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Os02g0613200 |
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 = wind,
response mode = < th, dose dependency = dose dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
58.93 | 0.361 | 12.8 | 0.212 | 1.67 | -1.58 | -0.556 | -1.36 | 0.213 | 16.2 | 5.47 | 89 | 2.93 | 3.95 |
60.04 | 0.361 | 12.8 | 0.337 | 1.76 | -1.63 | -0.298 | -- | 0.206 | 16.3 | 5.083 | 106 | 2.78 | 3.78 |
58.49 | 0.356 | 12.8 | 0.233 | 1.65 | -1.63 | -- | -0.893 | 0.205 | 16.2 | 5.612 | 114 | 2.67 | 3.88 |
59.44 | 0.359 | 12.8 | 0.285 | 1.66 | -1.69 | -- | -- | 0.216 | 16.2 | 5.342 | 113 | 2.73 | 3.77 |
136.94 | 0.545 | 12.8 | 0.371 | -- | -2.47 | -- | -0.829 | 0.347 | -- | 8.716 | 105 | 2.5 | 4.4 |
119.32 | 0.512 | 12.8 | 0.18 | 2.6 | -- | 0.525 | -- | 0.197 | 16.7 | -- | -- | -- | -- |
120.05 | 0.513 | 12.8 | 0.183 | 2.61 | -- | -- | -- | 0.2 | 16.7 | -- | -- | -- | -- |
136.23 | 0.544 | 12.8 | 0.327 | -- | -2.57 | -- | -- | 0.272 | -- | 9.247 | 108 | 2.47 | 4.3 |
61.69 | 0.366 | 12.8 | -- | 1.64 | -1.67 | -- | -- | 0.199 | 16.2 | 5.539 | 110 | 2.76 | 3.75 |
480.96 | 1.02 | 12.8 | 0.0838 | -- | -- | -- | -- | 0.132 | -- | -- | -- | -- | -- |
120.93 | 0.514 | 12.8 | -- | 2.6 | -- | -- | -- | 0.18 | 16.7 | -- | -- | -- | -- |
118.06 | 0.506 | 12.9 | -- | -- | -2.62 | -- | -- | 0.162 | -- | 12.92 | 258 | 0.667 | 4.7 |
481.15 | 1.02 | 12.8 | -- | -- | -- | -- | -- | 0.123 | -- | -- | -- | -- | -- |
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 | 60.13 | wind | 5.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
4 | 61.90 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 4 |
5 | 61.90 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 4 |
6 | 61.99 | wind | 5.0 | 270 | < th | dose independent | rect. | 1 | 4 |
9 | 62.46 | wind | 3.0 | 90 | < th | dose independent | rect. | 3 | 4 |
35 | 64.17 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 4 |
37 | 64.17 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 4 |
38 | 64.17 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 4 |
41 | 64.17 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 4 |
42 | 64.17 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 4 |
44 | 64.17 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 4 |
49 | 64.17 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 20 |
50 | 64.17 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 1 | 4 |
54 | 64.18 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 3 |
58 | 64.39 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 20 |
64 | 64.80 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
66 | 64.83 | humidity | 70.0 | 90 | > th | dose independent | rect. | 3 | 4 |
67 | 64.83 | radiation | 20.0 | 90 | < th | dose independent | rect. | 3 | 4 |
68 | 64.87 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 5 |
71 | 64.92 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 4 |
73 | 64.92 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 4 |
74 | 64.92 | humidity | 50.0 | 90 | > th | dose independent | rect. | 3 | 4 |
76 | 64.92 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 4 |
77 | 64.92 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 3 | 4 |
79 | 64.92 | temperature | 10.0 | 90 | > th | dose independent | rect. | 7 | 20 |
81 | 64.96 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 3 | 4 |
83 | 65.02 | wind | 9.0 | 90 | < th | dose independent | rect. | 7 | 20 |
107 | 65.28 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 7 | 20 |
109 | 65.29 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
138 | 65.83 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 4 |
147 | 66.28 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 20 |
148 | 66.28 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 20 |
167 | 66.52 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 3 | 4 |
168 | 66.52 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 3 | 4 |
187 | 67.13 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 7 | 20 |
188 | 67.13 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 7 | 20 |
196 | 67.32 | radiation | 40.0 | 270 | < th | dose independent | rect. | 6 | 19 |
214 | 67.83 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 3 | 4 |
251 | 68.55 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 1 | 4 |
257 | 68.74 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 7 | 20 |
259 | 68.78 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 5 |
276 | 69.15 | temperature | 10.0 | 10 | > th | dose independent | rect. | 3 | 4 |
278 | 69.15 | temperature | 30.0 | 10 | < th | dose independent | rect. | 3 | 4 |
279 | 69.15 | humidity | 50.0 | 10 | > th | dose independent | rect. | 3 | 4 |
282 | 69.15 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 3 | 4 |
283 | 69.15 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 3 | 4 |
284 | 69.15 | radiation | 20.0 | 10 | < th | dose independent | rect. | 3 | 4 |
287 | 69.15 | temperature | 10.0 | 10 | > th | dose independent | rect. | 7 | 20 |
292 | 69.28 | wind | 9.0 | 10 | < th | dose independent | rect. | 7 | 20 |
338 | 69.73 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 6 | 19 |
371 | 70.12 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 7 | 20 |
373 | 70.12 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 7 | 20 |
376 | 70.25 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 4 | 3 |
381 | 70.34 | wind | 1.0 | 270 | > th | dose independent | rect. | 2 | 2 |
517 | 71.95 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 7 | 20 |
546 | 72.19 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 5 |
547 | 72.19 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 5 |
550 | 72.19 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 5 |
554 | 72.19 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 5 |
559 | 72.19 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 5 |
560 | 72.19 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 8 | 19 |
564 | 72.20 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 4 |
570 | 72.28 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 20 |
592 | 72.50 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 7 | 20 |
736 | 73.70 | temperature | 30.0 | 90 | < th | dose independent | rect. | 6 | 21 |
761 | 73.82 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 15 |
769 | 73.82 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 15 |
870 | 74.47 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 10 |
875 | 74.55 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 7 | 20 |
883 | 74.62 | wind | 9.0 | 90 | < th | dose dependent | rect. | 7 | 20 |
921 | 75.05 | wind | 1.0 | 270 | > th | dose independent | rect. | 5 | 20 |