FiT-DB / Search/ Help/ Sample detail
Os04g0587900 |
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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
82.74 | 0.427 | 2.99 | -0.522 | 0.282 | 0.23 | -1.15 | -1.66 | 0.501 | 20.5 | 10.18 | 4393 | -- | -- |
84.51 | 0.428 | 2.96 | -0.305 | 0.237 | 0.228 | -1.09 | -- | 0.579 | 20.6 | 11.8 | 5187 | -- | -- |
84.38 | 0.428 | 3 | -0.603 | 0.236 | 0.262 | -- | -2.18 | 0.464 | 20.3 | 10.4 | 5254 | -- | -- |
88.26 | 0.44 | 2.96 | -0.249 | 0.382 | 0.166 | -- | -- | 0.64 | 21.8 | 15.75 | 5224 | -- | -- |
86.79 | 0.434 | 3 | -0.565 | -- | 0.409 | -- | -2.12 | 0.454 | -- | 10.6 | 5228 | -- | -- |
85.36 | 0.433 | 2.96 | -0.272 | 0.28 | -- | -1.12 | -- | 0.632 | 20.4 | -- | -- | -- | -- |
89.34 | 0.443 | 2.96 | -0.238 | 0.281 | -- | -- | -- | 0.632 | 20.5 | -- | -- | -- | -- |
91.09 | 0.445 | 2.97 | -0.311 | -- | 0.396 | -- | -- | 0.523 | -- | 10.2 | 5223 | -- | -- |
89.79 | 0.441 | 2.97 | -- | 0.261 | 0.248 | -- | -- | 0.574 | 21.6 | 9.989 | 8081 | -- | -- |
93.77 | 0.452 | 2.95 | -0.239 | -- | -- | -- | -- | 0.629 | -- | -- | -- | -- | -- |
90.83 | 0.446 | 2.95 | -- | 0.282 | -- | -- | -- | 0.658 | 20.4 | -- | -- | -- | -- |
92.45 | 0.448 | 2.96 | -- | -- | 0.384 | -- | -- | 0.591 | -- | 19.67 | 5239 | -- | -- |
95.28 | 0.456 | 2.94 | -- | -- | -- | -- | -- | 0.656 | -- | -- | -- | -- | -- |
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 | 80.59 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 19 | 2 |
18 | 81.43 | wind | 3.0 | 90 | > th | dose independent | rect. | 19 | 2 |
24 | 81.50 | wind | 3.0 | 30 | > th | dose independent | rect. | 19 | 9 |
27 | 81.51 | wind | 3.0 | 30 | > th | dose independent | rect. | 19 | 7 |
28 | 81.51 | wind | 3.0 | 30 | < th | dose independent | rect. | 3 | 23 |
39 | 81.59 | wind | 3.0 | 30 | > th | dose independent | rect. | 19 | 22 |
42 | 81.62 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 23 |
64 | 81.74 | humidity | 90.0 | 90 | < th | dose independent | rect. | 19 | 8 |
66 | 81.75 | humidity | 90.0 | 30 | < th | dose independent | rect. | 19 | 3 |
70 | 81.77 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 21 | 22 |
77 | 81.84 | humidity | 90.0 | 90 | < th | dose independent | rect. | 19 | 10 |
78 | 81.84 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 3 | 1 |
82 | 81.88 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 3 | 3 |
84 | 81.89 | temperature | 20.0 | 30 | > th | dose independent | rect. | 19 | 8 |
86 | 81.90 | temperature | 20.0 | 90 | > th | dose independent | rect. | 19 | 2 |
93 | 81.96 | wind | 5.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
105 | 82.08 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 3 | 9 |
128 | 82.19 | wind | 1.0 | 90 | > th | dose dependent | rect. | 19 | 2 |
130 | 82.21 | wind | 7.0 | 30 | < th | dose independent | rect. | 19 | 11 |
131 | 82.22 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 1 |
137 | 82.24 | humidity | 90.0 | 270 | < th | dose independent | rect. | 16 | 11 |
139 | 82.25 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 3 | 9 |
147 | 82.26 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 19 | 11 |
181 | 82.34 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 3 | 8 |
184 | 82.35 | temperature | 30.0 | 90 | < th | dose independent | rect. | 21 | 22 |
186 | 82.35 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 19 | 11 |
187 | 82.36 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 18 | 1 |
197 | 82.36 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 19 | 11 |
200 | 82.36 | wind | 9.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
