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Os08g0310100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Ribosomal protein L15 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44.87 | 0.315 | 11.5 | 1.59 | 1.89 | 0.605 | 0.13 | 0.0296 | 0.308 | 17.6 | 24.36 | 544 | -- | -- |
44.87 | 0.312 | 11.5 | 1.59 | 1.89 | 0.603 | 0.123 | -- | 0.308 | 17.6 | 24.3 | 528 | -- | -- |
44.91 | 0.312 | 11.5 | 1.59 | 1.89 | 0.604 | -- | 0.00327 | 0.309 | 17.6 | 24.3 | 528 | -- | -- |
44.91 | 0.312 | 11.5 | 1.59 | 1.89 | 0.604 | -- | -- | 0.309 | 17.6 | 24.3 | 528 | -- | -- |
210.13 | 0.679 | 11.5 | 1.29 | -- | -1.02 | -- | -0.795 | 0.0368 | -- | 33.85 | 1261 | -- | -- |
50.1 | 0.332 | 11.5 | 1.43 | 1.85 | -- | 0.133 | -- | 0.194 | 17.5 | -- | -- | -- | -- |
50.14 | 0.332 | 11.5 | 1.43 | 1.85 | -- | -- | -- | 0.194 | 17.5 | -- | -- | -- | -- |
210.7 | 0.679 | 11.5 | 1.18 | -- | -1.07 | -- | -- | 0.00606 | -- | 39.36 | 1272 | -- | -- |
102.54 | 0.472 | 11.6 | -- | 1.74 | -0.403 | -- | -- | -0.0138 | 17.7 | 63.91 | 65 | -- | -- |
227.38 | 0.705 | 11.5 | 1.37 | -- | -- | -- | -- | 0.149 | -- | -- | -- | -- | -- |
104.37 | 0.478 | 11.5 | -- | 1.82 | -- | -- | -- | 0.0344 | 17.5 | -- | -- | -- | -- |
220.57 | 0.692 | 11.6 | -- | -- | -1.88 | -- | -- | -0.214 | -- | 102.7 | 269 | -- | -- |
277.15 | 0.777 | 11.5 | -- | -- | -- | -- | -- | -0.00316 | -- | -- | -- | -- | -- |
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 | 38.67 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 2 |
2 | 38.78 | wind | 5.0 | 270 | < th | dose independent | rect. | 3 | 2 |
4 | 39.15 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 3 | 5 |
5 | 39.22 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 22 |
9 | 39.45 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 2 |
10 | 39.45 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 2 |
12 | 39.49 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
13 | 39.53 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 22 |
15 | 39.53 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 22 |
16 | 39.54 | wind | 5.0 | 90 | < th | dose independent | rect. | 3 | 5 |
18 | 39.57 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 2 |
20 | 39.57 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 2 |
21 | 39.57 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 2 |
24 | 39.57 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 2 |
25 | 39.57 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 2 |
27 | 39.57 | radiation | 20.0 | 270 | < th | dose independent | rect. | 3 | 2 |
30 | 39.57 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 22 |
35 | 39.58 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 2 |
38 | 39.69 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 2 |
40 | 39.72 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 8 | 19 |
41 | 39.72 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 8 | 19 |
47 | 39.94 | wind | 9.0 | 90 | < th | dose independent | rect. | 8 | 19 |
48 | 39.96 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 9 | 19 |
50 | 39.99 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
52 | 40.04 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 5 |
53 | 40.04 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 2 |
54 | 40.04 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 5 |
57 | 40.08 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 1 | 6 |
60 | 40.13 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 5 |
62 | 40.13 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 5 |
63 | 40.13 | humidity | 50.0 | 90 | > th | dose independent | rect. | 3 | 5 |
65 | 40.13 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 5 |
66 | 40.13 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 3 | 5 |
67 | 40.13 | temperature | 10.0 | 90 | > th | dose independent | rect. | 8 | 19 |
69 | 40.16 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 5 |
71 | 40.19 | wind | 9.0 | 90 | < th | dose dependent | rect. | 3 | 5 |
74 | 40.25 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 3 | 6 |
84 | 40.36 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 4 | 1 |
95 | 40.44 | wind | 5.0 | 10 | < th | dose independent | rect. | 4 | 5 |
98 | 40.45 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 3 | 5 |
132 | 40.61 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 19 |
135 | 40.62 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 8 | 19 |
141 | 40.65 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 15 |
148 | 40.73 | wind | 9.0 | 10 | < th | dose dependent | rect. | 4 | 5 |
150 | 40.74 | wind | 7.0 | 270 | < th | dose independent | rect. | 6 | 20 |
165 | 40.79 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 4 | 5 |
167 | 40.79 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 4 | 5 |
170 | 40.80 | temperature | 10.0 | 10 | > th | dose independent | rect. | 4 | 5 |
