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Os08g0199100 |
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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
109.38 | 0.491 | 6.94 | 0.108 | 0.26 | -0.606 | -1.68 | 1.58 | -0.166 | 2.86 | 4.904 | 9 | -- | -- |
111.53 | 0.496 | 6.93 | 0.181 | 0.161 | -0.425 | -1.56 | -- | -0.143 | 7.24 | 4.904 | 9 | -- | -- |
114.41 | 0.498 | 6.93 | 0.147 | 0.255 | -0.598 | -- | 0.768 | -0.145 | 2.77 | 5.001 | 8 | -- | -- |
117.42 | 0.505 | 6.94 | 0.143 | 0.254 | -0.611 | -- | -- | -0.15 | 2.41 | 5.143 | 6 | -- | -- |
116.12 | 0.505 | 6.94 | 0.147 | -- | -0.472 | -- | 0.673 | -0.143 | -- | 4.917 | 6 | -- | -- |
120.61 | 0.515 | 6.91 | 0.194 | 0.552 | -- | -1.04 | -- | -0.115 | 9.78 | -- | -- | -- | -- |
124.27 | 0.522 | 6.92 | 0.158 | 0.557 | -- | -- | -- | -0.115 | 10.4 | -- | -- | -- | -- |
118.95 | 0.508 | 6.94 | 0.157 | -- | -0.483 | -- | -- | -0.14 | -- | 4.916 | 3 | -- | -- |
117.97 | 0.506 | 6.94 | -- | 0.246 | -0.605 | -- | -- | -0.167 | 2.59 | 5.167 | 6 | -- | -- |
143.23 | 0.559 | 6.93 | 0.149 | -- | -- | -- | -- | -0.117 | -- | -- | -- | -- | -- |
124.93 | 0.523 | 6.92 | -- | 0.556 | -- | -- | -- | -0.132 | 10.4 | -- | -- | -- | -- |
119.59 | 0.509 | 6.94 | -- | -- | -0.482 | -- | -- | -0.156 | -- | 4.91 | 3 | -- | -- |
143.82 | 0.56 | 6.93 | -- | -- | -- | -- | -- | -0.133 | -- | -- | -- | -- | -- |
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 | 95.32 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 22 | 5 |
2 | 95.50 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 23 | 3 |
3 | 95.62 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 23 | 3 |
5 | 95.95 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 23 | 3 |
6 | 96.14 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 22 | 5 |
9 | 96.32 | humidity | 80.0 | 270 | > th | dose independent | rect. | 22 | 5 |
12 | 96.60 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 21 |
13 | 96.60 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 21 |
16 | 96.73 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 24 | 5 |
18 | 96.76 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 19 |
19 | 96.76 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 5 | 19 |
20 | 96.76 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 19 |
21 | 97.03 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 6 |
23 | 97.11 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 19 |
24 | 97.17 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 21 |
27 | 97.49 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 24 | 5 |
30 | 97.65 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 23 | 3 |
31 | 97.67 | temperature | 10.0 | 270 | > th | dose independent | rect. | 22 | 5 |
32 | 97.67 | temperature | 30.0 | 270 | < th | dose independent | rect. | 22 | 5 |
33 | 97.67 | humidity | 50.0 | 270 | > th | dose independent | rect. | 22 | 5 |
37 | 97.67 | radiation | 1.0 | 270 | < th | dose independent | rect. | 22 | 5 |
42 | 97.67 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 19 |
43 | 97.67 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 22 | 5 |
48 | 97.68 | wind | 9.0 | 270 | < th | dose independent | rect. | 22 | 5 |
52 | 97.73 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 22 | 5 |
53 | 97.73 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 22 | 5 |
54 | 97.74 | wind | 9.0 | 270 | < th | dose independent | rect. | 23 | 3 |
55 | 97.74 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 3 |
56 | 97.74 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 3 |
57 | 97.74 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 3 |
61 | 97.74 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 3 |
67 | 97.74 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 21 |
68 | 97.74 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 23 | 3 |
73 | 97.74 | wind | 9.0 | 270 | < th | dose dependent | rect. | 22 | 5 |
75 | 97.75 | radiation | 1.0 | 10 | < th | dose independent | rect. | 24 | 16 |
77 | 97.76 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 3 |
78 | 97.76 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 3 |
82 | 97.78 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 22 | 5 |
85 | 97.85 | radiation | 1.0 | 30 | > th | dose independent | sin | 7 | NA |
88 | 97.90 | radiation | 1.0 | 30 | < th | dose dependent | sin | 6 | NA |
90 | 97.91 | radiation | 1.0 | 10 | < th | dose independent | sin | 6 | NA |
93 | 97.99 | wind | 9.0 | 270 | < th | dose dependent | rect. | 23 | 3 |
97 | 98.02 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 22 | 5 |
102 | 98.10 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 24 | 17 |
106 | 98.20 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 24 | 5 |
108 | 98.22 | radiation | 1.0 | 10 | < th | dose independent | rect. | 24 | 14 |
116 | 98.37 | radiation | 1.0 | 10 | < th | dose independent | rect. | 24 | 6 |
119 | 98.40 | radiation | 1.0 | 10 | < th | dose independent | rect. | 24 | 12 |
122 | 98.40 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 23 | 3 |
