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Os08g0163900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF569 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
70.79 | 0.395 | 3.22 | 0.245 | 0.535 | -0.387 | -1.73 | 1.73 | 0.0543 | 11.2 | 0.1891 | 97 | -- | -- |
73.48 | 0.399 | 3.23 | 0.113 | 0.6 | -0.422 | 0.116 | -- | 0.00598 | 11.4 | 0.1355 | 114 | -- | -- |
73.21 | 0.402 | 3.23 | 0.136 | 0.415 | -0.237 | -- | 0.308 | 0.00755 | 9.94 | 0.1891 | 97 | -- | -- |
73.53 | 0.399 | 3.23 | 0.133 | 0.601 | -0.435 | -- | -- | 0.0226 | 11.5 | 0.13 | 106 | -- | -- |
76.77 | 0.41 | 3.24 | 0.12 | -- | 0.00873 | -- | 0.273 | 0.00935 | -- | 0.1891 | 97 | -- | -- |
75.14 | 0.406 | 3.24 | 0.114 | 0.199 | -- | -0.0969 | -- | 0.0044 | 7.41 | -- | -- | -- | -- |
75.17 | 0.406 | 3.24 | 0.112 | 0.198 | -- | -- | -- | 0.00476 | 7.57 | -- | -- | -- | -- |
76.89 | 0.41 | 3.24 | 0.121 | -- | 0.0607 | -- | -- | 0.0126 | -- | 9.52 | 56 | -- | -- |
74.05 | 0.401 | 3.23 | -- | 0.593 | -0.427 | -- | -- | 0.0227 | 11.4 | 0.14 | 114 | -- | -- |
77.27 | 0.411 | 3.24 | 0.115 | -- | -- | -- | -- | 0.00779 | -- | -- | -- | -- | -- |
75.5 | 0.406 | 3.24 | -- | 0.199 | -- | -- | -- | -0.00774 | 7.53 | -- | -- | -- | -- |
77.27 | 0.411 | 3.24 | -- | -- | 0.0578 | -- | -- | -0.000988 | -- | 9.52 | 56 | -- | -- |
77.62 | 0.411 | 3.24 | -- | -- | -- | -- | -- | -0.00498 | -- | -- | -- | -- | -- |
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 | 61.85 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 1 |
3 | 61.92 | temperature | 25.0 | 90 | > th | dose independent | rect. | 4 | 1 |
6 | 62.09 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
8 | 62.20 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
10 | 62.52 | wind | 1.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
16 | 63.67 | temperature | 25.0 | 90 | > th | dose independent | rect. | 2 | 3 |
18 | 63.81 | wind | 1.0 | 30 | > th | dose independent | rect. | 4 | 1 |
19 | 64.19 | temperature | 25.0 | 10 | > th | dose independent | rect. | 2 | 3 |
27 | 64.61 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 4 | 1 |
29 | 64.73 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 2 | 3 |
43 | 65.25 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
44 | 65.27 | wind | 5.0 | 10 | < th | dose independent | rect. | 4 | 1 |
47 | 65.33 | wind | 9.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
49 | 65.34 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 4 | 1 |
51 | 65.38 | humidity | 80.0 | 10 | > th | dose independent | rect. | 4 | 1 |
54 | 65.39 | temperature | 10.0 | 10 | > th | dose independent | rect. | 4 | 1 |
56 | 65.39 | temperature | 30.0 | 10 | < th | dose independent | rect. | 4 | 1 |
57 | 65.39 | humidity | 50.0 | 10 | > th | dose independent | rect. | 4 | 1 |
60 | 65.39 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 4 | 1 |
61 | 65.39 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 4 | 1 |
63 | 65.39 | radiation | 1.0 | 10 | < th | dose independent | rect. | 4 | 1 |
68 | 65.39 | temperature | 10.0 | 10 | > th | dose independent | rect. | 5 | 23 |
69 | 65.39 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
74 | 65.41 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 4 | 1 |
75 | 65.41 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 4 | 1 |
110 | 65.53 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 4 | 1 |
115 | 65.56 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 4 | 1 |
117 | 65.56 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
133 | 65.75 | wind | 7.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
135 | 65.75 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
138 | 65.75 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
142 | 65.75 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
151 | 65.75 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
152 | 65.75 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
153 | 65.75 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
162 | 65.75 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 23 |
169 | 65.77 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 5 | 23 |
182 | 66.18 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 5 | 23 |
183 | 66.18 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 5 | 23 |
195 | 66.58 | wind | 9.0 | 30 | < th | dose independent | rect. | 5 | 23 |
199 | 66.69 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 1 | 1 |
223 | 68.17 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 1 | 1 |
231 | 68.62 | humidity | 50.0 | 30 | > th | dose independent | rect. | 5 | 23 |
244 | 69.16 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 4 | 10 |
252 | 69.34 | radiation | 1.0 | 10 | < th | dose independent | rect. | 4 | 10 |
264 | 69.46 | humidity | 90.0 | 270 | < th | dose independent | rect. | 1 | 1 |
265 | 69.47 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 4 | 8 |
267 | 69.48 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 4 | 4 |
281 | 69.65 | radiation | 1.0 | 10 | < th | dose independent | rect. | 4 | 8 |
