Os03g0692500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Galectin, galactose-binding lectin family protein.
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Os03g0692500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Galectin, galactose-binding lectin 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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 75.48 | 0.408 | 7.07 | 0.462 | 0.816 | 0.314 | 0.0286 | -0.129 | -0.252 | 2.32 | 89.85 | 145 | -- | -- |
| 75.55 | 0.405 | 7.07 | 0.477 | 0.823 | 0.318 | 0.112 | -- | -0.251 | 2.33 | 89.7 | 144 | -- | -- |
| 75.49 | 0.405 | 7.07 | 0.46 | 0.814 | 0.313 | -- | -0.142 | -0.252 | 2.31 | 89.87 | 144 | -- | -- |
| 75.59 | 0.405 | 7.07 | 0.472 | 0.818 | 0.312 | -- | -- | -0.251 | 2.3 | 89.67 | 144 | -- | -- |
| 94.44 | 0.453 | 7.06 | 0.399 | -- | 0.511 | -- | -0.762 | -0.262 | -- | 88 | 973 | -- | -- |
| 80.08 | 0.42 | 7.06 | 0.426 | 0.618 | -- | -0.123 | -- | -0.192 | 1.69 | -- | -- | -- | -- |
| 80.14 | 0.419 | 7.06 | 0.43 | 0.619 | -- | -- | -- | -0.191 | 1.72 | -- | -- | -- | -- |
| 92.95 | 0.449 | 7.07 | 0.513 | -- | 0.617 | -- | -- | -0.258 | -- | 85.95 | 1013 | -- | -- |
| 81.41 | 0.42 | 7.08 | -- | 0.8 | 0.274 | -- | -- | -0.293 | 2.25 | 89.82 | 135 | -- | -- |
| 103.44 | 0.475 | 7.05 | 0.455 | -- | -- | -- | -- | -0.177 | -- | -- | -- | -- | -- |
| 85.01 | 0.431 | 7.07 | -- | 0.627 | -- | -- | -- | -0.239 | 1.74 | -- | -- | -- | -- |
| 99.64 | 0.465 | 7.08 | -- | -- | 0.57 | -- | -- | -0.304 | -- | 85.04 | 990 | -- | -- |
| 108.9 | 0.487 | 7.06 | -- | -- | -- | -- | -- | -0.228 | -- | -- | -- | -- | -- |
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 | 68.00 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 16 |
| 2 | 68.35 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 8 |
| 17 | 69.58 | temperature | 25.0 | 90 | > th | dose independent | rect. | 19 | 15 |
| 29 | 70.15 | temperature | 25.0 | 90 | < th | dose independent | rect. | 20 | 12 |
| 33 | 70.19 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 19 | 13 |
| 34 | 70.21 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 7 |
| 37 | 70.26 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 19 |
| 43 | 70.35 | temperature | 15.0 | 90 | > th | dose independent | rect. | 7 | 18 |
| 45 | 70.39 | wind | 1.0 | 30 | > th | dose independent | rect. | 8 | 17 |
| 46 | 70.40 | wind | 7.0 | 270 | < th | dose independent | rect. | 6 | 19 |
| 53 | 70.54 | wind | 9.0 | 10 | < th | dose independent | rect. | 8 | 17 |
| 54 | 70.54 | radiation | 1.0 | 90 | > th | dose independent | rect. | 11 | 20 |
| 57 | 70.56 | wind | 5.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 60 | 70.59 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 1 | 7 |
| 61 | 70.61 | wind | 1.0 | 270 | > th | dose independent | rect. | 16 | 9 |
| 64 | 70.62 | temperature | 20.0 | 10 | > th | dose independent | rect. | 8 | 4 |
| 75 | 70.73 | wind | 7.0 | 270 | < th | dose independent | rect. | 16 | 9 |
| 76 | 70.74 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
| 81 | 70.76 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 8 | 17 |
| 88 | 70.82 | wind | 5.0 | 270 | < th | dose independent | rect. | 2 | 3 |
| 101 | 70.89 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 8 | 17 |
| 103 | 70.90 | wind | 9.0 | 4320 | < th | dose independent | rect. | 2 | 7 |
| 106 | 70.90 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 8 | 17 |
| 107 | 70.90 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 8 | 17 |
| 112 | 70.93 | temperature | 25.0 | 90 | > th | dose independent | rect. | 19 | 8 |
| 124 | 71.01 | wind | 9.0 | 90 | < th | dose dependent | rect. | 1 | 6 |
| 138 | 71.10 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 1 | 6 |
| 141 | 71.10 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 1 | 6 |
| 142 | 71.10 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 21 | 11 |
| 146 | 71.12 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 7 |
| 149 | 71.12 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 2 | 7 |
| 151 | 71.12 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 2 | 7 |
| 152 | 71.12 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 17 |
| 159 | 71.14 | humidity | 90.0 | 30 | < th | dose independent | rect. | 8 | 17 |
| 163 | 71.15 | temperature | 10.0 | 30 | > th | dose independent | rect. | 1 | 7 |
| 165 | 71.15 | temperature | 30.0 | 30 | < th | dose independent | rect. | 1 | 7 |
| 166 | 71.15 | humidity | 50.0 | 30 | > th | dose independent | rect. | 1 | 7 |
| 168 | 71.15 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 1 | 7 |
| 169 | 71.15 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 1 | 7 |
| 171 | 71.15 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 23 |
| 172 | 71.16 | wind | 9.0 | 30 | < th | dose independent | rect. | 1 | 7 |
| 188 | 71.18 | radiation | 40.0 | 90 | < th | dose independent | rect. | 1 | 6 |
| 229 | 71.31 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 9 |
| 232 | 71.31 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 9 |
| 247 | 71.36 | temperature | 25.0 | 90 | < th | dose independent | sin | 9 | NA |
| 270 | 71.42 | temperature | 25.0 | 90 | > th | dose independent | sin | 9 | NA |
| 274 | 71.43 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 2 |
| 284 | 71.47 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 1 | 7 |
| 293 | 71.49 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 8 | 17 |
