiation | 20.0 | 720 | < th | dose independent | rect. | 24 | 6 |
931 | 185.66 | temperature | 10.0 | 720 | > th | dose independent | rect. | 6 | 18 |
937 | 185.70 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 10 |
940 | 185.70 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 10 |
944 | 185.70 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 21 | 10 |
949 | 185.70 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 10 |
954 | 185.70 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 14 |
960 | 185.75 | wind | 9.0 | 720 | < th | dose independent | rect. | 9 | 20 |
962 | 185.77 | wind | 9.0 | 720 | < th | dose independent | rect. | 9 | 12 |
965 | 185.79 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 18 | 3 |
981 | 185.96 | temperature | 10.0 | 720 | > th | dose independent | rect. | 12 | 6 |
982 | 185.96 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 12 | 6 |
983 | 185.96 | temperature | 10.0 | 720 | > th | dose independent | rect. | 18 | 18 |
1000 | 186.04 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 6 | 5 |