Os05g0569400
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Aldose 1-epimerase family protein.
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Os05g0569400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Aldose 1-epimerase 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 = precipitation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 143.09 | 0.562 | 8.4 | -1.77 | 1.44 | -3.33 | 0.385 | 5.09 | -0.226 | 4.62 | 0.05374 | 706 | -- | -- |
| 144.13 | 0.559 | 8.44 | -1.84 | 1.45 | -1.94 | 0.368 | -- | -0.212 | 4.62 | -0.1859 | 716 | -- | -- |
| 143.46 | 0.558 | 8.4 | -1.78 | 1.44 | -3.33 | -- | 5.15 | -0.229 | 4.62 | -0.006297 | 705 | -- | -- |
| 144.55 | 0.56 | 8.44 | -1.87 | 1.43 | -1.93 | -- | -- | -0.231 | 4.62 | 0.1303 | 716 | -- | -- |
| 253.47 | 0.741 | 8.41 | -1.75 | -- | -3.25 | -- | 5.62 | -0.184 | -- | 0.07204 | 636 | -- | -- |
| 167.53 | 0.607 | 8.42 | -2.08 | 1.42 | -- | 0.179 | -- | -0.161 | 4.79 | -- | -- | -- | -- |
| 167.61 | 0.606 | 8.43 | -2.08 | 1.42 | -- | -- | -- | -0.162 | 4.77 | -- | -- | -- | -- |
| 254.98 | 0.744 | 8.45 | -1.85 | -- | -1.76 | -- | -- | -0.167 | -- | 0.3651 | 636 | -- | -- |
| 231.12 | 0.708 | 8.38 | -- | 1.44 | -2.39 | -- | -- | -0.0557 | 4.47 | 0.2175 | 879 | -- | -- |
| 274.18 | 0.774 | 8.44 | -2.03 | -- | -- | -- | -- | -0.125 | -- | -- | -- | -- | -- |
| 281.68 | 0.785 | 8.37 | -- | 1.38 | -- | -- | -- | 0.0698 | 4.82 | -- | -- | -- | -- |
| 336.11 | 0.854 | 8.42 | -- | -- | -1.98 | -- | -- | -0.0384 | -- | -0.1369 | 1630 | -- | -- |
| 382.58 | 0.913 | 8.39 | -- | -- | -- | -- | -- | 0.0999 | -- | -- | -- | -- | -- |
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 | 130.95 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 15 |
| 2 | 130.95 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 15 |
| 3 | 132.65 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 17 |
| 4 | 132.65 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 17 |
| 9 | 133.29 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 21 |
| 10 | 133.70 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 2 |
| 11 | 133.70 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 12 | 133.84 | temperature | 15.0 | 270 | > th | dose independent | rect. | 2 | 15 |
| 15 | 134.11 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 19 | 8 |
| 22 | 134.91 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 9 |
| 23 | 135.03 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 15 |
| 24 | 135.10 | radiation | 20.0 | 10 | < th | dose independent | rect. | 4 | 15 |
| 25 | 135.11 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 15 |
| 27 | 135.18 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 4 | 15 |
| 29 | 135.26 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 18 | 9 |
| 30 | 135.28 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 16 |
| 33 | 135.32 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 9 |
| 34 | 135.32 | radiation | 20.0 | 270 | < th | dose independent | rect. | 17 | 9 |
| 38 | 135.32 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 15 |
| 39 | 135.35 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 17 | 9 |
| 40 | 135.39 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 18 | 9 |
| 52 | 135.65 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 7 |
| 53 | 135.65 | radiation | 20.0 | 90 | < th | dose independent | rect. | 3 | 15 |
| 54 | 135.68 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 9 |
| 55 | 135.73 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 6 |
| 56 | 135.73 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 6 |
| 57 | 135.78 | wind | 5.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 61 | 135.82 | wind | 7.0 | 30 | < th | dose independent | rect. | 19 | 9 |
| 65 | 135.87 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 4 | 15 |
| 66 | 135.87 | radiation | 1.0 | 270 | < th | dose independent | rect. | 6 | 20 |
| 70 | 135.89 | wind | 3.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 76 | 136.02 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 22 |
| 85 | 136.10 | temperature | 10.0 | 90 | > th | dose independent | rect. | 19 | 8 |
| 86 | 136.10 | temperature | 30.0 | 90 | < th | dose independent | rect. | 19 | 8 |
| 87 | 136.10 | humidity | 50.0 | 90 | > th | dose independent | rect. | 19 | 8 |
| 89 | 136.10 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 19 | 8 |
| 90 | 136.10 | radiation | 1.0 | 90 | < th | dose independent | rect. | 19 | 8 |
| 102 | 136.17 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 7 |
| 103 | 136.17 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 4 |
| 125 | 136.28 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 7 |
| 126 | 136.28 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 7 |
| 127 | 136.28 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 7 |
| 128 | 136.28 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 17 |
| 131 | 136.36 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 9 | 14 |
| 134 | 136.38 | radiation | 10.0 | 270 | < th | dose independent | rect. | 1 | 7 |
| 137 | 136.46 | wind | 5.0 | 90 | < th | dose dependent | rect. | 3 | 5 |
