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Os12g0630100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Thaumatin-like protein precursor.
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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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
539.92 | 1.09 | 6.89 | -7.01 | 0.296 | 6.14 | -0.687 | 0.922 | -5.11 | 9.25 | 2.176 | 7018 | -- | -- |
540.74 | 1.08 | 6.91 | -7.15 | 0.306 | 6.04 | -0.685 | -- | -5.13 | 9.26 | 1.867 | 6989 | -- | -- |
541.55 | 1.08 | 6.89 | -7.03 | 0.304 | 6.15 | -- | 0.944 | -5.11 | 8.88 | 2.253 | 7013 | -- | -- |
542.29 | 1.08 | 6.93 | -7.24 | 0.306 | 6.08 | -- | -- | -5.17 | 8.87 | 4.386 | 7006 | -- | -- |
546.26 | 1.09 | 6.9 | -7.02 | -- | 6.13 | -- | 1.04 | -5.13 | -- | 3.095 | 7115 | -- | -- |
1169.22 | 1.6 | 6.57 | -4.18 | 0.391 | -- | -0.119 | -- | -3.6 | 5.74 | -- | -- | -- | -- |
1169.23 | 1.6 | 6.57 | -4.18 | 0.391 | -- | -- | -- | -3.6 | 5.55 | -- | -- | -- | -- |
547.12 | 1.09 | 6.94 | -7.24 | -- | 6.06 | -- | -- | -5.18 | -- | 4.239 | 7091 | -- | -- |
1322.91 | 1.69 | 6.39 | -- | 0.176 | 2.44 | -- | -- | -2.97 | 13.2 | 27.9 | 1406 | -- | -- |
1177.16 | 1.6 | 6.58 | -4.16 | -- | -- | -- | -- | -3.59 | -- | -- | -- | -- | -- |
1629.19 | 1.89 | 6.47 | -- | 0.326 | -- | -- | -- | -3.13 | 6.1 | -- | -- | -- | -- |
1324.07 | 1.69 | 6.42 | -- | -- | 2.42 | -- | -- | -2.9 | -- | 27.95 | 1416 | -- | -- |
1634.69 | 1.89 | 6.47 | -- | -- | -- | -- | -- | -3.13 | -- | -- | -- | -- | -- |
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 | 524.13 | wind | 7 | 43200 | < th | dose dependent | rect. | 8 | 2 |
4 | 528.26 | wind | 1 | 43200 | > th | dose dependent | rect. | 8 | 2 |
9 | 531.37 | wind | 5 | 43200 | < th | dose independent | rect. | 6 | 1 |
10 | 531.65 | humidity | 80 | 43200 | < th | dose independent | rect. | 22 | 1 |
11 | 531.72 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 10 |
13 | 533.26 | wind | 5 | 43200 | > th | dose independent | rect. | 6 | 1 |
17 | 537.04 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 10 |
24 | 537.84 | wind | 3 | 43200 | < th | dose independent | rect. | 3 | 1 |
25 | 538.07 | wind | 3 | 43200 | > th | dose dependent | rect. | 20 | 19 |
31 | 539.44 | wind | 3 | 43200 | > th | dose dependent | sin | 4 | NA |
38 | 541.70 | wind | 3 | 43200 | > th | dose independent | rect. | 3 | 1 |
40 | 542.31 | wind | 3 | 43200 | > th | dose dependent | rect. | 2 | 13 |
42 | 542.97 | wind | 3 | 43200 | > th | dose independent | rect. | 3 | 8 |
43 | 543.13 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 10 |
55 | 544.76 | radiation | 10 | 14400 | < th | dose dependent | rect. | 18 | 1 |
81 | 547.87 | temperature | 10 | 4320 | > th | dose dependent | rect. | 18 | 1 |
87 | 548.62 | wind | 3 | 43200 | < th | dose independent | rect. | 3 | 7 |
91 | 548.75 | radiation | 40 | 14400 | < th | dose dependent | rect. | 18 | 9 |
101 | 549.13 | wind | 1 | 43200 | > th | dose dependent | rect. | 3 | 9 |
