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Os02g0222500 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
174.88 | 0.621 | 5.32 | 0.209 | 2.05 | -0.0777 | -0.985 | -4.07 | -0.0372 | 17.3 | 80 | 1832 | -- | -- |
187.56 | 0.638 | 5.32 | -0.118 | 2.1 | -0.444 | -0.431 | -- | -0.109 | 17.3 | 79.07 | 2812 | -- | -- |
176.45 | 0.619 | 5.32 | 0.183 | 2.06 | -0.0622 | -- | -3.89 | -0.0368 | 17.3 | 80.68 | 1571 | -- | -- |
187.26 | 0.637 | 5.33 | -0.076 | 2.07 | -0.462 | -- | -- | -0.116 | 17.2 | 79 | 2572 | -- | -- |
343.51 | 0.868 | 5.3 | -0.191 | -- | -0.733 | -- | -0.258 | -0.132 | -- | 80.68 | 1571 | -- | -- |
190.12 | 0.646 | 5.33 | -0.109 | 2.03 | -- | -0.23 | -- | -0.0869 | 17.4 | -- | -- | -- | -- |
190.25 | 0.646 | 5.33 | -0.108 | 2.03 | -- | -- | -- | -0.088 | 17.4 | -- | -- | -- | -- |
248.39 | 0.734 | 5.31 | -0.155 | -- | -1.52 | -- | -- | -0.185 | -- | 79.65 | 384 | -- | -- |
187.48 | 0.638 | 5.33 | -- | 2.06 | -0.449 | -- | -- | -0.114 | 17.2 | 79.02 | 2586 | -- | -- |
405.32 | 0.941 | 5.3 | -0.177 | -- | -- | -- | -- | -0.138 | -- | -- | -- | -- | -- |
190.56 | 0.646 | 5.33 | -- | 2.03 | -- | -- | -- | -0.076 | 17.4 | -- | -- | -- | -- |
249.03 | 0.735 | 5.31 | -- | -- | -1.52 | -- | -- | -0.167 | -- | 79.58 | 383 | -- | -- |
406.15 | 0.941 | 5.3 | -- | -- | -- | -- | -- | -0.119 | -- | -- | -- | -- | -- |
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 | 168.42 | temperature | 30 | 270 | < th | dose dependent | rect. | 17 | 3 |
8 | 169.88 | temperature | 30 | 10 | < th | dose dependent | rect. | 16 | 6 |
13 | 170.40 | temperature | 25 | 270 | < th | dose independent | rect. | 17 | 3 |
16 | 170.75 | temperature | 10 | 270 | > th | dose dependent | rect. | 9 | 16 |
29 | 171.70 | radiation | 1 | 270 | < th | dose dependent | rect. | 17 | 2 |
31 | 171.76 | radiation | 1 | 270 | < th | dose independent | rect. | 16 | 4 |
33 | 171.85 | temperature | 30 | 270 | < th | dose independent | rect. | 2 | 18 |
36 | 171.90 | radiation | 1 | 270 | < th | dose dependent | rect. | 16 | 4 |
41 | 172.21 | atmosphere | 1015 | 30 | < th | dose dependent | rect. | 22 | 21 |
58 | 172.72 | temperature | 30 | 90 | < th | dose independent | rect. | 4 | 18 |
74 | 173.11 | radiation | 20 | 270 | < th | dose dependent | rect. | 15 | 5 |
91 | 173.41 | temperature | 25 | 10 | < th | dose independent | rect. | 17 | 5 |
93 | 173.43 | humidity | 80 | 270 | > th | dose independent | rect. | 3 | 17 |
125 | 173.78 | temperature | 30 | 270 | < th | dose dependent | rect. | 2 | 19 |
127 | 173.80 | temperature | 30 | 90 | < th | dose dependent | rect. | 4 | 19 |
129 | 173.88 | humidity | 50 | 270 | > th | dose dependent | rect. | 16 | 4 |
137 | 173.94 | radiation | 20 | 270 | < th | dose independent | rect. | 15 | 6 |
148 | 174.17 | humidity | 60 | 270 | > th | dose independent | rect. | 16 | 4 |