172 | 40.80 | temperature | 30.0 | 10 | < th | dose independent | rect. | 4 | 5 |
173 | 40.80 | humidity | 50.0 | 10 | > th | dose independent | rect. | 4 | 5 |
175 | 40.80 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 4 | 5 |
176 | 40.80 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 4 | 5 |
177 | 40.80 | temperature | 10.0 | 10 | > th | dose independent | rect. | 9 | 19 |
180 | 40.80 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 4 | 4 |
221 | 40.94 | radiation | 40.0 | 10 | < th | dose independent | rect. | 4 | 5 |
278 | 41.12 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 9 | 19 |
282 | 41.14 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 5 |
320 | 41.18 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 3 | 5 |
330 | 41.23 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 11 |
332 | 41.24 | wind | 5.0 | 270 | < th | dose independent | rect. | 1 | 6 |
339 | 41.25 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 14 |
360 | 41.30 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 22 | 4 |
374 | 41.36 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
377 | 41.36 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
378 | 41.36 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 5 |
379 | 41.36 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 19 |
383 | 41.36 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
407 | 41.43 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 3 | 2 |
419 | 41.44 | wind | 9.0 | 90 | < th | dose dependent | rect. | 8 | 19 |
438 | 41.46 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 23 | 2 |
496 | 41.55 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 10 | 21 |
521 | 41.61 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 11 |
527 | 41.62 | wind | 9.0 | 1440 | < th | dose independent | rect. | 5 | 4 |
531 | 41.62 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 5 | 4 |
540 | 41.62 | temperature | 20.0 | 30 | > th | dose independent | rect. | 12 | 21 |
543 | 41.63 | temperature | 15.0 | 270 | > th | dose independent | rect. | 10 | 21 |
546 | 41.64 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 4 | 5 |
578 | 41.71 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 3 |
583 | 41.72 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 16 | 10 |
584 | 41.72 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 18 | 10 |
586 | 41.73 | temperature | 25.0 | 10 | > th | dose independent | rect. | 1 | 6 |
591 | 41.74 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 22 |
620 | 41.82 | atmosphere | 1005.0 | 90 | > th | dose independent | rect. | 3 | 5 |
665 | 41.88 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 11 |
679 | 41.91 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 6 |
684 | 41.91 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 6 |
695 | 41.93 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 13 | 19 |
708 | 41.95 | wind | 7.0 | 270 | < th | dose independent | rect. | 16 | 10 |
736 | 41.97 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 20 | 8 |
759 | 42.00 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 6 |
761 | 42.00 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 6 |
762 | 42.00 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 6 |
764 | 42.00 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 6 |
771 | 42.00 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 20 |
795 | 42.03 | temperature | 15.0 | 90 | > th | dose independent | rect. | 13 | 19 |
840 | 42.09 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 11 | 11 |
845 | 42.10 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 10 |
847 | 42.10 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 10 |
853 | 42.12 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 12 | 21 |
855 | 42.12 | wind | 9.0 | 270 | < th | dose dependent | rect. | 1 | 6 |
887 | 42.16 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 3 |
889 | 42.16 | radiation | 40.0 | 90 | < th | dose independent | rect. | 13 | 19 |
890 | 42.16 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 3 |
893 | 42.17 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 3 |
894 | 42.17 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 3 |
895 | 42.17 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 3 |
896 | 42.17 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 3 |
918 | 42.20 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 3 |
937 | 42.21 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 3 |
948 | 42.23 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 5 |
961 | 42.26 | temperature | 15.0 | 270 | > th | dose independent | rect. | 11 | 11 |
972 | 42.29 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 3 |
982 | 42.30 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 3 | 5 |
990 | 42.32 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 21 | 1 |