107 | 549.32 | wind | 7 | 43200 | < th | dose dependent | rect. | 3 | 9 |
111 | 549.37 | radiation | 10 | 14400 | < th | dose dependent | rect. | 18 | 11 |
113 | 549.50 | wind | 9 | 43200 | < th | dose dependent | rect. | 3 | 11 |
115 | 549.55 | wind | 3 | 43200 | > th | dose independent | rect. | 7 | 4 |
120 | 549.80 | radiation | 30 | 14400 | < th | dose independent | rect. | 7 | 1 |
121 | 549.86 | radiation | 10 | 14400 | > th | dose dependent | rect. | 17 | 13 |
125 | 550.07 | wind | 3 | 43200 | > th | dose dependent | rect. | 6 | 1 |
202 | 553.91 | wind | 9 | 43200 | < th | dose dependent | sin | 5 | NA |
206 | 554.13 | humidity | 80 | 43200 | > th | dose independent | rect. | 22 | 1 |
223 | 554.89 | wind | 5 | 43200 | < th | dose independent | rect. | 19 | 21 |
242 | 555.60 | wind | 3 | 43200 | < th | dose independent | rect. | 7 | 3 |
256 | 556.30 | temperature | 30 | 4320 | < th | dose dependent | rect. | 18 | 1 |
258 | 556.43 | wind | 3 | 43200 | > th | dose dependent | rect. | 19 | 13 |
281 | 557.59 | wind | 5 | 43200 | > th | dose independent | rect. | 19 | 21 |
296 | 558.72 | radiation | 30 | 14400 | > th | dose independent | rect. | 7 | 1 |
318 | 558.98 | wind | 9 | 43200 | < th | dose dependent | rect. | 20 | 16 |
338 | 560.00 | radiation | 30 | 14400 | < th | dose independent | rect. | 24 | 8 |
346 | 560.28 | wind | 3 | 43200 | > th | dose dependent | sin | 11 | NA |
351 | 560.48 | wind | 5 | 43200 | < th | dose independent | rect. | 15 | 21 |
352 | 560.49 | radiation | 30 | 14400 | < th | dose independent | rect. | 19 | 13 |
357 | 560.58 | wind | 5 | 43200 | > th | dose independent | rect. | 15 | 21 |
428 | 562.83 | wind | 5 | 43200 | < th | dose independent | sin | 3 | NA |
431 | 562.85 | wind | 5 | 43200 | < th | dose independent | rect. | 1 | 15 |
433 | 562.88 | atmosphere | 1000 | 43200 | < th | dose dependent | rect. | 11 | 2 |
436 | 562.98 | radiation | 10 | 14400 | > th | dose dependent | rect. | 17 | 1 |
452 | 563.03 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 5 |
462 | 563.50 | wind | 5 | 43200 | > th | dose independent | rect. | 2 | 14 |
485 | 564.04 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 4 |
497 | 564.67 | wind | 5 | 43200 | > th | dose independent | sin | 3 | NA |
505 | 564.85 | wind | 5 | 43200 | < th | dose independent | rect. | 9 | 1 |
553 | 566.84 | humidity | 70 | 14400 | < th | dose dependent | rect. | 18 | 13 |
555 | 566.88 | atmosphere | 1000 | 43200 | < th | dose dependent | rect. | 9 | 6 |
562 | 567.11 | humidity | 70 | 14400 | < th | dose dependent | rect. | 18 | 3 |
657 | 569.70 | wind | 5 | 43200 | > th | dose independent | rect. | 9 | 1 |
668 | 570.03 | temperature | 10 | 4320 | > th | dose dependent | rect. | 7 | 16 |
681 | 570.21 | radiation | 30 | 14400 | > th | dose dependent | rect. | 16 | 16 |
699 | 570.50 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 4 |
846 | 573.19 | temperature | 10 | 4320 | > th | dose dependent | sin | 19 | NA |