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Os03g0200400 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
50.68 | 0.334 | 3.32 | 0.0846 | 0.243 | -0.279 | -0.271 | -0.948 | -0.0374 | 7.57 | 49.78 | 4878 | -- | -- |
51.79 | 0.335 | 3.32 | -0.000486 | 0.231 | -0.322 | -0.377 | -- | -0.061 | 7.29 | 30.69 | 4632 | -- | -- |
50.85 | 0.332 | 3.32 | 0.096 | 0.247 | -0.29 | -- | -1.04 | -0.0392 | 7.83 | 55.17 | 5018 | -- | -- |
52.19 | 0.336 | 3.33 | -0.00634 | 0.247 | -0.268 | -- | -- | -0.0808 | 7.59 | 66.99 | 4881 | -- | -- |
53.57 | 0.341 | 3.32 | 0.0833 | -- | -0.261 | -- | -0.977 | -0.0257 | -- | 54.91 | 4453 | -- | -- |
52.99 | 0.341 | 3.3 | -0.0108 | 0.208 | -- | -0.385 | -- | 0.00976 | 7.55 | -- | -- | -- | -- |
53.4 | 0.342 | 3.3 | -0.0195 | 0.208 | -- | -- | -- | 0.0107 | 7.78 | -- | -- | -- | -- |
54.66 | 0.344 | 3.32 | 0.000826 | -- | -0.297 | -- | -- | -0.0509 | -- | 53.71 | 4345 | -- | -- |
52.16 | 0.336 | 3.33 | -- | 0.249 | -0.289 | -- | -- | -0.1 | 7.52 | 68 | 4871 | -- | -- |
55.73 | 0.349 | 3.31 | -0.0169 | -- | -- | -- | -- | 0.0136 | -- | -- | -- | -- | -- |
53.41 | 0.342 | 3.3 | -- | 0.207 | -- | -- | -- | 0.0128 | 7.79 | -- | -- | -- | -- |
54.63 | 0.344 | 3.32 | -- | -- | -0.292 | -- | -- | -0.049 | -- | 37.14 | 4325 | -- | -- |
55.73 | 0.348 | 3.31 | -- | -- | -- | -- | -- | 0.0155 | -- | -- | -- | -- | -- |
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 | 47.37 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 3 | 23 |
3 | 47.66 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 2 | 1 |
4 | 47.84 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 2 | 2 |
6 | 47.92 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
9 | 48.19 | temperature | 25.0 | 90 | > th | dose independent | rect. | 1 | 1 |
10 | 48.23 | radiation | 10.0 | 30 | > th | dose independent | rect. | 7 | 1 |
12 | 48.32 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 1 | 2 |
14 | 48.38 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 3 | 1 |
16 | 48.41 | humidity | 80.0 | 10 | < th | dose independent | rect. | 24 | 8 |
20 | 48.42 | humidity | 80.0 | 10 | < th | dose independent | rect. | 6 | 2 |
28 | 48.44 | wind | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
31 | 48.45 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
32 | 48.45 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
35 | 48.45 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
39 | 48.45 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
48 | 48.45 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
49 | 48.45 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
70 | 48.45 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
86 | 48.46 | wind | 3.0 | 30 | < th | dose independent | rect. | 2 | 1 |
91 | 48.47 | humidity | 90.0 | 30 | > th | dose independent | rect. | 2 | 1 |
96 | 48.47 | atmosphere | 1010.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
99 | 48.48 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
104 | 48.49 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
107 | 48.50 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
109 | 48.50 | temperature | 30.0 | 30 | < th | dose independent | rect. | 2 | 1 |
110 | 48.50 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
113 | 48.50 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 2 | 1 |
114 | 48.50 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
116 | 48.50 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
121 | 48.50 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
123 | 48.50 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
125 | 48.50 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
130 | 48.50 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
135 | 48.50 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
146 | 48.57 | humidity | 90.0 | 90 | < th | dose independent | rect. | 1 | 7 |
147 | 48.57 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
153 | 48.62 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
156 | 48.64 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
159 | 48.64 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
209 | 48.81 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
215 | 48.99 | humidity | 50.0 | 30 | > th | dose independent | rect. | 3 | 23 |
216 | 49.03 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 3 | 6 |
228 | 49.19 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
231 | 49.22 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 7 | 2 |
235 | 49.28 | radiation | 10.0 | 10 | > th | dose independent | rect. | 16 | 16 |
240 | 49.33 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 8 | 1 |
253 | 49.48 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 4 | 5 |
254 | 49.48 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 24 | 9 |
270 | 49.57 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 1 |
271 | 49.58 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 22 | 12 |
278 | 49.62 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
294 | 49.70 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 2 | 5 |
310 | 49.72 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 23 | 16 |
312 | 49.74 | wind | 7.0 | 720 | < th | dose dependent | rect. | 2 | 1 |
317 | 49.77 | humidity | 90.0 | 720 | < th | dose independent | rect. | 24 | 4 |
331 | 49.84 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 7 | 8 |
342 | 49.86 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 4 | 3 |
360 | 49.96 | temperature | 25.0 | 10 | > th | dose independent | rect. | 7 | 1 |
389 | 49.99 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 12 | 1 |
392 | 50.01 | wind | 1.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
401 | 50.06 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 3 |
403 | 50.06 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 3 | 23 |
404 | 50.07 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 3 |
