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Os11g0109200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : C-5 cytosine-specific DNA methylase 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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
59.24 | 0.362 | 3.2 | 0.155 | 0.0751 | -0.435 | -0.107 | -1.33 | -0.0365 | 13.1 | 4.867 | 4067 | -- | -- |
60.04 | 0.361 | 3.18 | 0.184 | 0.0811 | -0.289 | -0.175 | -- | -0.0563 | 13.1 | 4.6 | 5541 | -- | -- |
59.29 | 0.359 | 3.2 | 0.15 | 0.0766 | -0.436 | -- | -1.37 | -0.0383 | 12.8 | 4.9 | 4050 | -- | -- |
60.18 | 0.361 | 3.18 | 0.188 | 0.08 | -0.287 | -- | -- | -0.0536 | 12.6 | 4.602 | 5541 | -- | -- |
59.62 | 0.36 | 3.21 | 0.14 | -- | -0.411 | -- | -1.35 | -0.0436 | -- | 4.9 | 4131 | -- | -- |
61.32 | 0.367 | 3.18 | 0.0705 | 0.0548 | -- | -0.158 | -- | -0.0212 | 13.1 | -- | -- | -- | -- |
61.42 | 0.367 | 3.18 | 0.0647 | 0.0555 | -- | -- | -- | -0.0223 | 12.4 | -- | -- | -- | -- |
60.38 | 0.362 | 3.18 | 0.187 | -- | -0.285 | -- | -- | -0.0555 | -- | 4.9 | 5940 | -- | -- |
60.87 | 0.363 | 3.18 | -- | 0.0669 | -0.182 | -- | -- | -0.0587 | 12.4 | 4.8 | 5520 | -- | -- |
61.61 | 0.367 | 3.18 | 0.0628 | -- | -- | -- | -- | -0.0232 | -- | -- | -- | -- | -- |
61.53 | 0.367 | 3.18 | -- | 0.0546 | -- | -- | -- | -0.0295 | 12.3 | -- | -- | -- | -- |
61.11 | 0.364 | 3.18 | -- | -- | -0.18 | -- | -- | -0.0583 | -- | 4.765 | 5922 | -- | -- |
61.72 | 0.367 | 3.18 | -- | -- | -- | -- | -- | -0.0301 | -- | -- | -- | -- | -- |
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 | 50.81 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 21 | 1 |
5 | 50.81 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 21 | 1 |
9 | 53.71 | temperature | 25.0 | 30 | > th | dose independent | rect. | 21 | 1 |
14 | 55.40 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 20 | 1 |
20 | 56.77 | wind | 1.0 | 270 | < th | dose dependent | rect. | 18 | 2 |
21 | 56.78 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 18 | 1 |
22 | 56.78 | wind | 1.0 | 270 | < th | dose independent | rect. | 18 | 2 |
23 | 56.78 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 18 | 1 |
26 | 57.03 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 18 | 4 |
30 | 57.05 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 18 | 4 |
37 | 57.08 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 18 | 9 |
41 | 57.10 | humidity | 90.0 | 10 | > th | dose dependent | rect. | 22 | 1 |
53 | 57.21 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 18 | 9 |
55 | 57.22 | radiation | 1.0 | 10 | > th | dose independent | rect. | 16 | 3 |
77 | 57.33 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 18 | 1 |
81 | 57.47 | wind | 1.0 | 270 | < th | dose dependent | rect. | 16 | 3 |
89 | 57.60 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 18 | 3 |
102 | 57.81 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 21 | 2 |
125 | 58.15 | temperature | 25.0 | 10 | > th | dose independent | rect. | 16 | 2 |
130 | 58.27 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 15 | 6 |
137 | 58.33 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 16 | 1 |
163 | 58.47 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 16 | 1 |
183 | 58.55 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 17 | 23 |
191 | 58.58 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 16 | 2 |
195 | 58.62 | humidity | 90.0 | 10 | > th | dose independent | rect. | 22 | 1 |
217 | 58.68 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 21 | 2 |
222 | 58.70 | radiation | 20.0 | 90 | > th | dose independent | rect. | 16 | 1 |
243 | 58.73 | wind | 7.0 | 30 | > th | dose independent | rect. | 16 | 1 |
245 | 58.73 | wind | 7.0 | 30 | > th | dose dependent | rect. | 16 | 1 |
260 | 58.75 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 17 | 8 |
262 | 58.75 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 17 | 8 |
289 | 58.81 | atmosphere | 1010.0 | 30 | < th | dose dependent | rect. | 16 | 1 |
310 | 58.84 | temperature | 30.0 | 30 | < th | dose independent | rect. | 16 | 1 |
311 | 58.84 | humidity | 50.0 | 30 | > th | dose independent | rect. | 16 | 1 |
313 | 58.84 | humidity | 90.0 | 30 | < th | dose independent | rect. | 16 | 1 |
320 | 58.85 | humidity | 70.0 | 30 | < th | dose independent | rect. | 16 | 1 |
323 | 58.85 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 16 | 1 |
324 | 58.85 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 16 | 1 |
342 | 58.86 | wind | 1.0 | 30 | > th | dose independent | rect. | 16 | 1 |
345 | 58.86 | wind | 9.0 | 30 | < th | dose independent | rect. | 16 | 1 |
346 | 58.86 | temperature | 10.0 | 30 | > th | dose independent | rect. | 16 | 1 |
349 | 58.86 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 16 | 1 |
351 | 58.86 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 16 | 1 |
355 | 58.86 | radiation | 40.0 | 30 | < th | dose independent | rect. | 16 | 1 |
356 | 58.86 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 16 | 1 |