205 | 82.38 | temperature | 20.0 | 10 | > th | dose independent | rect. | 2 | 1 |
214 | 82.39 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
222 | 82.41 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 6 | 13 |
228 | 82.42 | temperature | 15.0 | 10 | > th | dose independent | rect. | 3 | 23 |
234 | 82.43 | humidity | 80.0 | 10 | > th | dose independent | rect. | 2 | 1 |
235 | 82.43 | wind | 3.0 | 720 | > th | dose independent | rect. | 18 | 3 |
241 | 82.44 | temperature | 25.0 | 10 | < th | dose independent | rect. | 2 | 1 |
250 | 82.45 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 19 | 11 |
252 | 82.45 | wind | 3.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
254 | 82.45 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 19 | 11 |
257 | 82.46 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 2 | 1 |
261 | 82.46 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
264 | 82.46 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
267 | 82.47 | wind | 9.0 | 10 | < th | dose independent | rect. | 2 | 1 |
269 | 82.47 | temperature | 10.0 | 10 | > th | dose independent | rect. | 2 | 1 |
275 | 82.47 | humidity | 50.0 | 10 | > th | dose independent | rect. | 2 | 1 |
284 | 82.47 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 2 | 1 |
288 | 82.47 | radiation | 1.0 | 10 | < th | dose independent | rect. | 2 | 1 |
298 | 82.47 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 2 | 1 |
301 | 82.47 | temperature | 10.0 | 30 | > th | dose independent | rect. | 19 | 11 |
302 | 82.47 | temperature | 30.0 | 30 | < th | dose independent | rect. | 19 | 11 |
303 | 82.47 | humidity | 50.0 | 30 | > th | dose independent | rect. | 19 | 11 |
305 | 82.47 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 19 | 11 |
306 | 82.47 | radiation | 20.0 | 30 | < th | dose independent | rect. | 19 | 11 |
309 | 82.47 | temperature | 10.0 | 30 | > th | dose independent | rect. | 6 | 13 |
311 | 82.47 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 6 | 13 |
312 | 82.47 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 6 | 13 |
322 | 82.47 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
323 | 82.47 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
333 | 82.47 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 2 | 1 |
336 | 82.47 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 6 | 13 |
342 | 82.48 | wind | 1.0 | 10 | > th | dose independent | rect. | 21 | 22 |
351 | 82.49 | humidity | 80.0 | 4320 | > th | dose independent | sin | 4 | NA |
371 | 82.50 | humidity | 70.0 | 720 | > th | dose independent | rect. | 21 | 20 |
372 | 82.50 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
373 | 82.50 | radiation | 40.0 | 720 | > th | dose dependent | rect. | 13 | 1 |
382 | 82.51 | wind | 9.0 | 30 | < th | dose independent | rect. | 6 | 13 |
395 | 82.52 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
396 | 82.52 | wind | 9.0 | 270 | > th | dose dependent | rect. | 18 | 3 |
404 | 82.53 | humidity | 70.0 | 720 | > th | dose independent | rect. | 12 | 5 |
425 | 82.55 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 19 | 8 |
433 | 82.56 | wind | 1.0 | 30 | > th | dose independent | rect. | 6 | 13 |
450 | 82.58 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
451 | 82.58 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
468 | 82.60 | humidity | 80.0 | 4320 | < th | dose independent | sin | 4 | NA |
469 | 82.60 | temperature | 25.0 | 270 | > th | dose independent | rect. | 2 | 1 |
487 | 82.60 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
492 | 82.60 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
