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Os06g0662200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Eukaryotic transcription factor, DNA-binding domain containing 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 = radiation,
response mode = < th, dose dependency = dose dependent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
167.35 | 0.608 | 9.11 | -0.0718 | 3.03 | -4.61 | 1.02 | -0.542 | 0.527 | 4.05 | 0.7167 | 95 | 7.36 | -- |
167.06 | 0.602 | 9.11 | -0.128 | 2.82 | -4.47 | 0.807 | -- | 0.542 | 4.22 | 0.4324 | 95 | 7.63 | -- |
168.06 | 0.604 | 9.11 | -0.106 | 2.86 | -4.47 | -- | -0.143 | 0.548 | 4.22 | 0.4583 | 92 | 7.57 | -- |
168.07 | 0.604 | 9.11 | -0.115 | 2.83 | -4.46 | -- | -- | 0.536 | 4.22 | 0.38 | 92 | 7.59 | -- |
347.16 | 0.868 | 9.16 | -0.181 | -- | -3.88 | -- | -0.652 | 0.598 | -- | 1.056 | 29 | 9.07 | -- |
360.12 | 0.89 | 8.98 | 0.0936 | 4.23 | -- | 0.182 | -- | 0.748 | 9.55 | -- | -- | -- | -- |
360.24 | 0.889 | 8.98 | 0.1 | 4.23 | -- | -- | -- | 0.748 | 9.55 | -- | -- | -- | -- |
343.14 | 0.863 | 9.1 | -0.0429 | -- | -3.82 | -- | -- | 0.742 | -- | 1.072 | 29 | 9.02 | -- |
168.42 | 0.604 | 9.11 | -- | 2.83 | -4.47 | -- | -- | 0.548 | 4.21 | 0.445 | 92 | 7.57 | -- |
1416.25 | 1.76 | 9.09 | 0.0695 | -- | -- | -- | -- | 0.759 | -- | -- | -- | -- | -- |
360.51 | 0.888 | 8.98 | -- | 4.23 | -- | -- | -- | 0.737 | 9.54 | -- | -- | -- | -- |
332.87 | 0.85 | 9.08 | -- | -- | -4.02 | -- | -- | 0.743 | -- | 0.2769 | 52 | 9.64 | -- |
1416.38 | 1.76 | 9.1 | -- | -- | -- | -- | -- | 0.751 | -- | -- | -- | -- | -- |
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 | 165.74 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 7 |
3 | 168.84 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 9 |
4 | 169.65 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 9 |
5 | 169.77 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 15 |
6 | 169.77 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 15 |
7 | 170.37 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 17 | 9 |
8 | 170.70 | radiation | 10.0 | 270 | < th | dose independent | rect. | 17 | 9 |
10 | 171.22 | radiation | 1.0 | 90 | < th | dose dependent | sin | 13 | NA |
14 | 172.93 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 7 |
15 | 173.42 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 7 |
16 | 173.42 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 7 |
17 | 173.57 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 7 |
18 | 173.57 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 7 |
19 | 173.57 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 7 |
20 | 173.57 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 17 |
25 | 173.71 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 15 |
26 | 173.71 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 15 |
27 | 173.74 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 9 |
28 | 173.74 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 9 |
29 | 174.11 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 9 |
32 | 175.17 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 17 |
33 | 176.06 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 17 |
34 | 176.06 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 17 |
38 | 178.45 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 15 |
44 | 181.36 | temperature | 15.0 | 270 | > th | dose independent | rect. | 18 | 18 |
46 | 181.66 | radiation | 1.0 | 90 | < th | dose independent | sin | 13 | NA |
47 | 181.89 | radiation | 1.0 | 90 | > th | dose independent | sin | 13 | NA |
48 | 181.91 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 7 |
52 | 182.67 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 9 |
53 | 183.44 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 13 | 17 |
54 | 183.72 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 7 |
58 | 184.92 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 15 |
91 | 186.73 | wind | 1.0 | 270 | > th | dose independent | rect. | 6 | 7 |
115 | 189.27 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 6 |
116 | 189.50 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 6 |
117 | 189.50 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 6 |
120 | 189.59 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 9 |
125 | 190.02 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 12 | 6 |
127 | 190.23 | wind | 9.0 | 270 | < th | dose independent | rect. | 18 | 19 |
131 | 190.54 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 12 | 6 |
138 | 190.85 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 6 |