357 | 58.86 | temperature | 10.0 | 30 | > th | dose independent | rect. | 17 | 23 |
358 | 58.86 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 17 | 23 |
364 | 58.86 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 16 | 1 |
365 | 58.86 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 17 | 23 |
368 | 58.87 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 17 | 1 |
374 | 58.87 | radiation | 30.0 | 1440 | < th | dose independent | rect. | 17 | 1 |
380 | 58.87 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 18 | 23 |
383 | 58.87 | wind | 9.0 | 30 | < th | dose dependent | rect. | 16 | 1 |
389 | 58.88 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 16 | 1 |
401 | 58.89 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 16 | 1 |
404 | 58.90 | radiation | 20.0 | 30 | < th | dose independent | rect. | 16 | 1 |
463 | 58.94 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 15 | 8 |
465 | 58.94 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 15 | 8 |
490 | 58.98 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 13 | 16 |
492 | 58.98 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 16 | 1 |
499 | 58.98 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 13 | 16 |
526 | 59.01 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 1 | 8 |
538 | 59.03 | humidity | 90.0 | 90 | > th | dose independent | rect. | 20 | 1 |
547 | 59.04 | wind | 9.0 | 30 | < th | dose independent | rect. | 17 | 23 |
556 | 59.07 | wind | 5.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
571 | 59.10 | wind | 5.0 | 14400 | > th | dose independent | rect. | 8 | 7 |
572 | 59.10 | wind | 5.0 | 14400 | < th | dose independent | rect. | 8 | 7 |
574 | 59.11 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 13 | 7 |
577 | 59.11 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 13 | 7 |
585 | 59.14 | wind | 5.0 | 14400 | < th | dose independent | rect. | 9 | 4 |
589 | 59.15 | wind | 5.0 | 14400 | > th | dose independent | rect. | 11 | 1 |
596 | 59.16 | wind | 3.0 | 4320 | > th | dose dependent | rect. | 18 | 7 |
597 | 59.17 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 24 | 11 |
600 | 59.17 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 24 | 11 |
606 | 59.18 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 24 | 11 |
609 | 59.18 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 9 | 3 |
617 | 59.19 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 24 | 9 |
618 | 59.19 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 16 |
621 | 59.19 | wind | 3.0 | 4320 | > th | dose dependent | rect. | 18 | 4 |
625 | 59.19 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 16 |
629 | 59.20 | humidity | 90.0 | 270 | > th | dose independent | rect. | 18 | 1 |
638 | 59.20 | wind | 5.0 | 4320 | < th | dose independent | rect. | 9 | 18 |
641 | 59.20 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 7 | 1 |
652 | 59.21 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 24 | 9 |
656 | 59.21 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 17 |
657 | 59.21 | humidity | 50.0 | 30 | > th | dose independent | rect. | 17 | 23 |
660 | 59.21 | wind | 7.0 | 4320 | < th | dose dependent | rect. | 19 | 2 |
664 | 59.21 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 24 | 9 |
668 | 59.21 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 17 |
676 | 59.22 | wind | 5.0 | 4320 | < th | dose independent | rect. | 19 | 22 |
677 | 59.22 | wind | 1.0 | 4320 | > th | dose dependent | rect. | 19 | 2 |
682 | 59.22 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 24 | 11 |
687 | 59.23 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 8 | 17 |
692 | 59.23 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 8 | 17 |
712 | 59.24 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 24 | 9 |
723 | 59.25 | wind | 5.0 | 4320 | > th | dose independent | rect. | 9 | 18 |
724 | 59.25 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 11 | 1 |
732 | 59.25 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 22 | 22 |
748 | 59.26 | precipitation | 0.1 | 270 | > th | dose dependent | sin | 15 | NA |
804 | 59.29 | wind | 5.0 | 4320 | < th | dose independent | rect. | 18 | 7 |
812 | 59.29 | wind | 5.0 | 4320 | > th | dose independent | rect. | 19 | 22 |
816 | 59.29 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 8 | 7 |
872 | 59.32 | radiation | 1.0 | 90 | < th | dose independent | rect. | 22 | 22 |
886 | 59.33 | wind | 5.0 | 4320 | > th | dose independent | rect. | 18 | 7 |
891 | 59.33 | wind | 5.0 | 14400 | > th | dose independent | rect. | 22 | 19 |
901 | 59.34 | wind | 1.0 | 10 | > th | dose independent | rect. | 21 | 2 |
904 | 59.34 | wind | 5.0 | 30 | > th | dose independent | rect. | 16 | 4 |
908 | 59.34 | temperature | 25.0 | 30 | > th | dose independent | rect. | 21 | 14 |
954 | 59.36 | wind | 5.0 | 14400 | < th | dose independent | rect. | 23 | 18 |
960 | 59.36 | wind | 5.0 | 4320 | < th | dose independent | rect. | 14 | 23 |
969 | 59.36 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 18 | 22 |