Os10g0462600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Plus agglutinin.
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Os10g0462600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Plus agglutinin.
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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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 87.23 | 0.439 | 11.1 | -0.295 | 1.73 | 0.741 | 0.933 | 0.453 | 0.211 | 19.5 | 70 | 1252 | -- | -- |
| 87.66 | 0.436 | 11.1 | -0.229 | 1.74 | 0.771 | 0.954 | -- | 0.224 | 19.4 | 71 | 1250 | -- | -- |
| 89.59 | 0.441 | 11.1 | -0.306 | 1.73 | 0.737 | -- | 0.372 | 0.216 | 19.4 | 70.33 | 1252 | -- | -- |
| 89.78 | 0.441 | 11.1 | -0.256 | 1.73 | 0.775 | -- | -- | 0.244 | 19.4 | 72 | 1259 | -- | -- |
| 244.91 | 0.729 | 11.1 | -0.371 | -- | 0.794 | -- | 0.504 | 0.142 | -- | 71.15 | 1352 | -- | -- |
| 109.1 | 0.49 | 11.2 | -0.4 | 1.73 | -- | 0.838 | -- | 0.127 | 19.1 | -- | -- | -- | -- |
| 110.95 | 0.493 | 11.2 | -0.416 | 1.73 | -- | -- | -- | 0.129 | 19.1 | -- | -- | -- | -- |
| 244.56 | 0.728 | 11.1 | -0.296 | -- | 0.796 | -- | -- | 0.218 | -- | 72 | 1346 | -- | -- |
| 91.53 | 0.446 | 11.1 | -- | 1.73 | 0.79 | -- | -- | 0.266 | 19.4 | 72 | 1259 | -- | -- |
| 268.24 | 0.765 | 11.1 | -0.45 | -- | -- | -- | -- | 0.0976 | -- | -- | -- | -- | -- |
| 115.51 | 0.503 | 11.1 | -- | 1.73 | -- | -- | -- | 0.175 | 19 | -- | -- | -- | -- |
| 245.2 | 0.729 | 11.1 | -- | -- | 1.15 | -- | -- | 0.192 | -- | 76 | 1363 | -- | -- |
| 273.58 | 0.772 | 11.1 | -- | -- | -- | -- | -- | 0.147 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
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Histogram 
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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 | 81.18 | wind | 3.0 | 14400 | < th | dose independent | rect. | 3 | 1 |
| 2 | 82.10 | wind | 3.0 | 14400 | > th | dose independent | rect. | 3 | 1 |
| 5 | 83.02 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 6 | 8 |
| 17 | 83.52 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 3 | 1 |
| 21 | 83.84 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 6 | 8 |
| 28 | 84.13 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 6 | 6 |
| 42 | 84.68 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 5 |
| 59 | 85.15 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 3 | 1 |
| 60 | 85.18 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
| 65 | 85.40 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 5 |
| 68 | 85.41 | humidity | 60.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
| 77 | 85.51 | wind | 3.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
| 89 | 85.86 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 91 | 85.89 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 14 | 19 |
| 96 | 85.97 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 14 | 6 |
| 110 | 86.02 | humidity | 80.0 | 1440 | < th | dose independent | sin | 4 | NA |
| 111 | 86.03 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 7 | 7 |
| 117 | 86.14 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 13 |
| 121 | 86.19 | wind | 7.0 | 14400 | > th | dose independent | rect. | 12 | 1 |
| 124 | 86.21 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
| 127 | 86.22 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 21 | 15 |
| 141 | 86.36 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 18 |
| 144 | 86.38 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 14 |
| 145 | 86.39 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 3 |
| 156 | 86.47 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 14 |
| 168 | 86.52 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 5 |
| 183 | 86.53 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 12 |
| 188 | 86.54 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 10 |
| 215 | 86.58 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 3 | 10 |
| 231 | 86.65 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 4 | 1 |
| 234 | 86.66 | wind | 3.0 | 43200 | < th | dose dependent | sin | 7 | NA |
| 236 | 86.67 | wind | 9.0 | 43200 | < th | dose independent | rect. | 12 | 2 |
| 241 | 86.69 | wind | 3.0 | 43200 | < th | dose independent | rect. | 20 | 11 |
| 245 | 86.69 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 17 | 19 |
| 256 | 86.76 | humidity | 80.0 | 1440 | > th | dose independent | sin | 4 | NA |
