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Os02g0230200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical protein.
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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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
64.69 | 0.378 | 8.79 | -0.0167 | 0.252 | 0.554 | 0.75 | -0.546 | -0.106 | 18 | 20.2 | 757 | -- | -- |
65.43 | 0.377 | 8.78 | 0.0741 | 0.231 | 0.621 | 0.642 | -- | -0.0847 | 17.8 | 20.28 | 681 | -- | -- |
66.03 | 0.378 | 8.78 | -0.0041 | 0.256 | 0.574 | -- | -0.439 | -0.103 | 18.1 | 20.2 | 758 | -- | -- |
66.49 | 0.38 | 8.77 | 0.0766 | 0.235 | 0.62 | -- | -- | -0.0831 | 18.1 | 20.21 | 674 | -- | -- |
69.01 | 0.387 | 8.78 | 0.00151 | -- | 0.627 | -- | -0.305 | -0.11 | -- | 20.29 | 658 | -- | -- |
75.99 | 0.409 | 8.75 | 0.309 | 0.296 | -- | 0.678 | -- | 0.0443 | 18.5 | -- | -- | -- | -- |
77.01 | 0.411 | 8.75 | 0.298 | 0.301 | -- | -- | -- | 0.0457 | 19 | -- | -- | -- | -- |
69.28 | 0.388 | 8.77 | 0.0573 | -- | 0.66 | -- | -- | -0.0956 | -- | 20.21 | 640 | -- | -- |
66.63 | 0.38 | 8.77 | -- | 0.231 | 0.642 | -- | -- | -0.0951 | 18.2 | 20.2 | 675 | -- | -- |
81.78 | 0.423 | 8.74 | 0.292 | -- | -- | -- | -- | 0.0402 | -- | -- | -- | -- | -- |
79.34 | 0.417 | 8.75 | -- | 0.298 | -- | -- | -- | 0.0125 | 19.1 | -- | -- | -- | -- |
69.36 | 0.388 | 8.77 | -- | -- | 0.677 | -- | -- | -0.105 | -- | 20.25 | 639 | -- | -- |
84.02 | 0.428 | 8.75 | -- | -- | -- | -- | -- | 0.00784 | -- | -- | -- | -- | -- |
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 | 63.54 | wind | 7 | 4320 | < th | dose independent | rect. | 15 | 1 |
2 | 63.57 | wind | 7 | 4320 | > th | dose independent | rect. | 15 | 1 |
4 | 63.87 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 12 |
5 | 63.89 | radiation | 10 | 4320 | < th | dose dependent | rect. | 19 | 10 |
7 | 64.13 | wind | 7 | 4320 | > th | dose independent | rect. | 15 | 4 |
13 | 64.28 | temperature | 20 | 720 | > th | dose independent | sin | 11 | NA |
15 | 64.29 | temperature | 20 | 720 | < th | dose independent | sin | 11 | NA |
19 | 64.33 | temperature | 20 | 720 | < th | dose independent | rect. | 20 | 20 |
28 | 64.41 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 22 |
29 | 64.42 | temperature | 20 | 720 | > th | dose independent | rect. | 12 | 19 |
33 | 64.45 | temperature | 20 | 720 | < th | dose independent | rect. | 19 | 15 |
38 | 64.46 | temperature | 20 | 720 | > th | dose independent | rect. | 12 | 23 |
48 | 64.51 | temperature | 20 | 720 | > th | dose independent | rect. | 10 | 21 |
49 | 64.52 | radiation | 1 | 1440 | > th | dose independent | rect. | 10 | 3 |
52 | 64.52 | temperature | 20 | 720 | < th | dose independent | rect. | 22 | 6 |
53 | 64.52 | temperature | 20 | 720 | > th | dose independent | rect. | 12 | 21 |
57 | 64.53 | temperature | 20 | 720 | > th | dose independent | rect. | 14 | 17 |
58 | 64.53 | temperature | 20 | 720 | > th | dose independent | rect. | 8 | 23 |
66 | 64.55 | wind | 7 | 4320 | > th | dose dependent | rect. | 17 | 2 |
94 | 64.62 | radiation | 10 | 4320 | < th | dose independent | rect. | 19 | 10 |
97 | 64.64 | temperature | 20 | 720 | < th | dose independent | rect. | 23 | 4 |
134 | 64.74 | radiation | 1 | 1440 | > th | dose independent | rect. | 4 | 1 |
147 | 64.74 | radiation | 1 | 1440 | > th | dose dependent | rect. | 4 | 1 |
180 | 64.80 | wind | 7 | 4320 | > th | dose independent | rect. | 17 | 2 |
204 | 64.86 | temperature | 20 | 720 | > th | dose independent | no | NA | NA |
222 | 64.90 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 23 |
243 | 64.95 | temperature | 20 | 720 | < th | dose independent | rect. | 8 | 23 |
245 | 64.98 | temperature | 20 | 720 | < th | dose independent | no | NA | NA |
248 | 64.98 | temperature | 20 | 720 | > th | dose independent | rect. | 23 | 23 |
267 | 65.05 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 23 |
288 | 65.11 | humidity | 90 | 14400 | > th | dose dependent | rect. | 6 | 1 |
292 | 65.14 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 3 |
303 | 65.16 | wind | 7 | 4320 | < th | dose independent | rect. | 17 | 2 |
310 | 65.17 | temperature | 20 | 720 | < th | dose independent | rect. | 5 | 23 |
313 | 65.18 | wind | 7 | 4320 | > th | dose dependent | rect. | 15 | 1 |