283 | 69.67 | radiation | 1.0 | 10 | < th | dose independent | rect. | 4 | 4 |
329 | 70.19 | humidity | 90.0 | 270 | < th | dose independent | rect. | 1 | 4 |
347 | 70.33 | temperature | 30.0 | 30 | < th | dose independent | rect. | 5 | 23 |
372 | 70.53 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 3 | 6 |
385 | 70.63 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 5 | 23 |
386 | 70.64 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 2 | 3 |
400 | 70.70 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 19 | 23 |
430 | 70.79 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 6 | 23 |
451 | 70.86 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 14 |
452 | 70.86 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 1 | 23 |
472 | 70.91 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 2 | 1 |
473 | 70.91 | radiation | 1.0 | 30 | < th | dose independent | rect. | 19 | 23 |
476 | 70.92 | radiation | 1.0 | 10 | < th | dose independent | rect. | 2 | 12 |
482 | 70.94 | radiation | 1.0 | 90 | < th | dose independent | rect. | 7 | 22 |
493 | 70.98 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 11 | 18 |
496 | 70.98 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 17 | 23 |
500 | 71.00 | radiation | 1.0 | 90 | < th | dose dependent | no | NA | NA |
501 | 71.00 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 12 |
505 | 71.01 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 9 | 23 |
506 | 71.01 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 11 | 23 |
515 | 71.04 | radiation | 1.0 | 10 | > th | dose independent | sin | 3 | NA |
522 | 71.05 | radiation | 1.0 | 30 | < th | dose dependent | sin | 3 | NA |
528 | 71.06 | wind | 1.0 | 30 | > th | dose independent | rect. | 5 | 23 |
533 | 71.07 | wind | 5.0 | 14400 | < th | dose independent | rect. | 11 | 4 |
550 | 71.10 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 15 | 23 |
553 | 71.12 | radiation | 1.0 | 10 | < th | dose independent | rect. | 2 | 4 |
558 | 71.13 | radiation | 1.0 | 10 | < th | dose independent | sin | 3 | NA |
567 | 71.15 | radiation | 1.0 | 90 | > th | dose independent | rect. | 16 | 23 |
570 | 71.16 | wind | 5.0 | 14400 | > th | dose independent | rect. | 11 | 4 |
575 | 71.17 | radiation | 1.0 | 10 | < th | dose independent | rect. | 2 | 10 |
589 | 71.20 | radiation | 1.0 | 10 | < th | dose independent | rect. | 2 | 6 |
596 | 71.21 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 5 | 21 |
607 | 71.23 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 10 |
615 | 71.25 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 6 |
622 | 71.26 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 4 |
673 | 71.33 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
675 | 71.33 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 23 |
678 | 71.33 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 5 | 6 |
679 | 71.33 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 21 | 13 |
684 | 71.35 | wind | 5.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
705 | 71.38 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 5 | 23 |
721 | 71.40 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 5 | 3 |
725 | 71.41 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 3 |
726 | 71.41 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 3 |
729 | 71.41 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 3 |
733 | 71.41 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 3 |
742 | 71.41 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 3 |
743 | 71.41 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 3 | 3 |
752 | 71.41 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 21 |
763 | 71.42 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 5 | 7 |
764 | 71.42 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 20 | 1 |
776 | 71.45 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 12 |
781 | 71.45 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 5 | 21 |
788 | 71.47 | humidity | 90.0 | 720 | < th | dose independent | rect. | 4 | 1 |
801 | 71.49 | radiation | 1.0 | 90 | > th | dose independent | no | NA | NA |
802 | 71.49 | radiation | 1.0 | 90 | < th | dose independent | no | NA | NA |
808 | 71.49 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 15 |
864 | 71.50 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 5 | 14 |
865 | 71.50 | radiation | 1.0 | 90 | < th | dose independent | rect. | 11 | 23 |
867 | 71.50 | radiation | 1.0 | 90 | < th | dose independent | rect. | 17 | 23 |
877 | 71.51 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 5 | 14 |
920 | 71.54 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 6 | 3 |
923 | 71.54 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 4 | 5 |
924 | 71.54 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 1 | 8 |
939 | 71.55 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 8 | 1 |
950 | 71.55 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 5 | 6 |
993 | 71.60 | radiation | 1.0 | 90 | < th | dose independent | rect. | 15 | 23 |