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Os08g0125200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Concanavalin A-like lectin/glucanase domain containing 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
66.1 | 0.382 | 3.25 | -0.0657 | 0.124 | 9.65 | -0.179 | -25 | 0.195 | 6.09 | 49.43 | 11 | -- | -- |
68.57 | 0.389 | 3.18 | 0.164 | 0.0895 | -0.0314 | -0.28 | -- | 0.189 | 6.83 | 46.35 | 175 | -- | -- |
66.12 | 0.379 | 3.25 | -0.0615 | 0.12 | 9.68 | -- | -25.1 | 0.195 | 5.42 | 49.34 | 11 | -- | -- |
68.35 | 0.385 | 3.18 | 0.147 | 0.106 | 0.27 | -- | -- | 0.193 | 6.37 | 52.11 | 65 | -- | -- |
66.87 | 0.381 | 3.25 | -0.0543 | -- | 9.69 | -- | -25.2 | 0.197 | -- | 49.27 | 11 | -- | -- |
68.57 | 0.388 | 3.18 | 0.162 | 0.0893 | -- | -0.282 | -- | 0.189 | 6.84 | -- | -- | -- | -- |
68.7 | 0.388 | 3.18 | 0.156 | 0.0967 | -- | -- | -- | 0.189 | 5.42 | -- | -- | -- | -- |
68.93 | 0.387 | 3.18 | 0.145 | -- | 0.226 | -- | -- | 0.196 | -- | 52 | 72 | -- | -- |
68.73 | 0.386 | 3.18 | -- | 0.118 | 0.345 | -- | -- | 0.179 | 5.04 | 52 | 72 | -- | -- |
69.18 | 0.389 | 3.18 | 0.159 | -- | -- | -- | -- | 0.192 | -- | -- | -- | -- | -- |
69.34 | 0.39 | 3.18 | -- | 0.0993 | -- | -- | -- | 0.172 | 5.36 | -- | -- | -- | -- |
69.45 | 0.388 | 3.18 | -- | -- | 0.258 | -- | -- | 0.181 | -- | 52 | 58 | -- | -- |
69.85 | 0.39 | 3.18 | -- | -- | -- | -- | -- | 0.174 | -- | -- | -- | -- | -- |
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 | 63.11 | wind | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
3 | 63.20 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 1 |
4 | 63.23 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
9 | 63.29 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
11 | 63.31 | humidity | 80.0 | 30 | > th | dose independent | rect. | 2 | 1 |
13 | 63.31 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
17 | 63.32 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
20 | 63.32 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
23 | 63.32 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 2 | 1 |
24 | 63.32 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
26 | 63.32 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
31 | 63.32 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
32 | 63.32 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
33 | 63.32 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
38 | 63.32 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
39 | 63.33 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
42 | 63.36 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
44 | 63.37 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
57 | 63.55 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
94 | 63.78 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
107 | 64.33 | radiation | 10.0 | 10 | > th | dose independent | rect. | 17 | 14 |
108 | 64.37 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
109 | 64.37 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
111 | 64.60 | radiation | 10.0 | 10 | > th | dose dependent | rect. | 17 | 14 |
112 | 64.62 | humidity | 50.0 | 30 | > th | dose independent | rect. | 3 | 23 |
114 | 64.95 | radiation | 10.0 | 10 | > th | dose independent | rect. | 17 | 1 |
127 | 64.95 | humidity | 50.0 | 10 | < th | dose dependent | rect. | 17 | 19 |
131 | 64.99 | humidity | 50.0 | 10 | < th | dose independent | rect. | 17 | 21 |
133 | 65.00 | humidity | 50.0 | 10 | < th | dose independent | rect. | 17 | 19 |
137 | 65.09 | humidity | 50.0 | 10 | < th | dose independent | rect. | 17 | 1 |
156 | 65.14 | humidity | 50.0 | 10 | < th | dose dependent | rect. | 17 | 1 |
174 | 65.18 | radiation | 10.0 | 10 | > th | dose dependent | rect. | 17 | 1 |
207 | 65.46 | humidity | 50.0 | 10 | < th | dose dependent | sin | 9 | NA |
213 | 65.58 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
214 | 65.58 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 3 | 23 |
215 | 65.59 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
216 | 65.59 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 17 | 18 |
217 | 65.59 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
234 | 65.62 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 17 | 16 |
237 | 65.63 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 17 | 18 |
239 | 65.65 | humidity | 50.0 | 10 | < th | dose independent | sin | 8 | NA |
240 | 65.65 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 17 | 2 |
255 | 65.65 | temperature | 30.0 | 14400 | > th | dose dependent | sin | 10 | NA |
274 | 65.66 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 17 | 16 |
276 | 65.66 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 15 | 20 |
303 | 65.67 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 10 | 1 |
309 | 65.68 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 8 | 3 |
311 | 65.68 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 3 | 8 |
314 | 65.68 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 17 | 11 |
319 | 65.68 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 21 | 14 |
330 | 65.69 | temperature | 30.0 | 14400 | > th | dose independent | sin | 10 | NA |
332 | 65.69 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 17 | 2 |
346 | 65.69 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 10 | 3 |
364 | 65.70 | temperature | 30.0 | 14400 | < th | dose independent | sin | 10 | NA |
368 | 65.70 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 3 | 23 |
378 | 65.70 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 15 | 4 |
433 | 65.71 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 4 | 3 |
434 | 65.71 | temperature | 30.0 | 14400 | > th | dose dependent | sin | 3 | NA |
437 | 65.71 | temperature | 30.0 | 14400 | > th | dose dependent | no | NA | NA |
438 | 65.71 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 12 | 1 |
439 | 65.71 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 15 | 1 |
444 | 65.71 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 9 | 10 |
553 | 65.72 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 4 | 3 |
557 | 65.72 | temperature | 30.0 | 14400 | > th | dose dependent | sin | 19 | NA |
566 | 65.72 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 10 | 8 |
598 | 65.72 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 12 | 23 |
711 | 65.75 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 4 | 3 |
775 | 65.77 | humidity | 90.0 | 720 | > th | dose independent | rect. | 3 | 1 |
792 | 65.77 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 5 | 1 |
975 | 65.85 | humidity | 90.0 | 720 | < th | dose independent | rect. | 23 | 6 |