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Os11g0664100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description :
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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 independent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
352.24 | 0.882 | 3.31 | -0.364 | 0.22 | 3.55 | 0.0777 | -7.98 | -0.393 | 15.1 | 25 | 275 | 0.975 | 4.05 |
358.7 | 0.882 | 3.31 | -0.169 | 0.202 | 3.5 | 0.208 | -- | -0.345 | 14.8 | 25.02 | 249 | 0.917 | 4.11 |
352.24 | 0.874 | 3.31 | -0.363 | 0.222 | 3.52 | -- | -7.93 | -0.395 | 15.1 | 25.01 | 275 | 0.964 | 4.06 |
358.76 | 0.882 | 3.3 | -0.162 | 0.204 | 3.46 | -- | -- | -0.336 | 15 | 25.01 | 251 | 0.85 | 4.15 |
354.78 | 0.877 | 3.31 | -0.361 | -- | 3.38 | -- | -7.74 | -0.376 | -- | 25.03 | 275 | 0.998 | 4.02 |
425.74 | 0.967 | 3.22 | -0.116 | 0.235 | -- | -0.712 | -- | 0.00543 | 6.02 | -- | -- | -- | -- |
426.93 | 0.968 | 3.22 | -0.121 | 0.233 | -- | -- | -- | 0.0085 | 6.5 | -- | -- | -- | -- |
361.04 | 0.885 | 3.3 | -0.182 | -- | 3.32 | -- | -- | -0.327 | -- | 25.01 | 258 | 0.883 | 4.15 |
359.39 | 0.883 | 3.3 | -- | 0.212 | 3.45 | -- | -- | -0.325 | 14.7 | 25 | 252 | 0.819 | 4.18 |
429.76 | 0.969 | 3.23 | -0.115 | -- | -- | -- | -- | 0.0133 | -- | -- | -- | -- | -- |
427.32 | 0.967 | 3.22 | -- | 0.232 | -- | -- | -- | 0.022 | 6.53 | -- | -- | -- | -- |
361.79 | 0.886 | 3.3 | -- | -- | 3.26 | -- | -- | -0.305 | -- | 25.02 | 258 | 0.866 | 4.16 |
430.11 | 0.968 | 3.22 | -- | -- | -- | -- | -- | 0.0261 | -- | -- | -- | -- | -- |
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 | 352.47 | temperature | 25.0 | 270 | > th | dose independent | rect. | 1 | 4 |
2 | 355.71 | temperature | 25.0 | 270 | > th | dose independent | rect. | 2 | 2 |
3 | 357.81 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 2 | 2 |
5 | 358.51 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
6 | 358.57 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 4 | 1 |
10 | 359.45 | temperature | 25.0 | 90 | > th | dose independent | rect. | 4 | 1 |
11 | 359.72 | temperature | 25.0 | 10 | > th | dose independent | rect. | 4 | 1 |
15 | 360.82 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 1 |
18 | 361.03 | temperature | 25.0 | 10 | > th | dose independent | rect. | 2 | 3 |
27 | 362.91 | wind | 1.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
29 | 364.74 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 2 | 3 |
37 | 366.05 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
40 | 366.87 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
50 | 367.91 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 5 | 23 |
53 | 369.02 | wind | 1.0 | 30 | > th | dose independent | rect. | 4 | 1 |
62 | 372.92 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
72 | 373.92 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 4 | 1 |
75 | 374.14 | wind | 5.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
79 | 374.28 | wind | 5.0 | 30 | < th | dose independent | rect. | 4 | 1 |
85 | 374.48 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
86 | 374.49 | wind | 7.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
88 | 374.49 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
91 | 374.49 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
95 | 374.49 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
104 | 374.49 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
105 | 374.49 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
106 | 374.49 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
115 | 374.49 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 23 |
119 | 374.50 | temperature | 10.0 | 30 | > th | dose independent | rect. | 4 | 1 |
121 | 374.50 | temperature | 30.0 | 30 | < th | dose independent | rect. | 4 | 1 |
122 | 374.50 | humidity | 50.0 | 30 | > th | dose independent | rect. | 4 | 1 |
126 | 374.50 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 4 | 1 |
128 | 374.50 | radiation | 1.0 | 30 | < th | dose independent | rect. | 4 | 1 |
133 | 374.50 | temperature | 10.0 | 30 | > th | dose independent | rect. | 5 | 23 |
