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Os08g0276100 |
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 = temperature,
response mode = < th, dose dependency = dose independent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
112.51 | 0.498 | 14 | -0.87 | 4.61 | -2.26 | 1.45 | 0.0992 | -0.285 | 1.28 | 31.92 | 247 | 19 | 18 |
112.53 | 0.494 | 14 | -0.865 | 4.6 | -2.26 | 1.47 | -- | -0.285 | 1.29 | 31.99 | 247 | 19 | 18 |
120.99 | 0.512 | 14 | -0.901 | 4.6 | -2.26 | -- | 0.306 | -0.293 | 1.28 | 32 | 245 | 19 | 18 |
121.31 | 0.513 | 14 | -0.901 | 4.6 | -2.26 | -- | -- | -0.293 | 1.28 | 32 | 245 | 19 | 18 |
143 | 0.557 | 14 | -0.912 | -- | -4.1 | -- | 0.865 | -0.295 | -- | 65.86 | 914 | 19 | 18 |
214.55 | 0.687 | 14 | -0.741 | 4.44 | -- | 1.2 | -- | -0.199 | 23.6 | -- | -- | -- | -- |
220.82 | 0.696 | 14 | -0.789 | 4.43 | -- | -- | -- | -0.204 | 23.6 | -- | -- | -- | -- |
128.8 | 0.529 | 14 | -0.896 | -- | -4.14 | -- | -- | -0.306 | -- | 88.88 | 913 | 19.1 | 18 |
143.1 | 0.557 | 14 | -- | 4.57 | -2.21 | -- | -- | -0.21 | 1.25 | 32.73 | 241 | 19.1 | 17.9 |
1455.61 | 1.78 | 13.9 | -0.666 | -- | -- | -- | -- | -0.153 | -- | -- | -- | -- | -- |
237.23 | 0.72 | 14 | -- | 4.42 | -- | -- | -- | -0.116 | 23.6 | -- | -- | -- | -- |
149.87 | 0.57 | 13.9 | -- | -- | -4.11 | -- | -- | -0.213 | -- | 94.63 | 912 | 19 | 18 |
1467.3 | 1.79 | 13.9 | -- | -- | -- | -- | -- | -0.079 | -- | -- | -- | -- | -- |
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 | 116.65 | temperature | 30.0 | 270 | < th | dose independent | rect. | 19 | 18 |
2 | 117.73 | wind | 1.0 | 270 | > th | dose independent | rect. | 13 | 6 |
3 | 119.17 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 6 |
4 | 119.31 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 6 |
6 | 119.31 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 13 | 6 |
8 | 119.31 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 18 |
9 | 119.31 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 18 |
10 | 119.49 | wind | 9.0 | 270 | < th | dose independent | rect. | 19 | 18 |
11 | 119.83 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 6 |
12 | 119.83 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 6 |
13 | 120.15 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 19 | 18 |
14 | 120.15 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 19 | 18 |
19 | 123.86 | humidity | 50.0 | 270 | > th | dose independent | rect. | 19 | 18 |
20 | 123.96 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 13 | 6 |
31 | 124.58 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 24 | 8 |
37 | 124.69 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 13 | 6 |
49 | 125.44 | temperature | 10.0 | 270 | > th | dose independent | rect. | 18 | 7 |
50 | 125.44 | humidity | 50.0 | 270 | > th | dose independent | rect. | 18 | 7 |
51 | 125.44 | radiation | 20.0 | 270 | < th | dose independent | rect. | 18 | 7 |
54 | 125.44 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 17 |
55 | 125.44 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 17 |
56 | 125.46 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 18 | 7 |
58 | 125.49 | wind | 9.0 | 270 | < th | dose independent | rect. | 18 | 7 |
60 | 125.53 | radiation | 1.0 | 270 | < th | dose independent | rect. | 17 | 8 |
63 | 125.86 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 17 |
67 | 126.27 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 18 | 7 |
72 | 126.46 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 9 |
73 | 126.46 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 9 |
76 | 126.52 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 15 | 6 |
81 | 127.09 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 8 |
82 | 127.09 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 8 |
83 | 127.09 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 8 |
84 | 127.09 | temperature | 10.0 | 270 | > th | dose independent | rect. | 14 | 16 |
85 | 127.30 | wind | 9.0 | 270 | < th | dose independent | rect. | 14 | 16 |
96 | 127.51 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 17 |
97 | 127.51 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 17 |
98 | 127.54 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 8 |
99 | 127.59 | temperature | 15.0 | 270 | > th | dose independent | rect. | 23 | 9 |
100 | 127.60 | radiation | 40.0 | 270 | < th | dose independent | rect. | 24 | 8 |
103 | 127.79 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 18 | 7 |
105 | 127.79 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 18 | 7 |
110 | 127.90 | humidity | 70.0 | 270 | > th | dose independent | rect. | 24 | 8 |
116 | 127.95 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 8 |
118 | 127.95 | temperature | 30.0 | 270 | < th | dose independent | rect. | 24 | 8 |
119 | 127.95 | humidity | 50.0 | 270 | > th | dose independent | rect. | 24 | 8 |
121 | 127.95 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 8 |
123 | 127.95 | temperature | 10.0 | 270 | > th | dose independent | rect. | 8 | 16 |
132 | 128.13 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 7 |
137 | 128.28 | temperature | 30.0 | 270 | < th | dose independent | rect. | 18 | 7 |
140 | 128.32 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 24 | 8 |
