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Os02g0109100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Diphosphomevalonate decarboxylase (EC 4.1.1.33) (Mevalonate pyrophosphate decarboxylase) (Mevalonate-5-diphosphate decarboxylase) (MDD).
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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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
49.7 | 0.331 | 10.8 | 0.267 | 0.472 | -0.474 | -1.02 | -0.342 | 0.215 | 5.08 | 75 | 1359 | -- | -- |
49.86 | 0.329 | 10.8 | 0.277 | 0.475 | -0.484 | -1.04 | -- | 0.216 | 5.03 | 75 | 1338 | -- | -- |
52.14 | 0.336 | 10.8 | 0.275 | 0.471 | -0.494 | -- | -0.392 | 0.204 | 4.55 | 73.26 | 1307 | -- | -- |
52.35 | 0.337 | 10.8 | 0.299 | 0.484 | -0.545 | -- | -- | 0.224 | 4.33 | 74.84 | 1232 | -- | -- |
59.3 | 0.359 | 10.8 | 0.282 | -- | -0.62 | -- | 0.788 | 0.261 | -- | 83.75 | 366 | -- | -- |
56.02 | 0.351 | 10.8 | 0.202 | 0.436 | -- | -1.14 | -- | 0.256 | 5.26 | -- | -- | -- | -- |
59.19 | 0.36 | 10.8 | 0.2 | 0.429 | -- | -- | -- | 0.261 | 4.95 | -- | -- | -- | -- |
59.99 | 0.361 | 10.8 | 0.219 | -- | -0.575 | -- | -- | 0.278 | -- | 100.5 | 325 | -- | -- |
54.63 | 0.344 | 10.8 | -- | 0.471 | -0.485 | -- | -- | 0.196 | 4.55 | 75.49 | 1306 | -- | -- |
68.86 | 0.388 | 10.8 | 0.215 | -- | -- | -- | -- | 0.272 | -- | -- | -- | -- | -- |
60.24 | 0.363 | 10.8 | -- | 0.432 | -- | -- | -- | 0.238 | 4.93 | -- | -- | -- | -- |
61.25 | 0.365 | 10.8 | -- | -- | -0.574 | -- | -- | 0.254 | -- | 131.3 | 328 | -- | -- |
70.08 | 0.391 | 10.8 | -- | -- | -- | -- | -- | 0.248 | -- | -- | -- | -- | -- |
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 | 46.60 | humidity | 70.0 | 720 | > th | dose independent | rect. | 17 | 13 |
4 | 47.42 | humidity | 70.0 | 720 | > th | dose independent | rect. | 18 | 3 |
11 | 48.09 | humidity | 70.0 | 720 | > th | dose independent | rect. | 17 | 6 |
12 | 48.21 | atmosphere | 1000.0 | 14400 | < th | dose independent | rect. | 4 | 1 |
13 | 48.33 | atmosphere | 1000.0 | 14400 | > th | dose independent | rect. | 4 | 1 |
22 | 48.62 | atmosphere | 1000.0 | 14400 | < th | dose independent | rect. | 4 | 8 |
24 | 48.63 | atmosphere | 1000.0 | 14400 | > th | dose independent | rect. | 4 | 8 |
27 | 48.65 | atmosphere | 1000.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
33 | 48.67 | atmosphere | 1000.0 | 14400 | > th | dose independent | rect. | 11 | 1 |
41 | 48.69 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 4 | 1 |
92 | 48.83 | humidity | 70.0 | 720 | > th | dose independent | sin | 13 | NA |
167 | 49.01 | humidity | 70.0 | 720 | < th | dose independent | rect. | 17 | 17 |
218 | 49.23 | atmosphere | 1000.0 | 14400 | < th | dose independent | sin | 4 | NA |
228 | 49.24 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 8 | 7 |
240 | 49.27 | atmosphere | 1000.0 | 14400 | > th | dose independent | sin | 4 | NA |
254 | 49.29 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 14 |
267 | 49.31 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 19 | 2 |
280 | 49.34 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 8 | 7 |
287 | 49.35 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 3 |
295 | 49.35 | atmosphere | 1000.0 | 14400 | < th | dose dependent | rect. | 11 | 1 |
296 | 49.35 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 3 |
307 | 49.38 | humidity | 70.0 | 720 | < th | dose independent | rect. | 17 | 2 |
320 | 49.41 | temperature | 15.0 | 14400 | < th | dose dependent | rect. | 4 | 14 |
328 | 49.42 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 22 | 1 |
340 | 49.43 | humidity | 50.0 | 43200 | < th | dose dependent | rect. | 17 | 14 |
341 | 49.44 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 19 | 2 |
350 | 49.45 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 19 | 2 |
353 | 49.45 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 19 | 2 |
354 | 49.45 | humidity | 50.0 | 43200 | < th | dose dependent | rect. | 17 | 3 |
359 | 49.45 | temperature | 15.0 | 14400 | < th | dose dependent | rect. | 3 | 18 |
383 | 49.48 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 6 | 5 |
402 | 49.50 | temperature | 15.0 | 14400 | < th | dose dependent | sin | 1 | NA |
437 | 49.54 | atmosphere | 1000.0 | 14400 | < th | dose dependent | rect. | 14 | 1 |
453 | 49.56 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 3 |
