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Os11g0195800 |
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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
130.72 | 0.537 | 3.06 | -0.553 | 0.261 | 6.02 | -0.748 | -22.3 | -0.15 | 0.343 | 0.2648 | 97 | -- | -- |
134.33 | 0.544 | 3.11 | -0.666 | 0.276 | 0.326 | -0.685 | -- | -0.137 | 0.0916 | 8.057 | 27 | -- | -- |
132.92 | 0.537 | 3.06 | -0.536 | 0.263 | 6.01 | -- | -21.9 | -0.152 | 0.357 | 0.5 | 101 | -- | -- |
136.35 | 0.547 | 3.1 | -0.638 | 0.279 | 0.399 | -- | -- | -0.134 | 0.0994 | 8.447 | 58 | -- | -- |
137.09 | 0.545 | 3.05 | -0.525 | -- | 6 | -- | -22.1 | -0.145 | -- | 0.4996 | 105 | -- | -- |
134.44 | 0.544 | 3.11 | -0.671 | 0.274 | -- | -0.693 | -- | -0.137 | 0.0844 | -- | -- | -- | -- |
136.52 | 0.547 | 3.1 | -0.644 | 0.277 | -- | -- | -- | -0.133 | 0.0689 | -- | -- | -- | -- |
141.25 | 0.556 | 3.1 | -0.631 | -- | 0.311 | -- | -- | -0.13 | -- | 8.447 | 58 | -- | -- |
145.2 | 0.561 | 3.1 | -- | 0.268 | 0.352 | -- | -- | -0.102 | 0.182 | 8.136 | 2798 | -- | -- |
141.35 | 0.556 | 3.1 | -0.635 | -- | -- | -- | -- | -0.129 | -- | -- | -- | -- | -- |
147.44 | 0.568 | 3.09 | -- | 0.268 | -- | -- | -- | -0.0617 | 23.9 | -- | -- | -- | -- |
149.73 | 0.57 | 3.09 | -- | -- | 0.352 | -- | -- | -0.0966 | -- | 10.7 | 2798 | -- | -- |
151.98 | 0.575 | 3.08 | -- | -- | -- | -- | -- | -0.059 | -- | -- | -- | -- | -- |
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 | 121.51 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 17 | 2 |
2 | 121.94 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 16 | 4 |
13 | 125.27 | temperature | 25.0 | 90 | > th | dose independent | rect. | 2 | 1 |
14 | 125.33 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 2 | 1 |
15 | 125.37 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
16 | 125.38 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
17 | 125.45 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
19 | 125.46 | humidity | 80.0 | 30 | > th | dose independent | rect. | 2 | 1 |
25 | 125.50 | humidity | 80.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
26 | 125.51 | wind | 5.0 | 30 | < th | dose independent | rect. | 2 | 1 |
28 | 125.51 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
41 | 125.57 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
43 | 125.57 | temperature | 30.0 | 30 | < th | dose independent | rect. | 2 | 1 |
44 | 125.57 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
48 | 125.57 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
50 | 125.57 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
55 | 125.57 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
56 | 125.57 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
57 | 125.57 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
63 | 125.57 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
70 | 125.66 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
71 | 125.66 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
74 | 125.66 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
78 | 125.66 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
87 | 125.66 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
88 | 125.66 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
108 | 125.66 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
111 | 125.66 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
123 | 125.70 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
125 | 125.71 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
127 | 125.73 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
132 | 125.78 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
136 | 125.84 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
137 | 125.84 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
201 | 126.68 | atmosphere | 1005.0 | 270 | < th | dose dependent | rect. | 17 | 2 |
204 | 126.73 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
216 | 127.24 | wind | 1.0 | 10 | > th | dose independent | rect. | 20 | 23 |
217 | 127.24 | atmosphere | 1010.0 | 270 | < th | dose dependent | rect. | 16 | 4 |
221 | 127.37 | temperature | 20.0 | 10 | > th | dose independent | rect. | 19 | 1 |
