FiT-DB / Search/ Help/ Sample detail
Os12g0532500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Hypothetical protein.
|
log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
|
_____ |
|
__
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44.53 | 0.314 | 9.5 | -1.88 | 0.161 | -1.48 | -0.0272 | 0.49 | -0.0313 | 8.37 | 24.3 | 6072 | -- | -- |
44.51 | 0.311 | 9.49 | -1.85 | 0.164 | -1.65 | -0.0554 | -- | -0.0252 | 8.37 | 23.6 | 6167 | -- | -- |
44.49 | 0.311 | 9.49 | -1.87 | 0.159 | -1.55 | -- | 0.322 | -0.0247 | 8.24 | 23.9 | 6075 | -- | -- |
44.51 | 0.311 | 9.49 | -1.85 | 0.165 | -1.64 | -- | -- | -0.019 | 8.28 | 23.6 | 6133 | -- | -- |
45.86 | 0.315 | 9.5 | -1.86 | -- | -1.56 | -- | 0.238 | -0.0204 | -- | 23.8 | 5952 | -- | -- |
77.03 | 0.411 | 9.4 | -0.99 | 0.161 | -- | -0.0278 | -- | 0.378 | 7.86 | -- | -- | -- | -- |
77.03 | 0.411 | 9.4 | -0.991 | 0.161 | -- | -- | -- | 0.378 | 7.77 | -- | -- | -- | -- |
45.89 | 0.315 | 9.49 | -1.83 | -- | -1.62 | -- | -- | -0.013 | -- | 23.66 | 5953 | -- | -- |
90.47 | 0.445 | 9.4 | -- | 0.169 | -0.923 | -- | -- | 0.374 | 4.69 | 23.6 | 6133 | -- | -- |
78.43 | 0.414 | 9.4 | -0.989 | -- | -- | -- | -- | 0.38 | -- | -- | -- | -- | -- |
102.91 | 0.475 | 9.37 | -- | 0.155 | -- | -- | -- | 0.488 | 8.22 | -- | -- | -- | -- |
91.92 | 0.448 | 9.4 | -- | -- | -0.869 | -- | -- | 0.383 | -- | 23.66 | 5953 | -- | -- |
104.23 | 0.477 | 9.38 | -- | -- | -- | -- | -- | 0.49 | -- | -- | -- | -- | -- |
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 | 44.21 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 11 |
2 | 44.22 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 11 |
3 | 44.32 | humidity | 60 | 43200 | < th | dose dependent | rect. | 6 | 6 |
6 | 44.37 | humidity | 60 | 43200 | < th | dose dependent | rect. | 20 | 17 |
27 | 44.48 | humidity | 60 | 43200 | < th | dose dependent | sin | 8 | NA |
30 | 44.50 | humidity | 60 | 43200 | < th | dose independent | rect. | 19 | 17 |
36 | 44.52 | humidity | 60 | 43200 | < th | dose independent | rect. | 7 | 3 |
45 | 44.61 | humidity | 60 | 43200 | > th | dose independent | rect. | 6 | 4 |
47 | 44.61 | humidity | 70 | 43200 | < th | dose dependent | rect. | 8 | 1 |
58 | 44.71 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 1 |
61 | 44.71 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 7 |
70 | 44.74 | humidity | 60 | 43200 | < th | dose independent | rect. | 2 | 9 |
75 | 44.77 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 1 |
93 | 44.82 | humidity | 60 | 43200 | > th | dose independent | rect. | 21 | 14 |
105 | 44.87 | temperature | 25 | 4320 | < th | dose dependent | rect. | 21 | 3 |
135 | 44.95 | temperature | 25 | 4320 | < th | dose dependent | rect. | 20 | 7 |
153 | 45.03 | temperature | 25 | 4320 | < th | dose dependent | rect. | 19 | 13 |
162 | 45.05 | humidity | 60 | 43200 | > th | dose independent | rect. | 2 | 9 |
163 | 45.05 | temperature | 25 | 4320 | < th | dose dependent | sin | 11 | NA |
266 | 45.28 | temperature | 25 | 4320 | < th | dose dependent | sin | 14 | NA |
271 | 45.29 | temperature | 10 | 4320 | > th | dose dependent | rect. | 22 | 1 |
363 | 45.45 | temperature | 10 | 4320 | > th | dose dependent | rect. | 17 | 13 |
374 | 45.47 | temperature | 25 | 4320 | > th | dose independent | rect. | 11 | 1 |
375 | 45.47 | temperature | 25 | 4320 | < th | dose dependent | rect. | 5 | 2 |
389 | 45.49 | temperature | 25 | 4320 | < th | dose dependent | rect. | 2 | 1 |
402 | 45.50 | temperature | 10 | 4320 | > th | dose dependent | rect. | 21 | 6 |
403 | 45.50 | temperature | 10 | 4320 | > th | dose dependent | rect. | 20 | 8 |
417 | 45.52 | temperature | 10 | 4320 | > th | dose dependent | rect. | 21 | 11 |
421 | 45.53 | temperature | 25 | 4320 | < th | dose independent | rect. | 11 | 1 |
427 | 45.53 | temperature | 10 | 4320 | > th | dose dependent | rect. | 19 | 10 |
447 | 45.55 | temperature | 10 | 4320 | > th | dose dependent | sin | 12 | NA |
530 | 45.62 | temperature | 10 | 4320 | > th | dose dependent | rect. | 2 | 5 |
607 | 45.69 | temperature | 20 | 43200 | < th | dose independent | rect. | 7 | 1 |
620 | 45.70 | temperature | 20 | 43200 | > th | dose independent | rect. | 7 | 1 |
622 | 45.70 | temperature | 10 | 4320 | > th | dose dependent | rect. | 2 | 1 |
703 | 45.76 | temperature | 10 | 4320 | > th | dose dependent | rect. | 5 | 1 |
745 | 45.79 | temperature | 25 | 4320 | < th | dose dependent | no | NA | NA |
804 | 45.83 | temperature | 20 | 4320 | > th | dose dependent | rect. | 17 | 1 |
882 | 45.87 | temperature | 25 | 4320 | < th | dose dependent | rect. | 2 | 23 |
883 | 45.87 | temperature | 25 | 4320 | < th | dose dependent | rect. | 5 | 23 |