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Os11g0707900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF740 family 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
97.63 | 0.464 | 6.41 | -0.0647 | 1.4 | 0.584 | -0.744 | 0.113 | -0.599 | 23.3 | 69.96 | 1562 | -- | -- |
97.64 | 0.46 | 6.41 | -0.0774 | 1.4 | 0.598 | -0.74 | -- | -0.601 | 23.3 | 70 | 1572 | -- | -- |
99.91 | 0.466 | 6.4 | -0.0155 | 1.4 | 0.578 | -- | 0.229 | -0.593 | 23.3 | 69.95 | 1591 | -- | -- |
99.86 | 0.465 | 6.4 | -0.05 | 1.39 | 0.573 | -- | -- | -0.566 | 23.3 | 68 | 1593 | -- | -- |
162.73 | 0.594 | 6.4 | -0.329 | -- | 1.33 | -- | -0.308 | -0.657 | -- | 73.04 | 946 | -- | -- |
108.82 | 0.489 | 6.4 | 0.0366 | 1.37 | -- | -0.676 | -- | -0.559 | 23.2 | -- | -- | -- | -- |
110.76 | 0.493 | 6.4 | 0.0635 | 1.38 | -- | -- | -- | -0.557 | 23.2 | -- | -- | -- | -- |
161.54 | 0.592 | 6.39 | -0.0929 | -- | 1.38 | -- | -- | -0.653 | -- | 73.38 | 947 | -- | -- |
99.88 | 0.465 | 6.4 | -- | 1.39 | 0.579 | -- | -- | -0.557 | 23.3 | 68.54 | 1619 | -- | -- |
229.12 | 0.707 | 6.36 | 0.0971 | -- | -- | -- | -- | -0.545 | -- | -- | -- | -- | -- |
110.86 | 0.493 | 6.4 | -- | 1.38 | -- | -- | -- | -0.564 | 23.2 | -- | -- | -- | -- |
161.65 | 0.592 | 6.39 | -- | -- | 1.42 | -- | -- | -0.65 | -- | 74 | 940 | -- | -- |
229.37 | 0.707 | 6.37 | -- | -- | -- | -- | -- | -0.556 | -- | -- | -- | -- | -- |
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 | 94.83 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 9 | 1 |
2 | 95.55 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
3 | 95.55 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 10 | 3 |
5 | 96.30 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 10 | 3 |
8 | 96.70 | wind | 3.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
12 | 96.96 | wind | 3.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
13 | 96.98 | wind | 7.0 | 4320 | < th | dose independent | rect. | 24 | 12 |
14 | 96.98 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 21 | 15 |
15 | 97.00 | wind | 7.0 | 4320 | < th | dose independent | rect. | 22 | 14 |
18 | 97.03 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 17 | 20 |
19 | 97.07 | wind | 1.0 | 43200 | > th | dose independent | rect. | 2 | 3 |
20 | 97.10 | wind | 7.0 | 4320 | > th | dose independent | rect. | 21 | 15 |
25 | 97.22 | wind | 7.0 | 4320 | < th | dose independent | rect. | 4 | 8 |
27 | 97.24 | wind | 7.0 | 4320 | > th | dose independent | rect. | 24 | 12 |
32 | 97.30 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 3 |
34 | 97.30 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 4 | 8 |
35 | 97.31 | wind | 7.0 | 4320 | > th | dose independent | rect. | 4 | 8 |
36 | 97.32 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 17 | 20 |
40 | 97.35 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 9 | 2 |
44 | 97.36 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 24 | 12 |
57 | 97.49 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 11 | 4 |
65 | 97.57 | radiation | 10.0 | 4320 | > th | dose independent | rect. | 9 | 2 |
66 | 97.57 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 12 | 2 |
110 | 97.82 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 24 | 1 |
136 | 97.92 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 10 | 10 |
147 | 97.92 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 10 | 8 |
152 | 97.94 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 23 | 3 |
211 | 98.09 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 7 | 8 |
232 | 98.13 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 5 | 10 |
257 | 98.21 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 7 | 8 |
266 | 98.23 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 5 | 10 |
288 | 98.24 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 2 | 11 |
295 | 98.25 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 9 | 2 |
300 | 98.25 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 22 | 15 |
302 | 98.25 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 9 | 2 |
303 | 98.26 | humidity | 70.0 | 1440 | < th | dose independent | sin | 0 | NA |
321 | 98.27 | humidity | 70.0 | 1440 | < th | dose independent | no | NA | NA |
379 | 98.27 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 15 | 1 |
387 | 98.29 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
390 | 98.29 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 5 | 13 |
393 | 98.30 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 9 | 1 |
394 | 98.30 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 8 | 6 |
398 | 98.30 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 9 | 1 |
399 | 98.30 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 22 | 5 |
401 | 98.31 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 9 | 8 |
414 | 98.33 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 9 | 5 |
415 | 98.33 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 9 | 7 |
420 | 98.33 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 9 | 7 |
423 | 98.34 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 9 | 5 |
427 | 98.34 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 9 | 5 |
430 | 98.35 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 8 | 8 |
450 | 98.40 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
473 | 98.42 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
480 | 98.43 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 9 | 14 |
487 | 98.44 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 9 | 11 |
497 | 98.44 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 9 | 18 |
540 | 98.49 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 14 | 21 |
541 | 98.49 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 17 | 1 |
545 | 98.50 | temperature | 25.0 | 4320 | > th | dose independent | sin | 1 | NA |
546 | 98.50 | temperature | 25.0 | 4320 | < th | dose independent | sin | 1 | NA |
551 | 98.50 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 22 | 8 |
552 | 98.50 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 20 | 9 |
555 | 98.51 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 4 |
556 | 98.51 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 17 | 6 |
576 | 98.54 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 7 |
622 | 98.57 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 9 | 6 |
673 | 98.63 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
681 | 98.63 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 8 | 8 |
706 | 98.66 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
707 | 98.66 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 10 | 4 |
714 | 98.67 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
731 | 98.68 | humidity | 60.0 | 1440 | > th | dose dependent | rect. | 5 | 12 |
732 | 98.68 | humidity | 60.0 | 1440 | > th | dose dependent | rect. | 3 | 14 |
740 | 98.70 | wind | 9.0 | 4320 | < th | dose independent | rect. | 17 | 5 |
742 | 98.70 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 13 | 3 |
766 | 98.71 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 16 | 10 |
833 | 98.75 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 2 | 19 |
853 | 98.76 | humidity | 70.0 | 720 | > th | dose independent | sin | 10 | NA |
854 | 98.76 | humidity | 70.0 | 1440 | > th | dose independent | no | NA | NA |
855 | 98.76 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
885 | 98.76 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 22 | 22 |
895 | 98.76 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 13 | 1 |
896 | 98.76 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 4 | 2 |
901 | 98.76 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 19 | 18 |
915 | 98.78 | humidity | 70.0 | 1440 | > th | dose independent | sin | 0 | NA |
917 | 98.78 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
931 | 98.78 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 3 | 12 |
952 | 98.80 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 11 | 5 |
982 | 98.82 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 6 | 10 |
995 | 98.83 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 22 | 11 |
997 | 98.84 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 15 | 1 |
999 | 98.84 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 9 | 4 |