134 | 374.50 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
140 | 374.54 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 4 | 1 |
141 | 374.54 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 4 | 1 |
144 | 374.62 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
149 | 374.84 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
154 | 375.06 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
194 | 376.99 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 5 | 23 |
195 | 376.99 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 5 | 23 |
214 | 380.65 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 23 | 6 |
217 | 380.94 | humidity | 50.0 | 30 | > th | dose independent | rect. | 5 | 23 |
222 | 381.44 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 1 | 1 |
226 | 381.64 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 5 | 23 |
237 | 382.80 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 1 | 3 |
242 | 382.99 | temperature | 25.0 | 270 | > th | dose independent | rect. | 10 | 21 |
250 | 383.40 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 15 | 2 |
257 | 383.66 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 14 | 4 |
261 | 383.82 | temperature | 25.0 | 270 | < th | dose independent | rect. | 18 | 16 |
263 | 383.86 | wind | 9.0 | 30 | < th | dose independent | rect. | 5 | 23 |
302 | 385.08 | temperature | 25.0 | 270 | < th | dose independent | rect. | 13 | 22 |
314 | 385.42 | temperature | 25.0 | 270 | < th | dose independent | rect. | 17 | 21 |
316 | 385.46 | atmosphere | 995.0 | 4320 | < th | dose independent | rect. | 4 | 11 |
326 | 385.59 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 23 | 3 |
339 | 385.76 | atmosphere | 995.0 | 4320 | < th | dose dependent | rect. | 3 | 13 |
341 | 385.80 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 11 | 8 |
343 | 385.83 | temperature | 25.0 | 270 | > th | dose independent | rect. | 13 | 17 |
353 | 385.96 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 11 | 10 |
357 | 385.99 | atmosphere | 995.0 | 4320 | < th | dose dependent | rect. | 18 | 22 |
363 | 386.06 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 7 | 10 |
377 | 386.32 | temperature | 25.0 | 720 | < th | dose independent | sin | 10 | NA |
392 | 386.49 | atmosphere | 995.0 | 4320 | < th | dose independent | rect. | 15 | 1 |
410 | 386.62 | temperature | 25.0 | 270 | < th | dose independent | rect. | 8 | 23 |
411 | 386.63 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 20 | 19 |
415 | 386.70 | temperature | 25.0 | 720 | > th | dose independent | sin | 10 | NA |
448 | 386.95 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 1 | 14 |
465 | 387.00 | atmosphere | 995.0 | 4320 | < th | dose dependent | rect. | 15 | 1 |
525 | 387.35 | atmosphere | 995.0 | 4320 | > th | dose independent | sin | 6 | NA |
592 | 387.69 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 5 | 21 |
618 | 387.91 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 24 | 1 |
619 | 387.92 | temperature | 25.0 | 270 | < th | dose independent | no | NA | NA |
647 | 388.16 | atmosphere | 995.0 | 4320 | < th | dose independent | sin | 6 | NA |
663 | 388.42 | temperature | 25.0 | 270 | < th | dose independent | rect. | 4 | 23 |
691 | 388.43 | atmosphere | 995.0 | 4320 | < th | dose dependent | sin | 4 | NA |
776 | 389.75 | temperature | 25.0 | 270 | > th | dose independent | rect. | 23 | 23 |
780 | 389.82 | temperature | 25.0 | 270 | > th | dose independent | rect. | 19 | 23 |
797 | 390.19 | temperature | 25.0 | 270 | < th | dose independent | rect. | 24 | 23 |
805 | 390.28 | temperature | 25.0 | 720 | > th | dose independent | rect. | 17 | 16 |
864 | 390.94 | temperature | 25.0 | 270 | > th | dose independent | no | NA | NA |
899 | 391.22 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 5 | 17 |
908 | 391.31 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 5 | 12 |
955 | 391.76 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 5 | 21 |
978 | 391.93 | atmosphere | 1000.0 | 90 | > th | dose dependent | rect. | 5 | 18 |
987 | 392.02 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 5 | 10 |