155 | 174.23 | radiation | 20 | 270 | < th | dose dependent | rect. | 15 | 18 |
190 | 174.44 | radiation | 1 | 4320 | < th | dose dependent | rect. | 20 | 3 |
192 | 174.46 | temperature | 30 | 90 | < th | dose dependent | rect. | 11 | 11 |
203 | 174.57 | temperature | 10 | 270 | > th | dose dependent | rect. | 7 | 9 |
210 | 174.65 | temperature | 30 | 270 | < th | dose independent | rect. | 16 | 15 |
212 | 174.66 | temperature | 10 | 30 | > th | dose dependent | rect. | 22 | 21 |
221 | 174.73 | humidity | 50 | 90 | > th | dose dependent | rect. | 16 | 6 |
231 | 174.80 | atmosphere | 1005 | 270 | > th | dose dependent | rect. | 24 | 6 |
232 | 174.80 | temperature | 30 | 10 | < th | dose dependent | rect. | 12 | 10 |
241 | 174.91 | temperature | 30 | 90 | < th | dose dependent | rect. | 9 | 13 |
291 | 175.20 | atmosphere | 1005 | 270 | > th | dose dependent | rect. | 2 | 2 |
298 | 175.22 | humidity | 60 | 10 | > th | dose dependent | rect. | 17 | 5 |
304 | 175.23 | temperature | 30 | 10 | < th | dose dependent | rect. | 10 | 12 |
316 | 175.28 | temperature | 20 | 90 | > th | dose dependent | rect. | 8 | 11 |
334 | 175.37 | humidity | 80 | 270 | > th | dose independent | rect. | 3 | 8 |
353 | 175.43 | humidity | 60 | 270 | > th | dose dependent | rect. | 2 | 19 |
393 | 175.63 | temperature | 15 | 10 | > th | dose dependent | rect. | 12 | 14 |
423 | 175.80 | humidity | 60 | 270 | > th | dose dependent | rect. | 3 | 17 |
447 | 175.84 | temperature | 25 | 270 | > th | dose dependent | rect. | 18 | 22 |
465 | 175.88 | humidity | 70 | 10 | > th | dose independent | rect. | 19 | 3 |
467 | 175.89 | humidity | 80 | 1440 | > th | dose independent | rect. | 17 | 21 |
499 | 175.95 | humidity | 80 | 1440 | < th | dose independent | rect. | 17 | 21 |
517 | 175.97 | temperature | 30 | 720 | < th | dose dependent | rect. | 9 | 2 |
522 | 175.98 | temperature | 10 | 1440 | > th | dose independent | rect. | 20 | 3 |
525 | 175.98 | temperature | 30 | 1440 | < th | dose independent | rect. | 20 | 3 |
529 | 175.98 | humidity | 50 | 1440 | > th | dose independent | rect. | 20 | 3 |
535 | 175.98 | atmosphere | 995 | 1440 | > th | dose independent | rect. | 20 | 3 |
536 | 175.98 | radiation | 1 | 1440 | < th | dose independent | rect. | 20 | 3 |
557 | 175.98 | temperature | 10 | 1440 | > th | dose independent | rect. | 23 | 21 |
597 | 176.07 | radiation | 20 | 270 | < th | dose dependent | rect. | 15 | 15 |
628 | 176.15 | temperature | 25 | 10 | < th | dose independent | rect. | 10 | 13 |
660 | 176.24 | wind | 9 | 30 | < th | dose independent | rect. | 22 | 21 |
665 | 176.25 | temperature | 20 | 10 | > th | dose dependent | sin | 19 | NA |
677 | 176.28 | atmosphere | 1000 | 30 | > th | dose independent | rect. | 19 | 3 |
695 | 176.30 | temperature | 25 | 90 | > th | dose dependent | rect. | 21 | 22 |
