Os07g0142900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Aldo/keto reductase family protein.
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Os07g0142900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Aldo/keto reductase family 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 262.47 | 0.761 | 13 | -3.17 | 2.43 | -1.98 | 0.421 | -0.468 | -0.755 | 13.2 | 87.68 | 322 | -- | -- |
| 262.9 | 0.755 | 13 | -3.19 | 2.43 | -1.99 | 0.507 | -- | -0.759 | 13.2 | 87.73 | 316 | -- | -- |
| 263.14 | 0.756 | 13 | -3.14 | 2.42 | -1.98 | -- | -0.529 | -0.755 | 13.2 | 87.61 | 317 | -- | -- |
| 263.92 | 0.757 | 13 | -3.18 | 2.42 | -2.01 | -- | -- | -0.759 | 13.2 | 87.7 | 315 | -- | -- |
| 413.94 | 0.948 | 13.1 | -3.12 | -- | -2.77 | -- | -1.53 | -0.634 | -- | 77.17 | 102 | -- | -- |
| 340.6 | 0.865 | 12.9 | -3.46 | 3.04 | -- | 1.12 | -- | -0.454 | 14.4 | -- | -- | -- | -- |
| 345.18 | 0.87 | 12.9 | -3.43 | 3.04 | -- | -- | -- | -0.447 | 14.4 | -- | -- | -- | -- |
| 391.15 | 0.921 | 13 | -3.39 | -- | -2.88 | -- | -- | -0.743 | -- | 72.2 | 79 | -- | -- |
| 524.65 | 1.07 | 12.9 | -- | 2.47 | -2.5 | -- | -- | -0.48 | 12.8 | 87.01 | 359 | -- | -- |
| 892.73 | 1.4 | 12.9 | -3.56 | -- | -- | -- | -- | -0.522 | -- | -- | -- | -- | -- |
| 655.15 | 1.2 | 12.8 | -- | 3.11 | -- | -- | -- | -0.0653 | 14.4 | -- | -- | -- | -- |
| 690.31 | 1.22 | 12.9 | -- | -- | -2.98 | -- | -- | -0.43 | -- | 75.6 | 80 | -- | -- |
| 1226.66 | 1.63 | 12.8 | -- | -- | -- | -- | -- | -0.127 | -- | -- | -- | -- | -- |
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 | 253.00 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 6 | 20 |
| 3 | 253.09 | humidity | 90.0 | 270 | < th | dose independent | rect. | 19 | 19 |
| 4 | 253.22 | humidity | 90.0 | 270 | < th | dose independent | rect. | 6 | 19 |
| 40 | 260.12 | humidity | 90.0 | 720 | > th | dose dependent | sin | 21 | NA |
| 80 | 264.66 | humidity | 90.0 | 270 | < th | dose independent | rect. | 6 | 8 |
| 84 | 265.07 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 23 | 22 |
| 86 | 265.32 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 9 |
| 88 | 265.37 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 17 | 9 |
| 93 | 265.67 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 6 | 12 |
| 96 | 265.92 | humidity | 90.0 | 90 | < th | dose independent | rect. | 23 | 16 |
| 101 | 266.19 | humidity | 90.0 | 270 | > th | dose independent | rect. | 1 | 22 |
| 144 | 267.93 | humidity | 90.0 | 270 | < th | dose independent | sin | 6 | NA |
| 157 | 268.23 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 3 |
| 162 | 268.45 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 2 | 23 |
| 171 | 268.71 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
| 172 | 268.72 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 10 | 8 |
| 175 | 268.90 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 10 |
| 177 | 268.92 | humidity | 80.0 | 270 | > th | dose dependent | sin | 8 | NA |
| 202 | 269.46 | radiation | 1.0 | 270 | > th | dose independent | rect. | 17 | 22 |
| 203 | 269.47 | humidity | 90.0 | 90 | < th | dose independent | sin | 3 | NA |
| 213 | 269.61 | radiation | 1.0 | 270 | < th | dose independent | sin | 3 | NA |
| 216 | 269.66 | radiation | 1.0 | 270 | > th | dose independent | sin | 3 | NA |
| 218 | 269.68 | humidity | 80.0 | 90 | > th | dose dependent | sin | 4 | NA |
| 221 | 269.71 | radiation | 1.0 | 270 | > th | dose independent | rect. | 5 | 10 |
| 244 | 269.94 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 1 | 20 |
| 253 | 270.06 | humidity | 90.0 | 270 | < th | dose independent | no | NA | NA |
| 258 | 270.12 | humidity | 80.0 | 4320 | > th | dose dependent | rect. | 13 | 1 |
| 260 | 270.18 | humidity | 90.0 | 720 | > th | dose independent | rect. | 6 | 19 |
| 262 | 270.21 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 15 | 20 |
| 267 | 270.24 | humidity | 90.0 | 270 | > th | dose dependent | no | NA | NA |
| 268 | 270.24 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 13 | 23 |
| 280 | 270.32 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 16 | 23 |
| 309 | 270.64 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 9 | 15 |
| 330 | 270.86 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 3 |
| 331 | 270.87 | radiation | 1.0 | 270 | < th | dose dependent | sin | 3 | NA |
| 373 | 271.19 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 9 | 15 |
| 396 | 271.37 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 6 | 11 |
| 428 | 271.60 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 19 | 9 |
| 429 | 271.60 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 6 | 11 |
| 447 | 271.71 | humidity | 80.0 | 1440 | > th | dose independent | sin | 21 | NA |
| 483 | 271.97 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 6 | 15 |
| 492 | 272.01 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 6 | 18 |
| 503 | 272.07 | humidity | 80.0 | 1440 | > th | dose dependent | no | NA | NA |
| 510 | 272.12 | humidity | 90.0 | 270 | > th | dose independent | no | NA | NA |
| 511 | 272.12 | humidity | 90.0 | 270 | > th | dose independent | rect. | 14 | 22 |
| 521 | 272.17 | humidity | 90.0 | 270 | > th | dose independent | rect. | 16 | 23 |
| 545 | 272.38 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 13 | 23 |
| 564 | 272.51 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 9 | 12 |
| 574 | 272.59 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 19 | 4 |
| 585 | 272.66 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 6 | 22 |
| 588 | 272.68 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 9 | 23 |
| 596 | 272.74 | humidity | 80.0 | 1440 | < th | dose independent | sin | 21 | NA |
| 654 | 273.03 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 19 | 23 |
| 712 | 273.44 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 17 | 23 |
| 818 | 274.16 | humidity | 90.0 | 270 | > th | dose independent | rect. | 9 | 23 |
| 851 | 274.40 | humidity | 90.0 | 90 | > th | dose dependent | sin | 23 | NA |
| 929 | 274.80 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 23 | 12 |