314 | 65.18 | wind | 7 | 4320 | > th | dose dependent | rect. | 15 | 6 |
319 | 65.21 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 3 |
329 | 65.21 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 3 |
360 | 65.29 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 2 | 17 |
387 | 65.37 | wind | 7 | 4320 | > th | dose dependent | rect. | 15 | 4 |
391 | 65.38 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 2 | 17 |
398 | 65.40 | atmosphere | 995 | 43200 | < th | dose independent | sin | 19 | NA |
408 | 65.41 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 8 | 17 |
409 | 65.42 | atmosphere | 995 | 43200 | > th | dose independent | sin | 19 | NA |
413 | 65.42 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 6 | 19 |
419 | 65.44 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 9 | 16 |
455 | 65.50 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 11 | 13 |
467 | 65.51 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 7 | 19 |
470 | 65.52 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 10 | 14 |
502 | 65.58 | humidity | 90 | 14400 | > th | dose independent | rect. | 6 | 1 |
529 | 65.62 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 23 | 15 |
534 | 65.63 | wind | 7 | 4320 | > th | dose independent | rect. | 13 | 12 |
540 | 65.63 | humidity | 70 | 14400 | < th | dose dependent | rect. | 21 | 1 |
552 | 65.64 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 12 | 11 |
553 | 65.64 | wind | 7 | 4320 | < th | dose independent | rect. | 13 | 12 |
580 | 65.69 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 1 |
583 | 65.69 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 11 | 12 |
589 | 65.69 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 14 | 9 |
593 | 65.71 | atmosphere | 995 | 43200 | > th | dose independent | sin | 3 | NA |
605 | 65.72 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 24 | 14 |
610 | 65.74 | temperature | 20 | 1440 | < th | dose independent | rect. | 6 | 1 |
618 | 65.75 | radiation | 10 | 4320 | < th | dose dependent | rect. | 22 | 7 |
625 | 65.76 | atmosphere | 995 | 43200 | < th | dose dependent | sin | 8 | NA |
655 | 65.80 | humidity | 90 | 14400 | < th | dose independent | rect. | 6 | 2 |
667 | 65.82 | atmosphere | 995 | 43200 | < th | dose independent | sin | 3 | NA |
669 | 65.82 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 2 | 9 |
670 | 65.82 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 2 | 10 |
673 | 65.82 | humidity | 70 | 14400 | > th | dose dependent | rect. | 17 | 15 |
683 | 65.84 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 3 | 8 |
695 | 65.86 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 23 | 11 |
697 | 65.87 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 4 | 5 |
698 | 65.87 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 3 | 7 |
702 | 65.87 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 2 | 7 |
713 | 65.89 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 5 | 3 |
728 | 65.90 | humidity | 80 | 14400 | > th | dose dependent | rect. | 4 | 4 |
732 | 65.91 | temperature | 20 | 1440 | > th | dose independent | rect. | 6 | 1 |
740 | 65.91 | humidity | 70 | 14400 | > th | dose dependent | rect. | 20 | 14 |
743 | 65.92 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 4 | 6 |
753 | 65.92 | humidity | 70 | 14400 | > th | dose dependent | sin | 9 | NA |
756 | 65.92 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 13 | 11 |
759 | 65.92 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 11 | 22 |
791 | 65.96 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 12 | 13 |
853 | 66.02 | humidity | 70 | 14400 | > th | dose dependent | rect. | 17 | 8 |
870 | 66.03 | humidity | 70 | 14400 | > th | dose dependent | rect. | 17 | 10 |
891 | 66.04 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 14 |
893 | 66.04 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 10 | 19 |
919 | 66.06 | humidity | 80 | 14400 | > th | dose dependent | rect. | 20 | 3 |
936 | 66.07 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 11 | 15 |
945 | 66.08 | temperature | 20 | 10 | > th | dose independent | rect. | 12 | 21 |
951 | 66.08 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 11 |
965 | 66.09 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 4 | 4 |