150 | 128.73 | radiation | 40.0 | 10 | < th | dose independent | rect. | 15 | 6 |
151 | 128.77 | wind | 1.0 | 10 | > th | dose independent | rect. | 15 | 6 |
152 | 128.79 | temperature | 10.0 | 10 | > th | dose independent | rect. | 15 | 6 |
154 | 128.79 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 15 | 6 |
156 | 128.79 | temperature | 10.0 | 10 | > th | dose independent | rect. | 21 | 18 |
157 | 128.79 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 21 | 18 |
158 | 128.83 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 15 | 6 |
159 | 128.83 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 15 | 6 |
164 | 129.05 | wind | 9.0 | 270 | < th | dose independent | rect. | 8 | 16 |
178 | 129.26 | wind | 9.0 | 10 | < th | dose independent | rect. | 15 | 6 |
184 | 129.28 | radiation | 40.0 | 270 | < th | dose independent | rect. | 14 | 3 |
192 | 129.32 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 8 |
194 | 129.32 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 8 |
199 | 129.41 | wind | 1.0 | 270 | > th | dose independent | rect. | 14 | 3 |
200 | 129.41 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 16 |
201 | 129.41 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 16 |
203 | 129.48 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 16 | 6 |
206 | 129.48 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 22 | 18 |
210 | 129.54 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 21 | 18 |
211 | 129.54 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 21 | 18 |
220 | 129.68 | temperature | 10.0 | 270 | > th | dose independent | rect. | 15 | 2 |
222 | 129.68 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 15 | 2 |
224 | 129.68 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 22 |
225 | 129.69 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 2 |
231 | 129.72 | radiation | 1.0 | 270 | > th | dose independent | rect. | 13 | 5 |
243 | 129.85 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 15 | 2 |
244 | 129.85 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 15 | 2 |
245 | 129.90 | wind | 9.0 | 30 | < th | dose independent | rect. | 21 | 18 |
272 | 130.00 | radiation | 40.0 | 90 | < th | dose independent | rect. | 13 | 8 |
279 | 130.09 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 17 |
325 | 130.68 | radiation | 1.0 | 270 | > th | dose independent | rect. | 4 | 9 |
348 | 130.75 | temperature | 30.0 | 270 | < th | dose independent | rect. | 19 | 5 |
369 | 130.82 | radiation | 40.0 | 270 | < th | dose independent | rect. | 14 | 16 |
371 | 130.88 | radiation | 1.0 | 270 | > th | dose independent | rect. | 18 | 20 |
442 | 131.45 | radiation | 40.0 | 270 | < th | dose independent | rect. | 13 | 5 |
468 | 131.77 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 16 |
471 | 131.77 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 16 |
484 | 131.99 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 7 |
485 | 131.99 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 15 | 1 |
499 | 132.22 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 6 | 7 |
560 | 133.04 | humidity | 90.0 | 270 | < th | dose independent | rect. | 13 | 6 |
577 | 133.31 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 13 | 17 |
606 | 133.80 | humidity | 90.0 | 270 | < th | dose independent | rect. | 15 | 2 |
608 | 133.81 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 15 | 2 |
610 | 133.82 | wind | 1.0 | 270 | > th | dose independent | rect. | 18 | 7 |
613 | 133.84 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 15 | 17 |
615 | 133.86 | radiation | 1.0 | 270 | > th | dose independent | sin | 16 | NA |
656 | 134.16 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 15 | 6 |
698 | 134.33 | radiation | 1.0 | 270 | < th | dose dependent | sin | 16 | NA |
708 | 134.50 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 13 | 17 |
722 | 134.62 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 7 |
725 | 134.70 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 8 | 7 |
741 | 134.91 | wind | 1.0 | 270 | > th | dose independent | rect. | 19 | 5 |
852 | 135.78 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 8 | 7 |
858 | 135.78 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 8 | 7 |
862 | 135.83 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 13 | 17 |
865 | 135.85 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 2 | 17 |
869 | 135.95 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 18 | 6 |
880 | 136.09 | wind | 1.0 | 270 | > th | dose independent | rect. | 19 | 18 |
881 | 136.09 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 19 | 18 |
885 | 136.18 | radiation | 20.0 | 10 | < th | dose independent | rect. | 2 | 19 |
889 | 136.21 | temperature | 10.0 | 90 | > th | dose independent | rect. | 8 | 7 |
890 | 136.21 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 8 | 7 |
893 | 136.24 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 8 | 7 |
904 | 136.36 | radiation | 1.0 | 270 | < th | dose independent | sin | 16 | NA |
907 | 136.37 | wind | 1.0 | 270 | > th | dose independent | rect. | 6 | 7 |
919 | 136.45 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 15 | 15 |
955 | 136.91 | wind | 1.0 | 270 | > th | dose independent | rect. | 13 | 16 |
995 | 137.16 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 15 | 17 |