FiT-DB / Search/ Help/ Sample detail
Os08g0321600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
359.56 | 0.891 | 6.34 | -1.12 | 1.81 | -1.25 | 0.815 | -0.0653 | -0.524 | 7.72 | 71.02 | 1256 | -- | -- |
359.35 | 0.883 | 6.34 | -1.13 | 1.83 | -1.26 | 0.814 | -- | -0.525 | 7.76 | 71.57 | 1239 | -- | -- |
361.21 | 0.885 | 6.34 | -1.1 | 1.83 | -1.26 | -- | -0.0149 | -0.521 | 7.79 | 71.67 | 1239 | -- | -- |
361.21 | 0.885 | 6.34 | -1.11 | 1.83 | -1.26 | -- | -- | -0.526 | 7.79 | 71.53 | 1238 | -- | -- |
528.22 | 1.07 | 6.39 | -1.04 | -- | -1.25 | -- | 0.28 | -0.474 | -- | 73 | 1344 | -- | -- |
415.09 | 0.955 | 6.3 | -0.872 | 1.79 | -- | 0.847 | -- | -0.342 | 7.16 | -- | -- | -- | -- |
416.98 | 0.956 | 6.3 | -0.854 | 1.8 | -- | -- | -- | -0.343 | 7.2 | -- | -- | -- | -- |
528.07 | 1.07 | 6.39 | -1.06 | -- | -1.28 | -- | -- | -0.496 | -- | 74 | 1347 | -- | -- |
391.55 | 0.922 | 6.31 | -- | 1.78 | -1.13 | -- | -- | -0.38 | 7.67 | 73.02 | 1285 | -- | -- |
587.42 | 1.13 | 6.34 | -0.821 | -- | -- | -- | -- | -0.312 | -- | -- | -- | -- | -- |
436.2 | 0.977 | 6.28 | -- | 1.79 | -- | -- | -- | -0.248 | 7.23 | -- | -- | -- | -- |
556.5 | 1.1 | 6.36 | -- | -- | -1.22 | -- | -- | -0.369 | -- | 75 | 1348 | -- | -- |
605.22 | 1.15 | 6.32 | -- | -- | -- | -- | -- | -0.221 | -- | -- | -- | -- | -- |
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 | 354.52 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 19 | 2 |
4 | 355.38 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 22 |
5 | 355.50 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 18 | 5 |
16 | 357.20 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 18 | 14 |
22 | 358.01 | temperature | 20.0 | 10 | > th | dose independent | rect. | 6 | 22 |
37 | 360.11 | humidity | 80.0 | 720 | < th | dose independent | rect. | 19 | 2 |
39 | 360.33 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 4 | 1 |
54 | 361.85 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 17 | 20 |
57 | 362.43 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
58 | 362.47 | humidity | 80.0 | 1440 | < th | dose dependent | sin | 9 | NA |
60 | 362.57 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
66 | 363.00 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 17 | 20 |
69 | 363.17 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 22 | 3 |
72 | 363.23 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 17 | 19 |
77 | 363.40 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 22 | 3 |
88 | 363.81 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 15 | 21 |
98 | 364.17 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 17 | 17 |
118 | 364.67 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 6 | 1 |
131 | 365.02 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 6 | 1 |
132 | 365.13 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 4 | 3 |
136 | 365.20 | humidity | 70.0 | 1440 | > th | dose independent | sin | 10 | NA |
148 | 365.49 | wind | 3.0 | 14400 | < th | dose independent | rect. | 2 | 1 |
149 | 365.51 | humidity | 70.0 | 1440 | < th | dose independent | sin | 10 | NA |
152 | 365.54 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 17 | 17 |
187 | 366.14 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 7 | 1 |
188 | 366.14 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 17 | 9 |
203 | 366.50 | wind | 3.0 | 14400 | > th | dose independent | rect. | 1 | 2 |
212 | 366.66 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 21 | 13 |
213 | 366.66 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 11 | 23 |
214 | 366.67 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 8 | 15 |
218 | 366.73 | humidity | 80.0 | 1440 | < th | dose dependent | no | NA | NA |
219 | 366.73 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 6 | 23 |
220 | 366.73 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 23 | 23 |
224 | 366.75 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 21 | 13 |
225 | 366.76 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 10 |
246 | 366.85 | temperature | 20.0 | 30 | > th | dose independent | rect. | 15 | 13 |
262 | 366.92 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 20 | 23 |
272 | 366.99 | humidity | 70.0 | 720 | > th | dose independent | rect. | 16 | 10 |
275 | 367.00 | humidity | 90.0 | 1440 | < th | dose dependent | sin | 5 | NA |
315 | 367.18 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
325 | 367.25 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 10 |
326 | 367.25 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
327 | 367.25 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 10 |
334 | 367.27 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 14 |
359 | 367.40 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 1 |
373 | 367.49 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 2 | 14 |
392 | 367.58 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 10 |
396 | 367.59 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
398 | 367.60 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 7 | NA |
469 | 367.91 | temperature | 20.0 | 1440 | > th | dose independent | sin | 10 | NA |
473 | 367.93 | temperature | 20.0 | 1440 | < th | dose independent | sin | 10 | NA |
506 | 368.05 | wind | 7.0 | 43200 | < th | dose dependent | rect. | 23 | 4 |
564 | 368.27 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 14 |
565 | 368.27 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 23 | 4 |
578 | 368.33 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 14 |
580 | 368.33 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 14 |
583 | 368.35 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 17 |
658 | 368.66 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 16 |
664 | 368.68 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 7 |
665 | 368.68 | temperature | 20.0 | 30 | > th | dose independent | rect. | 19 | 9 |
687 | 368.81 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 10 | 15 |
697 | 368.85 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 17 |
701 | 368.85 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 13 |
706 | 368.86 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 17 |
708 | 368.86 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 17 |
733 | 368.93 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 17 | 1 |
767 | 369.04 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 11 | 23 |
773 | 369.05 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 22 |
781 | 369.07 | humidity | 70.0 | 720 | < th | dose independent | rect. | 18 | 14 |
790 | 369.10 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 1 | 20 |
809 | 369.13 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 7 | NA |
810 | 369.13 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 6 | 15 |
821 | 369.13 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 6 | 23 |
824 | 369.13 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 7 | NA |
836 | 369.15 | humidity | 70.0 | 1440 | > th | dose independent | no | NA | NA |
855 | 369.16 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
872 | 369.18 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 7 | 1 |
873 | 369.18 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 18 | 5 |
934 | 369.32 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 7 | NA |
975 | 369.45 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 6 | 3 |
979 | 369.45 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 9 | 19 |
993 | 369.51 | wind | 3.0 | 14400 | > th | dose independent | rect. | 22 | 8 |