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Os06g0142300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Early nodulin 93 ENOD93 protein 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 = temperature,
response mode = > th, dose dependency = dose independent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
950.78 | 1.45 | 5.14 | -0.0441 | 0.963 | 2.23 | 4.66 | -2.01 | 0.945 | 16.7 | 20.09 | 120 | 18 | 10.7 |
960.71 | 1.44 | 5.11 | 0.142 | 1.01 | 2.38 | 5.31 | -- | 0.983 | 15.9 | 20.03 | 126 | 17.9 | 10.6 |
1003.76 | 1.48 | 5.14 | -0.03 | 0.996 | 2.23 | -- | -2.63 | 0.978 | 17.1 | 20.1 | 120 | 18 | 10.4 |
1037.41 | 1.5 | 5.13 | 0.258 | 0.918 | 2.2 | -- | -- | 0.966 | 17.2 | 20.07 | 121 | 18 | 10.4 |
1025.58 | 1.49 | 5.15 | 0.0521 | -- | 2 | -- | -2.24 | 0.905 | -- | 20.03 | 88 | 17.8 | 10.2 |
1164.7 | 1.6 | 5.1 | 0.456 | 2 | -- | -1.66 | -- | 1.17 | 22.7 | -- | -- | -- | -- |
1174.53 | 1.6 | 5.1 | 0.53 | 2.02 | -- | -- | -- | 1.18 | 22.4 | -- | -- | -- | -- |
1052.83 | 1.51 | 5.09 | 0.298 | -- | 2.07 | -- | -- | 0.996 | -- | 20 | 102 | 17.7 | 10.1 |
1038.11 | 1.5 | 5.12 | -- | 0.907 | 2.17 | -- | -- | 0.963 | 17.2 | 20 | 123 | 18 | 10.4 |
1424.96 | 1.76 | 5.05 | 0.563 | -- | -- | -- | -- | 1.18 | -- | -- | -- | -- | -- |
1181.93 | 1.61 | 5.11 | -- | 2.03 | -- | -- | -- | 1.12 | 22.4 | -- | -- | -- | -- |
1054.75 | 1.51 | 5.1 | -- | -- | 2.08 | -- | -- | 0.969 | -- | 20.1 | 105 | 17.6 | 10.1 |
1433.31 | 1.77 | 5.06 | -- | -- | -- | -- | -- | 1.12 | -- | -- | -- | -- | -- |
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 | 954.78 | temperature | 20.0 | 90 | > th | dose independent | rect. | 18 | 11 |
3 | 960.45 | humidity | 60.0 | 30 | > th | dose dependent | rect. | 18 | 2 |
7 | 964.54 | humidity | 70.0 | 90 | > th | dose independent | rect. | 18 | 2 |
9 | 969.03 | temperature | 30.0 | 90 | < th | dose independent | rect. | 18 | 2 |
14 | 973.70 | humidity | 70.0 | 10 | > th | dose independent | rect. | 18 | 2 |
27 | 979.98 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 20 | 1 |
28 | 981.96 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 20 | 1 |
38 | 986.43 | temperature | 20.0 | 270 | > th | dose independent | rect. | 16 | 12 |
46 | 987.10 | temperature | 20.0 | 90 | > th | dose independent | rect. | 19 | 1 |
47 | 987.11 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 20 | 1 |
51 | 987.27 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 20 | 1 |
55 | 987.27 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 20 | 1 |
61 | 987.27 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 20 | 1 |
65 | 987.27 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 20 | 1 |
85 | 987.27 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 23 |
88 | 987.27 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 20 | 1 |
110 | 989.87 | wind | 9.0 | 90 | < th | dose dependent | rect. | 19 | 1 |
119 | 992.80 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 18 | 11 |
120 | 992.93 | wind | 5.0 | 90 | < th | dose independent | rect. | 19 | 1 |
121 | 993.32 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 18 | 2 |
128 | 996.10 | temperature | 15.0 | 90 | > th | dose independent | rect. | 20 | 23 |
129 | 996.16 | radiation | 1.0 | 90 | < th | dose independent | rect. | 18 | 2 |
132 | 997.22 | temperature | 10.0 | 90 | > th | dose independent | rect. | 19 | 1 |
137 | 997.22 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 19 | 1 |
138 | 997.22 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 19 | 1 |
151 | 997.23 | wind | 1.0 | 90 | > th | dose independent | rect. | 19 | 1 |
152 | 997.23 | wind | 9.0 | 90 | < th | dose independent | rect. | 20 | 23 |
154 | 997.32 | wind | 9.0 | 90 | < th | dose independent | rect. | 19 | 1 |
169 | 1001.06 | humidity | 60.0 | 720 | > th | dose independent | rect. | 17 | 3 |
177 | 1002.02 | radiation | 10.0 | 720 | < th | dose independent | rect. | 16 | 4 |
202 | 1004.24 | radiation | 10.0 | 720 | < th | dose independent | rect. | 16 | 11 |
308 | 1007.10 | temperature | 20.0 | 720 | > th | dose independent | rect. | 17 | 3 |
314 | 1007.69 | radiation | 10.0 | 720 | < th | dose independent | rect. | 14 | 5 |
352 | 1009.13 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 6 | 14 |
368 | 1010.38 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 20 | 23 |
369 | 1010.38 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 20 | 23 |
376 | 1011.08 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 18 | 14 |
382 | 1011.67 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 19 | 1 |
383 | 1011.67 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 19 | 1 |