| 297 | 71.50 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 15 |
| 344 | 71.62 | wind | 5.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
| 362 | 71.65 | radiation | 1.0 | 90 | < th | dose independent | sin | 15 | NA |
| 365 | 71.65 | humidity | 90.0 | 90 | < th | dose independent | rect. | 18 | 7 |
| 366 | 71.65 | radiation | 1.0 | 90 | < th | dose dependent | sin | 15 | NA |
| 372 | 71.67 | humidity | 50.0 | 90 | > th | dose independent | rect. | 7 | 18 |
| 380 | 71.69 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 1 | 6 |
| 385 | 71.70 | wind | 1.0 | 90 | > th | dose independent | rect. | 7 | 20 |
| 387 | 71.71 | temperature | 25.0 | 90 | < th | dose independent | rect. | 17 | 15 |
| 388 | 71.71 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
| 412 | 71.75 | humidity | 90.0 | 90 | < th | dose independent | rect. | 18 | 18 |
| 414 | 71.76 | wind | 7.0 | 270 | < th | dose independent | rect. | 7 | 2 |
| 421 | 71.77 | wind | 1.0 | 90 | > th | dose independent | rect. | 1 | 6 |
| 425 | 71.77 | temperature | 20.0 | 90 | > th | dose dependent | sin | 8 | NA |
| 427 | 71.77 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 19 | 9 |
| 436 | 71.80 | humidity | 70.0 | 270 | > th | dose independent | rect. | 7 | 2 |
| 437 | 71.80 | wind | 7.0 | 10 | < th | dose independent | rect. | 8 | 4 |
| 456 | 71.83 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 2 |
| 458 | 71.83 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 2 |
| 459 | 71.83 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 2 |
| 462 | 71.83 | temperature | 10.0 | 270 | > th | dose independent | rect. | 9 | 22 |
| 466 | 71.84 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 2 |
| 467 | 71.84 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 2 |
| 471 | 71.84 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 2 |
| 475 | 71.86 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 2 |
| 477 | 71.86 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 4 |
| 490 | 71.87 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
| 523 | 71.92 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 9 |
| 524 | 71.92 | radiation | 40.0 | 270 | < th | dose independent | rect. | 16 | 9 |
| 526 | 71.92 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 15 |
| 527 | 71.92 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 15 |
| 535 | 71.93 | humidity | 90.0 | 10 | < th | dose independent | rect. | 8 | 4 |
| 542 | 71.94 | radiation | 40.0 | 90 | < th | dose independent | rect. | 12 | 19 |
| 545 | 71.95 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 4 |
| 560 | 71.96 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 10 |
| 604 | 72.02 | radiation | 1.0 | 30 | > th | dose independent | rect. | 16 | 15 |
| 613 | 72.03 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 15 |
| 619 | 72.03 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 15 |
| 635 | 72.06 | radiation | 1.0 | 90 | > th | dose independent | sin | 14 | NA |
| 639 | 72.06 | temperature | 25.0 | 90 | < th | dose independent | rect. | 23 | 9 |
| 642 | 72.06 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 7 | 2 |
| 651 | 72.07 | temperature | 25.0 | 270 | < th | dose independent | rect. | 21 | 9 |
| 704 | 72.12 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 8 | 4 |
| 708 | 72.13 | wind | 1.0 | 10 | > th | dose independent | rect. | 8 | 4 |
| 745 | 72.18 | temperature | 10.0 | 90 | > th | dose dependent | sin | 8 | NA |
| 756 | 72.19 | radiation | 1.0 | 270 | < th | dose dependent | sin | 6 | NA |
| 765 | 72.20 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 15 |
| 771 | 72.20 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 15 |
| 777 | 72.21 | wind | 7.0 | 270 | < th | dose dependent | rect. | 17 | 8 |
| 779 | 72.22 | radiation | 1.0 | 10 | > th | dose independent | rect. | 8 | 4 |
| 786 | 72.23 | temperature | 25.0 | 90 | < th | dose independent | rect. | 5 | 2 |
| 788 | 72.23 | temperature | 10.0 | 10 | > th | dose independent | rect. | 8 | 4 |
| 790 | 72.23 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 8 | 4 |
| 791 | 72.23 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 8 | 4 |
| 792 | 72.23 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 8 | 4 |
| 795 | 72.23 | temperature | 10.0 | 10 | > th | dose independent | rect. | 12 | 20 |
| 797 | 72.23 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 8 | 4 |
| 807 | 72.24 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 10 |
| 819 | 72.26 | wind | 7.0 | 270 | < th | dose independent | rect. | 17 | 17 |
| 854 | 72.29 | radiation | 40.0 | 10 | < th | dose independent | rect. | 12 | 20 |
| 856 | 72.29 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 19 | 7 |
| 864 | 72.30 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 7 | 2 |
| 866 | 72.30 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 7 | 5 |
| 867 | 72.30 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 21 | 9 |
| 901 | 72.33 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 5 |
| 907 | 72.34 | wind | 7.0 | 270 | < th | dose independent | rect. | 6 | 5 |
| 909 | 72.34 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 15 |
| 917 | 72.35 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 23 | 7 |
| 973 | 72.42 | radiation | 1.0 | 270 | > th | dose independent | rect. | 17 | 19 |
| 987 | 72.44 | radiation | 20.0 | 10 | < th | dose independent | rect. | 1 | 7 |