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Os10g0474600 |
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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
55.73 | 0.348 | 2920 | -17800 | 0.0738 | 732000 | -0.226 | -4470000 | 0.159 | 0.31 | 995 | 90 | -- | -- |
57 | 0.354 | 2.9 | 0.0852 | 0.0731 | 0.623 | -0.225 | -- | 0.157 | 0.122 | 995 | 90 | -- | -- |
55.94 | 0.348 | 2920 | -17800 | 0.0752 | 732000 | -- | -4470000 | 0.161 | 23.6 | 995 | 90 | -- | -- |
55.23 | 0.346 | 2.9 | 0.0931 | 0.0766 | 1.54 | -- | -- | 0.159 | 23.6 | 994.7 | 112 | -- | -- |
56.3 | 0.349 | 2920 | -17800 | -- | 732000 | -- | -4470000 | 0.162 | -- | 995 | 90 | -- | -- |
57.43 | 0.355 | 2.9 | 0.0895 | 0.0712 | -- | -0.228 | -- | 0.155 | 0.0195 | -- | -- | -- | -- |
57.62 | 0.355 | 2.9 | 0.0993 | 0.0766 | -- | -- | -- | 0.157 | 22.7 | -- | -- | -- | -- |
55.56 | 0.347 | 2.9 | 0.0918 | -- | 1.55 | -- | -- | 0.161 | -- | 994.7 | 112 | -- | -- |
55.45 | 0.347 | 2.9 | -- | 0.076 | 1.56 | -- | -- | 0.159 | 23.6 | 994.7 | 109 | -- | -- |
57.98 | 0.356 | 2.9 | 0.101 | -- | -- | -- | -- | 0.157 | -- | -- | -- | -- | -- |
57.88 | 0.356 | 2.9 | -- | 0.0774 | -- | -- | -- | 0.146 | 22.8 | -- | -- | -- | -- |
55.78 | 0.348 | 2.9 | -- | -- | 1.56 | -- | -- | 0.151 | -- | 994.8 | 132 | -- | -- |
58.25 | 0.356 | 2.9 | -- | -- | -- | -- | -- | 0.146 | -- | -- | -- | -- | -- |
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 | 49.81 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 21 | 23 |
3 | 50.55 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
6 | 50.55 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
10 | 50.55 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
16 | 50.55 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
17 | 50.55 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
37 | 50.55 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 22 | 23 |
40 | 50.55 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 21 | 1 |
41 | 50.56 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 21 | 1 |
45 | 50.62 | temperature | 25.0 | 30 | > th | dose independent | rect. | 20 | 1 |
46 | 50.63 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
47 | 50.66 | wind | 3.0 | 30 | > th | dose independent | rect. | 20 | 1 |
48 | 50.67 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
50 | 50.67 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 21 | 1 |
51 | 50.68 | humidity | 80.0 | 30 | > th | dose independent | rect. | 20 | 1 |
52 | 50.68 | humidity | 90.0 | 30 | < th | dose independent | rect. | 20 | 1 |
53 | 50.68 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 20 | 1 |
63 | 50.72 | wind | 1.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
65 | 50.73 | wind | 5.0 | 30 | < th | dose independent | rect. | 20 | 1 |
69 | 50.74 | temperature | 10.0 | 30 | > th | dose independent | rect. | 20 | 1 |
71 | 50.74 | temperature | 30.0 | 30 | < th | dose independent | rect. | 20 | 1 |
72 | 50.74 | humidity | 50.0 | 30 | > th | dose independent | rect. | 20 | 1 |
75 | 50.74 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 20 | 1 |
77 | 50.74 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 20 | 1 |
79 | 50.74 | radiation | 1.0 | 30 | < th | dose independent | rect. | 20 | 1 |
84 | 50.74 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 20 | 1 |
85 | 50.74 | temperature | 10.0 | 30 | > th | dose independent | rect. | 21 | 23 |
86 | 50.74 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
91 | 50.74 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 20 | 1 |
92 | 50.75 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
95 | 50.77 | wind | 9.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
97 | 50.79 | wind | 9.0 | 30 | < th | dose independent | rect. | 21 | 23 |
101 | 50.83 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
107 | 50.91 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
108 | 50.95 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
120 | 51.13 | wind | 9.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
171 | 52.21 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 21 | 23 |
172 | 52.21 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 21 | 23 |
201 | 53.40 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 21 | 1 |
202 | 53.40 | humidity | 50.0 | 30 | > th | dose independent | rect. | 21 | 23 |
203 | 53.40 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 21 | 1 |
208 | 53.57 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 20 | 7 |
211 | 53.66 | wind | 1.0 | 30 | > th | dose independent | rect. | 21 | 23 |
241 | 53.96 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 21 | 23 |
268 | 54.07 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
278 | 54.20 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 23 | 23 |
289 | 54.38 | temperature | 25.0 | 90 | > th | dose independent | rect. | 19 | 8 |
291 | 54.38 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 4 | 4 |
294 | 54.39 | temperature | 25.0 | 720 | > th | dose independent | rect. | 3 | 6 |
305 | 54.49 | humidity | 90.0 | 10 | < th | dose independent | rect. | 20 | 3 |
332 | 54.68 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
335 | 54.69 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
337 | 54.70 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
339 | 54.70 | temperature | 20.0 | 30 | > th | dose independent | rect. | 2 | 1 |
340 | 54.70 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
343 | 54.70 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
347 | 54.70 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
356 | 54.70 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
357 | 54.70 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
377 | 54.70 | wind | 3.0 | 10 | > th | dose independent | rect. | 20 | 3 |