236 | 127.80 | atmosphere | 1010.0 | 10 | < th | dose dependent | rect. | 19 | 1 |
243 | 127.93 | wind | 5.0 | 10 | < th | dose independent | rect. | 19 | 1 |
252 | 128.07 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 19 | 1 |
254 | 128.11 | atmosphere | 1000.0 | 10 | > th | dose dependent | rect. | 2 | 7 |
259 | 128.18 | atmosphere | 1010.0 | 10 | < th | dose dependent | rect. | 19 | 3 |
265 | 128.27 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 7 |
278 | 128.49 | wind | 1.0 | 10 | > th | dose independent | rect. | 22 | 21 |
282 | 128.54 | humidity | 50.0 | 30 | > th | dose independent | rect. | 3 | 23 |
286 | 128.64 | wind | 7.0 | 90 | > th | dose dependent | rect. | 21 | 3 |
300 | 128.78 | wind | 7.0 | 90 | > th | dose independent | rect. | 20 | 4 |
314 | 128.93 | wind | 7.0 | 30 | > th | dose dependent | rect. | 19 | 10 |
319 | 128.96 | wind | 5.0 | 270 | > th | dose independent | rect. | 17 | 1 |
324 | 129.01 | wind | 7.0 | 30 | > th | dose independent | rect. | 20 | 9 |
339 | 129.06 | wind | 7.0 | 90 | > th | dose independent | rect. | 21 | 1 |
345 | 129.09 | wind | 7.0 | 30 | > th | dose dependent | rect. | 21 | 8 |
355 | 129.11 | radiation | 1.0 | 270 | > th | dose independent | rect. | 18 | 11 |
374 | 129.14 | temperature | 30.0 | 30 | < th | dose independent | rect. | 3 | 23 |
438 | 129.28 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 21 | 1 |
442 | 129.28 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 21 | 1 |
444 | 129.28 | humidity | 80.0 | 10 | < th | dose dependent | rect. | 19 | 4 |
445 | 129.29 | wind | 3.0 | 10 | < th | dose independent | rect. | 22 | 4 |
446 | 129.29 | wind | 3.0 | 10 | < th | dose independent | rect. | 20 | 6 |
456 | 129.32 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 20 | 6 |
465 | 129.37 | humidity | 80.0 | 10 | < th | dose dependent | rect. | 19 | 11 |
468 | 129.39 | wind | 9.0 | 10 | < th | dose dependent | rect. | 19 | 1 |
471 | 129.40 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 14 | 7 |
486 | 129.46 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 1 | 5 |
496 | 129.54 | wind | 3.0 | 10 | > th | dose independent | rect. | 19 | 1 |
507 | 129.55 | wind | 1.0 | 10 | > th | dose independent | rect. | 22 | 8 |
508 | 129.55 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 22 | 4 |
521 | 129.60 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 19 | 1 |
530 | 129.63 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 17 | 3 |
536 | 129.64 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 20 | 6 |
559 | 129.68 | wind | 1.0 | 10 | > th | dose independent | rect. | 20 | 10 |
593 | 129.75 | wind | 5.0 | 30 | < th | dose dependent | rect. | 20 | 6 |
602 | 129.78 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 18 | 13 |
603 | 129.79 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 19 | 1 |
604 | 129.79 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 18 | 2 |
605 | 129.79 | humidity | 80.0 | 30 | > th | dose independent | rect. | 20 | 6 |
606 | 129.79 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 19 | 1 |
611 | 129.80 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 2 | 1 |
616 | 129.82 | temperature | 10.0 | 10 | > th | dose independent | rect. | 19 | 1 |
618 | 129.82 | temperature | 30.0 | 10 | < th | dose independent | rect. | 19 | 1 |
619 | 129.82 | humidity | 50.0 | 10 | > th | dose independent | rect. | 19 | 1 |
621 | 129.82 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 19 | 1 |
624 | 129.82 | radiation | 1.0 | 10 | < th | dose independent | rect. | 19 | 1 |
630 | 129.82 | temperature | 25.0 | 10 | < th | dose independent | rect. | 16 | 17 |
631 | 129.82 | temperature | 10.0 | 10 | > th | dose independent | rect. | 20 | 23 |
632 | 129.82 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 19 | 1 |
641 | 129.83 | wind | 9.0 | 10 | < th | dose independent | rect. | 20 | 23 |
647 | 129.84 | wind | 5.0 | 30 | < th | dose dependent | rect. | 22 | 4 |
652 | 129.86 | atmosphere | 995.0 | 720 | > th | dose dependent | rect. | 14 | 1 |
658 | 129.89 | wind | 9.0 | 1440 | < th | dose independent | rect. | 23 | 4 |