| 261 | 86.77 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 21 | 10 |
| 270 | 86.80 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 6 | 1 |
| 284 | 86.88 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 1 |
| 285 | 86.88 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 3 |
| 288 | 86.89 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
| 291 | 86.90 | humidity | 60.0 | 14400 | < th | dose independent | sin | 12 | NA |
| 292 | 86.90 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
| 303 | 86.93 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 3 |
| 305 | 86.93 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 3 |
| 306 | 86.94 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 11 | 6 |
| 318 | 86.99 | humidity | 60.0 | 14400 | > th | dose independent | sin | 12 | NA |
| 341 | 87.07 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 11 | 6 |
| 342 | 87.07 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 11 | 6 |
| 345 | 87.09 | wind | 3.0 | 43200 | < th | dose independent | sin | 4 | NA |
| 348 | 87.09 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 3 | 10 |
| 350 | 87.10 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 18 | 18 |
| 363 | 87.14 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 8 |
| 370 | 87.18 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 3 |
| 373 | 87.19 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 6 | 1 |
| 378 | 87.22 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 4 | 1 |
| 392 | 87.25 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 12 | 2 |
| 410 | 87.31 | wind | 3.0 | 43200 | > th | dose independent | sin | 4 | NA |
| 424 | 87.35 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 4 | 1 |
| 430 | 87.37 | humidity | 80.0 | 1440 | < th | dose dependent | sin | 8 | NA |
| 433 | 87.38 | wind | 3.0 | 43200 | > th | dose independent | rect. | 20 | 11 |
| 457 | 87.45 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 11 | 6 |
| 461 | 87.47 | wind | 3.0 | 43200 | < th | dose independent | sin | 10 | NA |
| 467 | 87.48 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 18 | 18 |
| 488 | 87.55 | wind | 9.0 | 14400 | < th | dose independent | rect. | 8 | 3 |
| 515 | 87.61 | wind | 3.0 | 43200 | < th | dose independent | rect. | 23 | 8 |
| 516 | 87.61 | wind | 3.0 | 43200 | < th | dose independent | rect. | 4 | 10 |
| 564 | 87.73 | wind | 1.0 | 270 | < th | dose independent | rect. | 4 | 1 |
| 579 | 87.75 | humidity | 90.0 | 1440 | < th | dose dependent | sin | 4 | NA |
| 600 | 87.81 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 11 | 9 |
| 610 | 87.82 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 5 |
| 612 | 87.83 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 7 |
| 615 | 87.83 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 7 |
| 623 | 87.85 | wind | 3.0 | 43200 | > th | dose independent | sin | 10 | NA |
| 625 | 87.85 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 11 | 9 |
| 630 | 87.85 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 11 | 9 |
| 664 | 87.91 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
| 676 | 87.93 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 9 |
| 705 | 87.99 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 23 | 14 |
| 709 | 88.00 | humidity | 50.0 | 1440 | > th | dose dependent | sin | 3 | NA |
| 723 | 88.02 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 16 | 18 |
| 776 | 88.09 | wind | 3.0 | 43200 | > th | dose independent | rect. | 23 | 8 |
| 806 | 88.12 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 13 |
| 823 | 88.15 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 16 |
| 860 | 88.21 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 16 |
| 866 | 88.21 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
| 870 | 88.21 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 16 |
| 871 | 88.21 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 17 |
| 892 | 88.26 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 2 | 11 |
| 938 | 88.35 | wind | 1.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
| 965 | 88.39 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 2 | 11 |
| 972 | 88.40 | wind | 9.0 | 14400 | > th | dose independent | rect. | 7 | 4 |
| 977 | 88.41 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 7 | 1 |
| 993 | 88.43 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 1000 | 88.45 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 12 | 1 |