495 | 82.61 | wind | 3.0 | 30 | > th | dose independent | rect. | 19 | 17 |
506 | 82.62 | wind | 3.0 | 30 | < th | dose independent | rect. | 6 | 20 |
507 | 82.62 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 15 | 23 |
516 | 82.63 | wind | 3.0 | 30 | < th | dose independent | rect. | 15 | 11 |
517 | 82.63 | humidity | 70.0 | 720 | > th | dose independent | rect. | 6 | 11 |
518 | 82.63 | wind | 3.0 | 30 | < th | dose independent | rect. | 13 | 13 |
523 | 82.63 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 19 | 9 |
525 | 82.64 | wind | 7.0 | 90 | < th | dose independent | rect. | 19 | 2 |
526 | 82.64 | radiation | 30.0 | 720 | < th | dose independent | rect. | 13 | 2 |
544 | 82.66 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 15 | 10 |
546 | 82.66 | radiation | 10.0 | 4320 | > th | dose independent | rect. | 13 | 22 |
547 | 82.66 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
554 | 82.67 | atmosphere | 1000.0 | 90 | < th | dose independent | rect. | 4 | 1 |
555 | 82.67 | atmosphere | 1000.0 | 10 | < th | dose independent | rect. | 5 | 1 |
570 | 82.67 | atmosphere | 1000.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
571 | 82.67 | atmosphere | 1000.0 | 10 | < th | dose dependent | rect. | 5 | 1 |
586 | 82.68 | wind | 9.0 | 270 | > th | dose independent | rect. | 18 | 2 |
609 | 82.69 | radiation | 10.0 | 4320 | > th | dose independent | rect. | 6 | 11 |
622 | 82.69 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 5 | 1 |
637 | 82.71 | humidity | 80.0 | 720 | < th | dose independent | rect. | 18 | 1 |
647 | 82.72 | radiation | 40.0 | 720 | > th | dose independent | rect. | 13 | 2 |
666 | 82.73 | radiation | 10.0 | 4320 | > th | dose independent | sin | 2 | NA |
690 | 82.73 | radiation | 10.0 | 4320 | > th | dose independent | rect. | 16 | 23 |
691 | 82.73 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 4 | 1 |
697 | 82.74 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 4 | 1 |
704 | 82.74 | radiation | 1.0 | 90 | > th | dose independent | rect. | 15 | 23 |
718 | 82.75 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 4 | 3 |
730 | 82.75 | wind | 9.0 | 30 | < th | dose dependent | rect. | 21 | 22 |
733 | 82.76 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 8 | 4 |
741 | 82.76 | radiation | 1.0 | 90 | < th | dose independent | rect. | 19 | 16 |
752 | 82.77 | radiation | 10.0 | 4320 | > th | dose independent | rect. | 7 | 7 |
759 | 82.77 | radiation | 30.0 | 720 | < th | dose independent | rect. | 13 | 11 |
774 | 82.77 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
778 | 82.77 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 19 | 13 |
779 | 82.78 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
780 | 82.78 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
783 | 82.78 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
787 | 82.78 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
796 | 82.78 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
797 | 82.78 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
817 | 82.78 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 4 | 3 |
822 | 82.78 | radiation | 10.0 | 10 | < th | dose independent | rect. | 6 | 13 |
824 | 82.78 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
828 | 82.78 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
861 | 82.79 | radiation | 1.0 | 90 | < th | dose independent | rect. | 19 | 13 |
879 | 82.79 | radiation | 10.0 | 4320 | > th | dose independent | rect. | 9 | 23 |
909 | 82.80 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 21 | 22 |
918 | 82.81 | radiation | 10.0 | 4320 | > th | dose independent | no | NA | NA |