665 | 129.89 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 18 | 6 |
681 | 129.92 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 20 | 23 |
684 | 129.92 | wind | 9.0 | 30 | < th | dose dependent | rect. | 14 | 12 |
686 | 129.92 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 20 | 23 |
698 | 129.96 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 20 | 9 |
709 | 130.01 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 22 | 5 |
711 | 130.01 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 22 | 8 |
717 | 130.03 | humidity | 90.0 | 10 | < th | dose independent | rect. | 19 | 1 |
720 | 130.03 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 20 | 9 |
721 | 130.04 | precipitation | 0.1 | 90 | > th | dose independent | sin | 14 | NA |
722 | 130.04 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 23 |
730 | 130.06 | precipitation | 0.1 | 90 | < th | dose independent | sin | 14 | NA |
733 | 130.06 | precipitation | 0.1 | 90 | < th | dose dependent | sin | 14 | NA |
759 | 130.10 | temperature | 30.0 | 720 | > th | dose independent | rect. | 13 | 1 |
760 | 130.10 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 18 | 11 |
761 | 130.10 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 18 |
762 | 130.10 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 20 | 23 |
767 | 130.10 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 2 | 18 |
772 | 130.12 | wind | 9.0 | 720 | > th | dose independent | rect. | 18 | 1 |
774 | 130.12 | wind | 1.0 | 10 | > th | dose independent | rect. | 22 | 14 |
777 | 130.13 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 22 | 5 |
778 | 130.13 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 15 | 7 |
790 | 130.15 | atmosphere | 1000.0 | 270 | > th | dose dependent | rect. | 23 | 9 |
793 | 130.16 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 22 | 8 |
809 | 130.17 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 20 | 6 |
820 | 130.20 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 6 |
823 | 130.20 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 6 |
827 | 130.20 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 21 | 6 |
833 | 130.20 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 6 |
834 | 130.20 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 21 | 6 |
854 | 130.20 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 18 |
857 | 130.20 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 18 |
859 | 130.20 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 21 | 6 |
864 | 130.20 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 18 |
865 | 130.21 | wind | 9.0 | 30 | < th | dose independent | rect. | 2 | 18 |
876 | 130.22 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 20 | 15 |
896 | 130.26 | atmosphere | 1005.0 | 720 | > th | dose dependent | rect. | 11 | 4 |
904 | 130.27 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 2 | 18 |
906 | 130.28 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 10 | 12 |
913 | 130.29 | temperature | 10.0 | 30 | > th | dose independent | rect. | 20 | 6 |
914 | 130.29 | temperature | 30.0 | 30 | < th | dose independent | rect. | 20 | 6 |
915 | 130.29 | humidity | 50.0 | 30 | > th | dose independent | rect. | 20 | 6 |
918 | 130.29 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 20 | 6 |
919 | 130.29 | radiation | 1.0 | 30 | < th | dose independent | rect. | 20 | 6 |
926 | 130.29 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 18 |
928 | 130.29 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 2 | 18 |
929 | 130.29 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 20 |
933 | 130.29 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 20 | 6 |
950 | 130.31 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 2 | 20 |
954 | 130.31 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 2 | 20 |
958 | 130.32 | humidity | 70.0 | 10 | < th | dose independent | rect. | 19 | 1 |
965 | 130.32 | wind | 9.0 | 30 | < th | dose independent | rect. | 20 | 6 |
985 | 130.33 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 6 |
997 | 130.34 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 20 | 21 |