417 | 50.14 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 15 | 1 |
419 | 50.15 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
420 | 50.15 | wind | 9.0 | 720 | < th | dose independent | rect. | 19 | 8 |
423 | 50.17 | wind | 5.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
427 | 50.18 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 19 |
428 | 50.19 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 14 | 21 |
429 | 50.19 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 8 | 23 |
435 | 50.21 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 7 | 6 |
436 | 50.21 | radiation | 40.0 | 10 | < th | dose independent | rect. | 3 | 23 |
445 | 50.22 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 18 | 9 |
448 | 50.23 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 7 | 6 |
450 | 50.23 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 15 | 19 |
451 | 50.23 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 21 |
452 | 50.23 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 8 | 1 |
454 | 50.23 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 3 | 10 |
460 | 50.24 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 2 | 6 |
462 | 50.25 | wind | 1.0 | 10 | < th | dose independent | rect. | 12 | 15 |
468 | 50.26 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 7 |
470 | 50.26 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 9 |
472 | 50.26 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 14 |
483 | 50.27 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 3 | 7 |
490 | 50.28 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 2 |
491 | 50.28 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 15 | 4 |
508 | 50.29 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 15 | 2 |
511 | 50.29 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 15 | 8 |
515 | 50.29 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 15 | 8 |
517 | 50.30 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 4 |
534 | 50.32 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 8 |
538 | 50.32 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 8 |
542 | 50.33 | wind | 5.0 | 14400 | < th | dose independent | rect. | 10 | 5 |
576 | 50.34 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 7 | 1 |
598 | 50.35 | wind | 7.0 | 14400 | < th | dose independent | rect. | 9 | 1 |
600 | 50.35 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 6 |
607 | 50.35 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 23 | 16 |
608 | 50.36 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 7 | 1 |
636 | 50.37 | wind | 1.0 | 10 | < th | dose independent | rect. | 17 | 10 |
640 | 50.37 | radiation | 10.0 | 10 | < th | dose independent | rect. | 3 | 23 |
672 | 50.38 | wind | 9.0 | 720 | < th | dose independent | rect. | 15 | 16 |
701 | 50.39 | wind | 5.0 | 14400 | < th | dose independent | rect. | 9 | 8 |
712 | 50.39 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 2 | 13 |
716 | 50.40 | wind | 5.0 | 14400 | > th | dose independent | rect. | 10 | 5 |
741 | 50.41 | humidity | 60.0 | 14400 | < th | dose dependent | sin | 2 | NA |
744 | 50.41 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 11 | 2 |
774 | 50.42 | wind | 5.0 | 14400 | > th | dose independent | rect. | 10 | 7 |
781 | 50.42 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 15 | 1 |
794 | 50.43 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 2 |
796 | 50.43 | temperature | 10.0 | 720 | > th | dose independent | rect. | 7 | 8 |
797 | 50.43 | temperature | 10.0 | 720 | > th | dose independent | rect. | 15 | 8 |
798 | 50.43 | temperature | 10.0 | 720 | > th | dose independent | rect. | 19 | 8 |
799 | 50.43 | temperature | 30.0 | 720 | < th | dose independent | rect. | 19 | 8 |
800 | 50.43 | humidity | 50.0 | 720 | > th | dose independent | rect. | 19 | 8 |
802 | 50.43 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 19 | 8 |
803 | 50.43 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 7 | 8 |
804 | 50.43 | radiation | 1.0 | 720 | < th | dose independent | rect. | 19 | 8 |
809 | 50.43 | temperature | 10.0 | 720 | > th | dose independent | rect. | 3 | 16 |
810 | 50.43 | temperature | 10.0 | 720 | > th | dose independent | rect. | 15 | 16 |
811 | 50.43 | temperature | 10.0 | 720 | > th | dose independent | rect. | 23 | 16 |
812 | 50.43 | humidity | 50.0 | 4320 | > th | dose dependent | sin | 5 | NA |
814 | 50.43 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 2 | 1 |
816 | 50.43 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 11 | 2 |
845 | 50.44 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 23 | 16 |
869 | 50.46 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 24 | 8 |
872 | 50.46 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 11 | 1 |
876 | 50.46 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 24 | 8 |
884 | 50.47 | wind | 3.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
888 | 50.47 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 24 | 8 |
895 | 50.47 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 3 | 12 |
900 | 50.48 | temperature | 30.0 | 1440 | < th | dose independent | sin | 12 | NA |
927 | 50.48 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 10 | 23 |
934 | 50.49 | wind | 9.0 | 720 | < th | dose independent | rect. | 3 | 8 |
938 | 50.49 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 19 | 17 |
940 | 50.49 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 21 | 23 |
942 | 50.49 | wind | 7.0 | 14400 | < th | dose dependent | rect. | 11 | 1 |
975 | 50.50 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 3 | 6 |
980 | 50.50 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 13 | 8 |
986 | 50.50 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 13 | 13 |
991 | 50.50 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 13 | 16 |
1000 | 50.50 | humidity | 60.0 | 14400 | < th | dose dependent | no | NA | NA |