707 | 176.33 | temperature | 20 | 90 | > th | dose dependent | sin | 20 | NA |
718 | 176.35 | wind | 9 | 270 | < th | dose independent | rect. | 20 | 21 |
729 | 176.38 | wind | 1 | 270 | > th | dose dependent | rect. | 17 | 3 |
744 | 176.44 | atmosphere | 1000 | 270 | > th | dose independent | rect. | 17 | 3 |
747 | 176.45 | temperature | 30 | 720 | < th | dose independent | rect. | 9 | 5 |
758 | 176.48 | wind | 1 | 1440 | > th | dose independent | rect. | 23 | 1 |
759 | 176.49 | temperature | 25 | 90 | < th | dose independent | rect. | 11 | 11 |
768 | 176.51 | atmosphere | 1015 | 30 | < th | dose independent | rect. | 22 | 21 |
776 | 176.53 | temperature | 10 | 10 | > th | dose dependent | sin | 18 | NA |
777 | 176.53 | atmosphere | 1015 | 270 | < th | dose dependent | rect. | 20 | 20 |
783 | 176.54 | humidity | 50 | 30 | > th | dose dependent | rect. | 19 | 3 |
805 | 176.57 | humidity | 80 | 1440 | > th | dose independent | rect. | 12 | 23 |
811 | 176.58 | humidity | 80 | 1440 | > th | dose independent | rect. | 7 | 23 |
825 | 176.60 | humidity | 50 | 270 | > th | dose independent | rect. | 16 | 14 |
845 | 176.63 | atmosphere | 995 | 30 | > th | dose dependent | rect. | 19 | 3 |
853 | 176.64 | atmosphere | 1005 | 10 | < th | dose independent | rect. | 23 | 18 |
875 | 176.68 | humidity | 80 | 1440 | > th | dose independent | no | NA | NA |
878 | 176.68 | humidity | 80 | 1440 | > th | dose independent | rect. | 1 | 23 |
885 | 176.69 | wind | 1 | 30 | > th | dose independent | rect. | 19 | 3 |
910 | 176.72 | humidity | 80 | 1440 | < th | dose independent | rect. | 12 | 23 |
915 | 176.73 | humidity | 80 | 1440 | > th | dose independent | rect. | 4 | 23 |
917 | 176.73 | atmosphere | 1005 | 10 | > th | dose dependent | rect. | 2 | 6 |
920 | 176.74 | wind | 7 | 270 | < th | dose independent | rect. | 11 | 15 |
921 | 176.74 | radiation | 20 | 270 | < th | dose independent | rect. | 15 | 15 |
933 | 176.75 | wind | 7 | 270 | < th | dose independent | rect. | 21 | 19 |
935 | 176.75 | humidity | 80 | 1440 | > th | dose independent | rect. | 23 | 23 |
941 | 176.76 | wind | 9 | 30 | < th | dose independent | rect. | 19 | 3 |
942 | 176.76 | temperature | 10 | 30 | > th | dose independent | rect. | 19 | 3 |
945 | 176.76 | humidity | 50 | 30 | > th | dose independent | rect. | 19 | 3 |
948 | 176.76 | atmosphere | 1010 | 30 | < th | dose independent | rect. | 19 | 3 |
950 | 176.76 | radiation | 1 | 30 | < th | dose independent | rect. | 19 | 3 |
955 | 176.76 | temperature | 10 | 30 | > th | dose independent | rect. | 22 | 21 |
957 | 176.76 | radiation | 1 | 30 | < th | dose dependent | rect. | 19 | 3 |
992 | 176.80 | temperature | 25 | 90 | > th | dose dependent | rect. | 3 | 23 |
996 | 176.81 | temperature | 25 | 90 | > th | dose dependent | no | NA | NA |