129 | 98.43 | radiation | 1.0 | 10 | < th | dose independent | rect. | 24 | 8 |
142 | 98.60 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 24 | 6 |
144 | 98.61 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 24 | 14 |
181 | 98.79 | wind | 9.0 | 10 | < th | dose dependent | rect. | 24 | 5 |
182 | 98.79 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 24 | 12 |
186 | 98.82 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 24 | 8 |
194 | 98.86 | wind | 9.0 | 10 | < th | dose independent | rect. | 5 | 19 |
204 | 99.01 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 5 | 19 |
205 | 99.01 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 5 | 19 |
212 | 99.05 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 24 | 5 |
220 | 99.09 | wind | 9.0 | 10 | < th | dose independent | rect. | 24 | 5 |
221 | 99.09 | temperature | 10.0 | 10 | > th | dose independent | rect. | 24 | 5 |
222 | 99.09 | temperature | 30.0 | 10 | < th | dose independent | rect. | 24 | 5 |
223 | 99.09 | humidity | 50.0 | 10 | > th | dose independent | rect. | 24 | 5 |
232 | 99.09 | temperature | 10.0 | 10 | > th | dose independent | rect. | 5 | 19 |
234 | 99.09 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 24 | 5 |
235 | 99.09 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 24 | 5 |
246 | 99.20 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 1 | 2 |
259 | 99.35 | wind | 1.0 | 270 | > th | dose independent | rect. | 23 | 3 |
264 | 99.43 | humidity | 50.0 | 10 | > th | dose independent | rect. | 5 | 19 |
265 | 99.47 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 5 | 5 |
277 | 99.59 | wind | 3.0 | 270 | < th | dose independent | rect. | 22 | 5 |
281 | 99.63 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 19 |
299 | 99.83 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 19 |
338 | 99.94 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 24 | 5 |
340 | 99.94 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 24 | 5 |
358 | 100.13 | temperature | 25.0 | 90 | > th | dose independent | rect. | 1 | 3 |
376 | 100.25 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 5 | 19 |
392 | 100.33 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 19 |
403 | 100.42 | wind | 9.0 | 90 | < th | dose dependent | rect. | 1 | 2 |
413 | 100.46 | radiation | 40.0 | 270 | < th | dose independent | rect. | 3 | 6 |
447 | 100.61 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 1 | 2 |
465 | 100.72 | wind | 1.0 | 270 | > th | dose independent | rect. | 24 | 1 |
503 | 100.89 | wind | 7.0 | 90 | < th | dose independent | rect. | 1 | 2 |
505 | 100.89 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 6 |
506 | 100.89 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 6 |
512 | 100.90 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 21 |
513 | 100.90 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 5 | 2 |
554 | 100.93 | wind | 3.0 | 90 | < th | dose independent | rect. | 1 | 2 |
559 | 100.94 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 1 | 2 |
561 | 100.94 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 1 | 2 |
567 | 100.96 | temperature | 10.0 | 90 | > th | dose independent | rect. | 1 | 2 |
569 | 100.96 | temperature | 30.0 | 90 | < th | dose independent | rect. | 1 | 2 |
570 | 100.96 | humidity | 50.0 | 90 | > th | dose independent | rect. | 1 | 2 |
574 | 100.96 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 1 | 2 |
576 | 100.96 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 2 |
583 | 100.96 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 1 | 2 |
682 | 101.15 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 5 | 19 |
778 | 101.45 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 6 |
779 | 101.45 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 6 |
783 | 101.45 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 6 |
787 | 101.45 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 6 |
789 | 101.45 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 6 |
796 | 101.45 | temperature | 10.0 | 270 | > th | dose independent | rect. | 9 | 18 |
834 | 101.51 | radiation | 1.0 | 10 | > th | dose independent | rect. | 5 | 5 |
888 | 101.57 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 9 | 18 |
897 | 101.61 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 6 |
944 | 101.75 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 5 | 6 |
945 | 101.75 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 5 | 6 |
962 | 101.83 | wind | 1.0 | 90 | > th | dose independent | rect. | 24 | 5 |
967 | 101.85 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 11 | 18 |
973 | 101.88 | temperature | 10.0 | 10 | > th | dose independent | rect. | 5 | 6 |
975 | 101.88 | humidity | 50.0 | 10 | > th | dose independent | rect. | 5 | 6 |
976 | 101.88 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 5 | 6 |
977 | 101.88 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 5 | 6 |
978 | 101.88 | temperature | 10.0 | 10 | > th | dose independent | rect. | 11 | 18 |
984 | 101.89 | wind | 1.0 | 270 | > th | dose independent | rect. | 22 | 5 |