158 | 191.29 | temperature | 30.0 | 90 | < th | dose independent | rect. | 19 | 8 |
169 | 191.29 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 18 | 18 |
174 | 191.29 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 18 | 18 |
183 | 192.12 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 5 |
185 | 192.25 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 18 | 18 |
197 | 193.01 | radiation | 1.0 | 270 | > th | dose independent | rect. | 13 | 17 |
237 | 194.09 | radiation | 1.0 | 90 | > th | dose independent | rect. | 15 | 15 |
254 | 194.71 | humidity | 50.0 | 270 | > th | dose independent | rect. | 18 | 18 |
301 | 196.77 | temperature | 15.0 | 270 | > th | dose independent | rect. | 7 | 18 |
316 | 197.81 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 12 | 6 |
330 | 198.92 | wind | 1.0 | 270 | > th | dose independent | rect. | 17 | 9 |
337 | 199.25 | temperature | 15.0 | 270 | > th | dose independent | rect. | 7 | 16 |
346 | 199.59 | radiation | 40.0 | 90 | < th | dose independent | rect. | 15 | 16 |
391 | 201.02 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 18 | 18 |
444 | 202.42 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 18 | 7 |
469 | 203.33 | wind | 5.0 | 270 | < th | dose independent | rect. | 1 | 6 |
480 | 203.91 | radiation | 1.0 | 270 | > th | dose independent | rect. | 13 | 5 |
493 | 204.58 | radiation | 40.0 | 90 | < th | dose independent | rect. | 13 | 6 |
512 | 204.86 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 6 |
513 | 204.86 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 6 |
515 | 204.98 | wind | 7.0 | 270 | < th | dose independent | rect. | 23 | 8 |
531 | 205.95 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 8 |
532 | 205.95 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 8 |
537 | 206.10 | radiation | 1.0 | 270 | < th | dose independent | rect. | 10 | 16 |
547 | 206.48 | radiation | 20.0 | 270 | < th | dose independent | rect. | 1 | 6 |
560 | 206.62 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 18 |
564 | 206.70 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 1 | 6 |
565 | 206.72 | humidity | 70.0 | 270 | > th | dose independent | rect. | 1 | 6 |
581 | 206.89 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 6 |
583 | 206.89 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 6 |
584 | 206.89 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 6 |
586 | 206.89 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 6 |
587 | 206.89 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 6 |
602 | 207.09 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 23 | 8 |
622 | 207.81 | radiation | 20.0 | 270 | < th | dose independent | rect. | 23 | 8 |
627 | 207.86 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 18 |
630 | 207.96 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 8 |
631 | 207.96 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 8 |
632 | 207.96 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 8 |
635 | 207.96 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 23 | 8 |
648 | 208.18 | wind | 9.0 | 270 | < th | dose dependent | rect. | 1 | 6 |
650 | 208.28 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 16 |
658 | 208.61 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 6 |
671 | 209.21 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 18 |
675 | 209.48 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 18 |
676 | 209.48 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 18 |
694 | 210.10 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 10 | 16 |
695 | 210.15 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 16 |
696 | 210.15 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 16 |
720 | 210.73 | wind | 1.0 | 270 | > th | dose independent | rect. | 18 | 18 |
731 | 210.88 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 6 | 20 |
734 | 210.98 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 8 | 19 |
741 | 211.12 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 16 |
746 | 211.23 | radiation | 40.0 | 270 | < th | dose independent | rect. | 14 | 3 |
776 | 211.90 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 16 |
780 | 211.96 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 6 |
814 | 212.54 | humidity | 90.0 | 270 | < th | dose independent | rect. | 12 | 6 |
843 | 213.11 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 23 | 8 |
887 | 213.77 | wind | 1.0 | 270 | > th | dose independent | rect. | 13 | 17 |
920 | 214.25 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 18 |