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Os06g0610100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Storage protein precursor.
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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 = atmosphere,
response mode = > th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
65.38 | 0.38 | 3.03 | 0.126 | 0.107 | 0.0106 | -0.0515 | -1.23 | 0.0878 | 6.54 | 1000 | 1610 | -- | -- |
65.62 | 0.377 | 3.04 | 0.0724 | 0.111 | -0.229 | -0.0665 | -- | 0.0918 | 6.4 | 999 | 2214 | -- | -- |
65.39 | 0.377 | 3.03 | 0.124 | 0.107 | 0.00377 | -- | -1.2 | 0.088 | 6.63 | 1000 | 1655 | -- | -- |
65.62 | 0.377 | 3.04 | 0.0664 | 0.106 | -0.231 | -- | -- | 0.0925 | 6.44 | 999.1 | 2226 | -- | -- |
65.95 | 0.378 | 3.04 | 0.102 | -- | -0.0872 | -- | -0.782 | 0.0916 | -- | 1000 | 2598 | -- | -- |
66.43 | 0.382 | 3.05 | 0.0953 | 0.105 | -- | -0.0644 | -- | 0.0779 | 6.41 | -- | -- | -- | -- |
66.44 | 0.382 | 3.04 | 0.0945 | 0.105 | -- | -- | -- | 0.0782 | 6.54 | -- | -- | -- | -- |
66.21 | 0.379 | 3.04 | 0.0686 | -- | -0.229 | -- | -- | 0.0937 | -- | 999.1 | 2226 | -- | -- |
65.73 | 0.378 | 3.04 | -- | 0.108 | -0.246 | -- | -- | 0.0855 | 6.41 | 999.1 | 2226 | -- | -- |
67.01 | 0.383 | 3.05 | 0.0971 | -- | -- | -- | -- | 0.0803 | -- | -- | -- | -- | -- |
66.67 | 0.382 | 3.05 | -- | 0.106 | -- | -- | -- | 0.0676 | 6.49 | -- | -- | -- | -- |
66.34 | 0.379 | 3.05 | -- | -- | -0.241 | -- | -- | 0.0865 | -- | 999.2 | 2226 | -- | -- |
67.26 | 0.383 | 3.05 | -- | -- | -- | -- | -- | 0.0696 | -- | -- | -- | -- | -- |
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 | 60.53 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 23 | 1 |
2 | 60.55 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 23 | 23 |
9 | 60.76 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
10 | 60.77 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 22 | 1 |
13 | 60.78 | wind | 1.0 | 30 | > th | dose independent | rect. | 22 | 1 |
14 | 60.78 | wind | 5.0 | 30 | < th | dose independent | rect. | 22 | 1 |
17 | 60.78 | temperature | 10.0 | 30 | > th | dose independent | rect. | 22 | 1 |
19 | 60.78 | temperature | 30.0 | 30 | < th | dose independent | rect. | 22 | 1 |
20 | 60.78 | humidity | 50.0 | 30 | > th | dose independent | rect. | 22 | 1 |
23 | 60.78 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 22 | 1 |
24 | 60.78 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 22 | 1 |
26 | 60.78 | radiation | 1.0 | 30 | < th | dose independent | rect. | 22 | 1 |
31 | 60.78 | temperature | 10.0 | 30 | > th | dose independent | rect. | 23 | 23 |
32 | 60.78 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
34 | 60.78 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
39 | 60.79 | humidity | 90.0 | 30 | < th | dose independent | rect. | 22 | 1 |
41 | 60.79 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 22 | 1 |
42 | 60.79 | wind | 7.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
44 | 60.79 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
50 | 60.79 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
51 | 60.79 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 22 | 1 |
53 | 60.80 | wind | 9.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
54 | 60.80 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
57 | 60.80 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
62 | 60.80 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
72 | 60.80 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
73 | 60.80 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
93 | 60.80 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 24 | 23 |
97 | 60.80 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
98 | 60.80 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
99 | 60.80 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
100 | 60.80 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 23 | 1 |
110 | 60.81 | temperature | 25.0 | 30 | > th | dose independent | rect. | 22 | 1 |
119 | 60.82 | wind | 1.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
146 | 60.84 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 23 | 23 |
154 | 60.84 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 23 | 23 |
174 | 61.09 | wind | 9.0 | 30 | < th | dose independent | rect. | 23 | 23 |
192 | 61.99 | humidity | 50.0 | 30 | > th | dose independent | rect. | 23 | 23 |
195 | 62.08 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 23 | 1 |
196 | 62.08 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 23 | 1 |
204 | 62.48 | temperature | 30.0 | 30 | < th | dose independent | rect. | 23 | 23 |
213 | 62.94 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 23 | 23 |
221 | 63.18 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 23 | 23 |
252 | 63.64 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 23 | 23 |
296 | 63.84 | radiation | 10.0 | 30 | < th | dose independent | rect. | 23 | 23 |
330 | 64.00 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 23 | 7 |
366 | 64.10 | wind | 1.0 | 30 | < th | dose independent | rect. | 10 | 1 |
367 | 64.10 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
371 | 64.10 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
374 | 64.10 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 11 | 1 |
377 | 64.10 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 12 | 23 |
380 | 64.10 | wind | 1.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