| 138 | 136.47 | radiation | 20.0 | 90 | < th | dose independent | rect. | 3 | 6 |
| 139 | 136.47 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 7 |
| 140 | 136.47 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 7 |
| 142 | 136.49 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 19 | 8 |
| 143 | 136.49 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 19 | 8 |
| 144 | 136.51 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 9 |
| 150 | 136.63 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 2 |
| 153 | 136.71 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 13 | 17 |
| 155 | 136.72 | temperature | 25.0 | 270 | < th | dose independent | rect. | 2 | 3 |
| 156 | 136.74 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 15 | 12 |
| 179 | 136.91 | radiation | 40.0 | 270 | < th | dose independent | rect. | 13 | 17 |
| 180 | 136.91 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 19 | 9 |
| 185 | 136.96 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 18 |
| 203 | 137.10 | wind | 9.0 | 30 | < th | dose independent | rect. | 4 | 15 |
| 211 | 137.13 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 15 |
| 214 | 137.15 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 1 | 6 |
| 237 | 137.19 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 16 | 7 |
| 253 | 137.28 | wind | 9.0 | 270 | < th | dose dependent | rect. | 1 | 6 |
| 260 | 137.37 | wind | 3.0 | 90 | < th | dose independent | rect. | 3 | 5 |
| 273 | 137.47 | wind | 1.0 | 270 | > th | dose independent | rect. | 18 | 8 |
| 311 | 137.68 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 6 |
| 318 | 137.76 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 17 |
| 322 | 137.81 | wind | 5.0 | 10 | < th | dose dependent | rect. | 4 | 5 |
| 324 | 137.84 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 2 |
| 330 | 137.87 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 334 | 137.89 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 3 | 6 |
| 335 | 137.89 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 339 | 137.89 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 3 | 6 |
| 341 | 137.90 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 344 | 137.90 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 347 | 137.90 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 348 | 137.90 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 353 | 137.90 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 22 |
| 355 | 137.91 | wind | 1.0 | 270 | > th | dose independent | rect. | 6 | 7 |
| 363 | 137.96 | radiation | 10.0 | 270 | < th | dose independent | rect. | 2 | 4 |
| 365 | 138.00 | wind | 7.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 386 | 138.08 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 8 |
| 388 | 138.09 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 18 |
| 401 | 138.14 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 403 | 138.14 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 404 | 138.14 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 407 | 138.14 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 6 |
| 408 | 138.14 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 412 | 138.14 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 18 |
| 420 | 138.15 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 19 | 2 |
| 478 | 138.29 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 20 |
| 484 | 138.30 | humidity | 90.0 | 720 | > th | dose dependent | sin | 20 | NA |
| 537 | 138.58 | radiation | 1.0 | 90 | < th | dose dependent | sin | 13 | NA |
| 561 | 138.69 | radiation | 30.0 | 90 | < th | dose independent | rect. | 15 | 16 |
| 575 | 138.73 | temperature | 25.0 | 270 | < th | dose independent | sin | 9 | NA |
| 594 | 138.82 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 3 | 6 |
| 629 | 138.95 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
| 686 | 139.19 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 23 |
| 688 | 139.19 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 23 |
| 695 | 139.23 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 19 | 8 |
| 696 | 139.23 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 9 | 4 |
| 715 | 139.34 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 17 | 4 |
| 734 | 139.43 | wind | 1.0 | 270 | > th | dose independent | rect. | 6 | 20 |
| 776 | 139.62 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 11 | 2 |
| 825 | 139.80 | wind | 3.0 | 10 | < th | dose independent | rect. | 4 | 5 |
| 838 | 139.85 | humidity | 50.0 | 90 | > th | dose independent | rect. | 8 | 19 |
| 851 | 139.91 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 8 | 19 |
| 949 | 140.24 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 19 | 10 |
| 983 | 140.33 | humidity | 90.0 | 720 | < th | dose independent | rect. | 17 | 7 |
| 984 | 140.33 | temperature | 20.0 | 270 | > th | dose independent | rect. | 6 | 19 |
| 987 | 140.37 | humidity | 90.0 | 720 | > th | dose independent | rect. | 16 | 7 |
| 991 | 140.37 | wind | 9.0 | 90 | < th | dose dependent | rect. | 18 | 9 |