456 | 49.57 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 4 |
457 | 49.57 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 4 |
465 | 49.57 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 4 |
469 | 49.58 | wind | 3.0 | 14400 | > th | dose independent | rect. | 3 | 1 |
476 | 49.59 | wind | 3.0 | 14400 | < th | dose independent | rect. | 3 | 1 |
486 | 49.60 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 3 |
488 | 49.60 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 17 | 17 |
499 | 49.61 | temperature | 15.0 | 14400 | < th | dose dependent | rect. | 4 | 6 |
502 | 49.62 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
509 | 49.62 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 14 | 22 |
510 | 49.62 | humidity | 60.0 | 1440 | < th | dose independent | rect. | 14 | 22 |
533 | 49.65 | temperature | 15.0 | 720 | > th | dose independent | rect. | 9 | 6 |
554 | 49.66 | temperature | 15.0 | 14400 | < th | dose dependent | rect. | 5 | 3 |
557 | 49.66 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 7 | 13 |
564 | 49.67 | humidity | 70.0 | 1440 | < th | dose dependent | rect. | 15 | 21 |
583 | 49.69 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 21 | 1 |
584 | 49.69 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 2 |
592 | 49.70 | humidity | 50.0 | 720 | > th | dose independent | rect. | 9 | 22 |
595 | 49.70 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 24 | 4 |
613 | 49.71 | humidity | 50.0 | 43200 | < th | dose dependent | rect. | 18 | 1 |
619 | 49.72 | radiation | 30.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
620 | 49.72 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 21 | 3 |
643 | 49.72 | temperature | 15.0 | 14400 | < th | dose dependent | rect. | 7 | 18 |
663 | 49.74 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 6 | 16 |
666 | 49.74 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 18 |
667 | 49.74 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 4 |
671 | 49.74 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 6 | 16 |
674 | 49.74 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 18 |
682 | 49.75 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 6 | 16 |
687 | 49.75 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 10 | 2 |
700 | 49.76 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
711 | 49.76 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 18 |
715 | 49.76 | temperature | 15.0 | 14400 | < th | dose dependent | sin | 18 | NA |
716 | 49.76 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 24 | 2 |
732 | 49.77 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 6 | 20 |
734 | 49.77 | temperature | 15.0 | 14400 | < th | dose dependent | rect. | 17 | 7 |
753 | 49.78 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 6 | 20 |
760 | 49.78 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 6 | 20 |
764 | 49.79 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 20 |
777 | 49.79 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 20 |
783 | 49.80 | humidity | 50.0 | 720 | > th | dose independent | rect. | 9 | 14 |
789 | 49.80 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 21 |
830 | 49.82 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 8 |
847 | 49.82 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 8 |
867 | 49.83 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 15 |
872 | 49.83 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 17 | 20 |
888 | 49.83 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 15 |
893 | 49.84 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 6 |
896 | 49.84 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 8 |
897 | 49.84 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 11 |
908 | 49.84 | humidity | 80.0 | 1440 | < th | dose dependent | sin | 23 | NA |
910 | 49.84 | temperature | 15.0 | 14400 | < th | dose dependent | rect. | 20 | 3 |
914 | 49.84 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 8 |
947 | 49.85 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 21 |
954 | 49.86 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 11 |
961 | 49.86 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 6 | 16 |
997 | 49.86 | temperature | 15.0 | 14400 | < th | dose dependent | rect. | 10 | 3 |
999 | 49.86 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 9 |
1000 | 49.86 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 11 |