379 | 54.70 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
384 | 54.70 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
400 | 54.71 | wind | 3.0 | 30 | < th | dose independent | rect. | 2 | 1 |
401 | 54.71 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
403 | 54.71 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
415 | 54.72 | humidity | 90.0 | 30 | > th | dose independent | rect. | 2 | 1 |
421 | 54.73 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
423 | 54.73 | temperature | 30.0 | 30 | < th | dose independent | rect. | 2 | 1 |
424 | 54.73 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
429 | 54.73 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
431 | 54.73 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
436 | 54.73 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
437 | 54.73 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
438 | 54.73 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
442 | 54.73 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
447 | 54.73 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
462 | 54.77 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 12 | 8 |
463 | 54.77 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
473 | 54.80 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
475 | 54.81 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
488 | 54.84 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
490 | 54.84 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
494 | 54.85 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 21 | 23 |
497 | 54.86 | temperature | 25.0 | 270 | > th | dose independent | rect. | 17 | 10 |
498 | 54.86 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 16 |
507 | 54.88 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 23 | 21 |
515 | 54.90 | wind | 9.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
516 | 54.90 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
519 | 54.90 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
523 | 54.90 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
533 | 54.90 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
534 | 54.90 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
555 | 54.90 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 24 | 23 |
559 | 54.90 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 23 | 1 |
565 | 54.91 | humidity | 90.0 | 30 | < th | dose independent | rect. | 22 | 1 |
600 | 54.94 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
602 | 54.94 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 12 | 8 |
604 | 54.95 | temperature | 25.0 | 30 | > th | dose independent | rect. | 22 | 1 |
608 | 54.96 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 22 | 1 |
610 | 54.96 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
615 | 54.97 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
616 | 54.97 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
619 | 54.98 | atmosphere | 995.0 | 10 | > th | dose independent | sin | 9 | NA |
636 | 55.00 | wind | 1.0 | 30 | > th | dose independent | rect. | 22 | 1 |
638 | 55.00 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 22 | 1 |
639 | 55.00 | temperature | 30.0 | 10 | > th | dose independent | rect. | 16 | 3 |
654 | 55.00 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 22 | 1 |
661 | 55.01 | humidity | 70.0 | 30 | < th | dose independent | rect. | 18 | 1 |
666 | 55.02 | wind | 7.0 | 30 | < th | dose independent | rect. | 22 | 1 |
669 | 55.02 | temperature | 10.0 | 30 | > th | dose independent | rect. | 22 | 1 |
671 | 55.02 | temperature | 30.0 | 30 | < th | dose independent | rect. | 22 | 1 |
672 | 55.02 | humidity | 50.0 | 30 | > th | dose independent | rect. | 22 | 1 |
677 | 55.02 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 22 | 1 |
679 | 55.02 | radiation | 1.0 | 30 | < th | dose independent | rect. | 22 | 1 |
699 | 55.02 | temperature | 10.0 | 30 | > th | dose independent | rect. | 23 | 23 |
700 | 55.02 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
708 | 55.03 | atmosphere | 1000.0 | 10 | < th | dose independent | rect. | 17 | 1 |
746 | 55.03 | atmosphere | 1000.0 | 10 | < th | dose dependent | rect. | 17 | 1 |
754 | 55.03 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 3 | 16 |
757 | 55.04 | wind | 9.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
766 | 55.05 | wind | 1.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
774 | 55.06 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
826 | 55.11 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 14 |
840 | 55.13 | temperature | 30.0 | 90 | > th | dose dependent | rect. | 16 | 17 |
848 | 55.14 | temperature | 30.0 | 90 | > th | dose dependent | rect. | 16 | 1 |
857 | 55.14 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 21 | 8 |
890 | 55.17 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
910 | 55.20 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 17 | 16 |
911 | 55.20 | wind | 1.0 | 10 | > th | dose independent | rect. | 23 | 21 |
912 | 55.20 | radiation | 10.0 | 90 | > th | dose dependent | rect. | 17 | 1 |
930 | 55.21 | temperature | 30.0 | 30 | < th | dose independent | rect. | 21 | 23 |
939 | 55.23 | radiation | 1.0 | 720 | < th | dose independent | rect. | 21 | 8 |
944 | 55.24 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 21 | 18 |
945 | 55.24 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
948 | 55.25 | temperature | 10.0 | 720 | > th | dose independent | rect. | 9 | 8 |
949 | 55.25 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 9 | 8 |
951 | 55.25 | temperature | 10.0 | 720 | > th | dose independent | rect. | 17 | 16 |
958 | 55.27 | radiation | 10.0 | 10 | < th | dose independent | rect. | 21 | 23 |
976 | 55.28 | radiation | 10.0 | 90 | > th | dose independent | rect. | 17 | 1 |