381 | 64.10 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 11 | 1 |
386 | 64.14 | wind | 1.0 | 90 | > th | dose independent | rect. | 23 | 22 |
389 | 64.15 | humidity | 70.0 | 30 | < th | dose independent | rect. | 10 | 1 |
396 | 64.17 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 10 | 1 |
399 | 64.17 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 23 | 11 |
407 | 64.20 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
408 | 64.20 | atmosphere | 1000.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
413 | 64.22 | temperature | 20.0 | 90 | > th | dose independent | rect. | 23 | 6 |
424 | 64.24 | wind | 3.0 | 30 | < th | dose dependent | rect. | 6 | 17 |
428 | 64.26 | humidity | 70.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
434 | 64.28 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 10 | 1 |
446 | 64.32 | temperature | 25.0 | 30 | > th | dose independent | rect. | 10 | 1 |
447 | 64.32 | radiation | 20.0 | 30 | > th | dose independent | rect. | 10 | 1 |
459 | 64.34 | radiation | 40.0 | 30 | < th | dose independent | rect. | 10 | 1 |
463 | 64.36 | temperature | 30.0 | 30 | < th | dose independent | rect. | 10 | 1 |
467 | 64.37 | wind | 5.0 | 30 | < th | dose independent | rect. | 10 | 1 |
470 | 64.37 | temperature | 10.0 | 30 | > th | dose independent | rect. | 10 | 1 |
472 | 64.37 | humidity | 50.0 | 30 | > th | dose independent | rect. | 10 | 1 |
474 | 64.37 | humidity | 90.0 | 30 | < th | dose independent | rect. | 10 | 1 |
478 | 64.37 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 10 | 1 |
479 | 64.37 | wind | 3.0 | 30 | < th | dose independent | rect. | 6 | 17 |
481 | 64.37 | temperature | 10.0 | 30 | > th | dose independent | rect. | 11 | 23 |
482 | 64.37 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 10 | 1 |
485 | 64.38 | wind | 1.0 | 30 | > th | dose independent | rect. | 10 | 1 |
487 | 64.38 | wind | 7.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
507 | 64.42 | humidity | 80.0 | 30 | > th | dose independent | rect. | 23 | 7 |
512 | 64.43 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
522 | 64.45 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
531 | 64.47 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 23 | 11 |
542 | 64.49 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 23 | 7 |
543 | 64.49 | wind | 3.0 | 30 | < th | dose independent | rect. | 10 | 13 |
596 | 64.51 | wind | 3.0 | 30 | < th | dose independent | rect. | 17 | 6 |
605 | 64.52 | wind | 1.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
609 | 64.52 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 23 | 21 |
684 | 64.55 | wind | 9.0 | 30 | < th | dose independent | rect. | 11 | 23 |
685 | 64.55 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
695 | 64.56 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 19 | 1 |
738 | 64.59 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 23 | 10 |
745 | 64.60 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 24 | 7 |
748 | 64.60 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 24 | 7 |
752 | 64.60 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 24 | 7 |
757 | 64.60 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 24 | 7 |
758 | 64.60 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 24 | 7 |
762 | 64.60 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 17 |
777 | 64.61 | radiation | 10.0 | 30 | < th | dose independent | rect. | 23 | 11 |
785 | 64.62 | wind | 1.0 | 10 | < th | dose independent | rect. | 6 | 2 |
787 | 64.62 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 24 | 1 |
800 | 64.63 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 23 | 7 |
803 | 64.63 | wind | 1.0 | 30 | < th | dose dependent | rect. | 6 | 12 |
826 | 64.64 | radiation | 1.0 | 90 | < th | dose independent | rect. | 23 | 9 |
860 | 64.67 | temperature | 25.0 | 720 | > th | dose independent | rect. | 23 | 10 |
865 | 64.67 | wind | 1.0 | 30 | < th | dose dependent | rect. | 6 | 8 |
880 | 64.69 | wind | 9.0 | 30 | < th | dose independent | rect. | 23 | 7 |
881 | 64.69 | temperature | 10.0 | 30 | > th | dose independent | rect. | 23 | 7 |
882 | 64.69 | temperature | 30.0 | 30 | < th | dose independent | rect. | 23 | 7 |
883 | 64.69 | humidity | 50.0 | 30 | > th | dose independent | rect. | 23 | 7 |
887 | 64.69 | radiation | 20.0 | 30 | < th | dose independent | rect. | 23 | 7 |
890 | 64.69 | wind | 3.0 | 30 | < th | dose independent | rect. | 13 | 10 |
892 | 64.69 | temperature | 10.0 | 30 | > th | dose independent | rect. | 6 | 17 |
894 | 64.69 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 6 | 17 |
895 | 64.69 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 6 | 17 |
900 | 64.69 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 23 | 7 |
907 | 64.69 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 6 | 17 |
927 | 64.70 | radiation | 10.0 | 30 | < th | dose independent | rect. | 23 | 21 |
940 | 64.71 | wind | 1.0 | 30 | < th | dose independent | rect. | 6 | 8 |
950 | 64.72 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 23 | 7 |
957 | 64.72 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 23 | 7 |
966 | 64.73 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
990 | 64.75 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 23 | 2 |
997 | 64.75 | humidity | 50.0 | 30 | > th | dose independent | rect. | 6 | 17 |