384 | 1011.73 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 17 | 3 |
395 | 1012.59 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 11 | 9 |
396 | 1012.60 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 13 | 7 |
398 | 1012.62 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 18 | 2 |
477 | 1014.66 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 18 | 19 |
482 | 1014.97 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 19 | 1 |
488 | 1015.48 | temperature | 20.0 | 90 | > th | dose independent | sin | 13 | NA |
490 | 1015.90 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 19 | 1 |
495 | 1016.29 | radiation | 1.0 | 90 | < th | dose independent | rect. | 18 | 16 |
503 | 1016.55 | temperature | 20.0 | 90 | > th | dose independent | rect. | 18 | 5 |
504 | 1016.58 | radiation | 1.0 | 90 | < th | dose independent | rect. | 18 | 19 |
539 | 1017.09 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 19 | 1 |
548 | 1017.90 | wind | 7.0 | 720 | < th | dose independent | rect. | 20 | 5 |
591 | 1020.91 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 18 | 2 |
601 | 1021.60 | wind | 9.0 | 720 | < th | dose independent | rect. | 13 | 19 |
651 | 1022.71 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 20 | 13 |
678 | 1023.18 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 17 | 10 |
724 | 1025.90 | wind | 7.0 | 270 | < th | dose independent | rect. | 20 | 11 |
736 | 1026.35 | radiation | 1.0 | 90 | < th | dose dependent | sin | 22 | NA |
750 | 1026.98 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 19 | 5 |
756 | 1027.47 | humidity | 60.0 | 720 | > th | dose independent | rect. | 17 | 11 |
795 | 1029.31 | humidity | 60.0 | 720 | > th | dose independent | rect. | 16 | 13 |
799 | 1029.38 | temperature | 20.0 | 270 | > th | dose independent | rect. | 7 | 13 |
802 | 1029.44 | temperature | 10.0 | 270 | > th | dose dependent | sin | 11 | NA |
811 | 1030.07 | wind | 9.0 | 720 | < th | dose independent | rect. | 20 | 21 |
834 | 1030.83 | radiation | 1.0 | 90 | < th | dose independent | rect. | 7 | 13 |
842 | 1031.06 | wind | 9.0 | 30 | < th | dose dependent | rect. | 21 | 22 |
846 | 1031.26 | wind | 1.0 | 90 | > th | dose independent | rect. | 18 | 5 |
850 | 1031.36 | temperature | 30.0 | 90 | < th | dose independent | rect. | 18 | 12 |
852 | 1031.39 | wind | 5.0 | 720 | < th | dose independent | rect. | 5 | 3 |
857 | 1031.74 | radiation | 20.0 | 270 | < th | dose independent | rect. | 20 | 12 |
862 | 1031.94 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 19 | 5 |
889 | 1032.20 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 8 | 5 |
890 | 1032.20 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 8 | 5 |
893 | 1032.35 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 20 | 13 |
898 | 1032.54 | temperature | 10.0 | 270 | > th | dose independent | rect. | 20 | 11 |
899 | 1032.54 | temperature | 30.0 | 270 | < th | dose independent | rect. | 20 | 11 |
900 | 1032.54 | humidity | 50.0 | 270 | > th | dose independent | rect. | 20 | 11 |
902 | 1032.54 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 20 | 11 |
903 | 1032.54 | radiation | 40.0 | 270 | < th | dose independent | rect. | 20 | 11 |
904 | 1032.54 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 13 |
905 | 1032.54 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 13 |
909 | 1032.67 | humidity | 50.0 | 720 | > th | dose independent | rect. | 8 | 5 |
917 | 1032.96 | temperature | 10.0 | 720 | > th | dose independent | rect. | 8 | 5 |
918 | 1032.96 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 8 | 5 |
919 | 1032.96 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 8 | 5 |
920 | 1032.96 | temperature | 10.0 | 720 | > th | dose independent | rect. | 13 | 19 |
927 | 1033.24 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 19 | 5 |
947 | 1033.71 | radiation | 1.0 | 90 | < th | dose independent | rect. | 13 | 7 |
966 | 1034.09 | humidity | 60.0 | 90 | > th | dose independent | rect. | 18 | 12 |
973 | 1034.32 | wind | 9.0 | 270 | < th | dose dependent | rect. | 16 | 4 |
979 | 1034.42 | temperature | 30.0 | 720 | < th | dose independent | rect. | 20 | 5 |
983 | 1034.42 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 20 | 5 |
984 | 1034.42 | radiation | 1.0 | 720 | < th | dose independent | rect. | 20 | 5 |
989 | 1034.42 | temperature | 10.0 | 720 | > th | dose independent | rect. | 1 | 19 |
990 | 1034.42 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 20 | 5 |
998 | 1034.51 | wind | 1.0 | 270 | > th | dose independent | rect. | 8 | 12 |