FiT-DB / Search/ Help/ Sample detail
Os05g0214400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Esterase/lipase/thioesterase domain containing 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
77.27 | 0.413 | 3.42 | 0.257 | 0.0702 | 0.692 | 0.395 | 1.56 | 0.00828 | 15.7 | 19.5 | 1968 | -- | -- |
81.18 | 0.42 | 3.37 | 0.5 | 0.0658 | 0.407 | 0.447 | -- | 0.0697 | 15.2 | 19.7 | 2154 | -- | -- |
77.72 | 0.411 | 3.42 | 0.262 | 0.0701 | 0.687 | -- | 1.55 | 0.00881 | 15.5 | 19.48 | 2007 | -- | -- |
81.6 | 0.421 | 3.37 | 0.51 | 0.0697 | 0.374 | -- | -- | 0.0767 | 14.9 | 20.8 | 2206 | -- | -- |
77.99 | 0.411 | 3.41 | 0.265 | -- | 0.69 | -- | 1.54 | 0.0105 | -- | 19.46 | 2036 | -- | -- |
83.99 | 0.43 | 3.39 | 0.298 | 0.0842 | -- | 0.397 | -- | -0.0256 | 14.3 | -- | -- | -- | -- |
84.57 | 0.431 | 3.39 | 0.309 | 0.0846 | -- | -- | -- | -0.0234 | 14 | -- | -- | -- | -- |
81.79 | 0.421 | 3.37 | 0.482 | -- | 0.366 | -- | -- | 0.0732 | -- | 20.8 | 2295 | -- | -- |
86.29 | 0.433 | 3.38 | -- | 0.0682 | 0.149 | -- | -- | -0.00892 | 15.6 | 22.19 | 2335 | -- | -- |
85 | 0.431 | 3.39 | 0.305 | -- | -- | -- | -- | -0.0254 | -- | -- | -- | -- | -- |
87.08 | 0.437 | 3.39 | -- | 0.0789 | -- | -- | -- | -0.0578 | 13.9 | -- | -- | -- | -- |
86.51 | 0.433 | 3.39 | -- | -- | 0.156 | -- | -- | -0.0135 | -- | 22.1 | 2340 | -- | -- |
87.46 | 0.437 | 3.4 | -- | -- | -- | -- | -- | -0.0592 | -- | -- | -- | -- | -- |
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 | 75.51 | wind | 9.0 | 4320 | < th | dose independent | rect. | 3 | 1 |
2 | 75.86 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 11 | 2 |
4 | 76.21 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 6 | 18 |
7 | 76.35 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 22 | 1 |
8 | 76.36 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 11 | 2 |
9 | 76.38 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 7 | 14 |
10 | 76.39 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 11 | 2 |
12 | 76.42 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 12 | 1 |
16 | 76.44 | temperature | 20.0 | 1440 | < th | dose dependent | sin | 21 | NA |
18 | 76.47 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 7 | 1 |
23 | 76.55 | wind | 9.0 | 4320 | > th | dose independent | rect. | 3 | 1 |
55 | 76.55 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 3 | 1 |
63 | 76.55 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 19 | 1 |
87 | 76.55 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 19 | 6 |
89 | 76.55 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 17 | 8 |
101 | 76.59 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 8 | 10 |
106 | 76.65 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 21 | 8 |
123 | 76.72 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 8 | 10 |
124 | 76.73 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 11 | 7 |
126 | 76.74 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 16 | 4 |
128 | 76.74 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 12 | 8 |
130 | 76.75 | temperature | 20.0 | 720 | > th | dose independent | rect. | 7 | 8 |
145 | 76.81 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 12 | 1 |
147 | 76.83 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 12 | 1 |
149 | 76.84 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 17 | 1 |
150 | 76.84 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 17 | 1 |
153 | 76.85 | wind | 5.0 | 4320 | > th | dose independent | rect. | 1 | 3 |
156 | 76.86 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 1 | 2 |
159 | 76.87 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 12 | 6 |
164 | 76.88 | temperature | 20.0 | 720 | < th | dose independent | rect. | 7 | 2 |
169 | 76.89 | wind | 5.0 | 4320 | < th | dose independent | rect. | 1 | 3 |
178 | 76.92 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 7 | 7 |
217 | 76.99 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 24 | 1 |
223 | 77.01 | wind | 7.0 | 4320 | > th | dose independent | rect. | 23 | 5 |
228 | 77.03 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 9 | 4 |
252 | 77.14 | wind | 5.0 | 4320 | > th | dose independent | rect. | 21 | 9 |
259 | 77.16 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 9 | 4 |
261 | 77.16 | wind | 7.0 | 4320 | > th | dose independent | rect. | 21 | 12 |
262 | 77.16 | wind | 7.0 | 4320 | < th | dose independent | rect. | 21 | 12 |
270 | 77.18 | wind | 7.0 | 4320 | < th | dose independent | rect. | 21 | 8 |
328 | 77.34 | wind | 9.0 | 43200 | < th | dose independent | rect. | 4 | 2 |
333 | 77.35 | wind | 1.0 | 270 | < th | dose dependent | rect. | 7 | 1 |
342 | 77.37 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 14 | 8 |
358 | 77.41 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 22 | 10 |
403 | 77.50 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 23 | 6 |
450 | 77.57 | temperature | 20.0 | 720 | < th | dose dependent | sin | 8 | NA |
481 | 77.59 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 3 | 2 |
498 | 77.60 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 7 | 6 |
614 | 77.66 | temperature | 20.0 | 720 | < th | dose dependent | no | NA | NA |
660 | 77.69 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 15 | 1 |
686 | 77.72 | wind | 9.0 | 4320 | < th | dose independent | rect. | 3 | 6 |
769 | 77.79 | temperature | 20.0 | 4320 | < th | dose independent | sin | 23 | NA |
800 | 77.81 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 11 | 1 |
805 | 77.81 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 11 | 1 |
826 | 77.83 | temperature | 20.0 | 720 | < th | dose independent | rect. | 5 | 4 |
834 | 77.83 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 1 | 5 |
878 | 77.87 | temperature | 20.0 | 4320 | > th | dose independent | sin | 23 | NA |
902 | 77.88 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 10 | 1 |
940 | 77.91 | wind | 9.0 | 43200 | > th | dose independent | rect. | 4 | 2 |
954 | 77.92 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 7 | 1 |