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Os05g0420500 |
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 dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51.79 | 0.338 | 8.41 | 0.0574 | 0.949 | 0.686 | -0.239 | 0.928 | 0.156 | 20.7 | 10.03 | 4488 | -- | -- |
52.11 | 0.339 | 8.45 | -0.0236 | 1.02 | 0.903 | -0.0768 | -- | 0.0982 | 21.8 | 10.03 | 4488 | -- | -- |
51.98 | 0.336 | 8.41 | 0.0678 | 0.949 | 0.684 | -- | 0.938 | 0.157 | 20.7 | 9.787 | 4479 | -- | -- |
52.13 | 0.338 | 8.45 | -0.0217 | 1.02 | 0.908 | -- | -- | 0.0976 | 21.8 | 9.787 | 4479 | -- | -- |
83.88 | 0.427 | 8.44 | -0.17 | -- | 1.28 | -- | 0.0613 | 0.00164 | -- | 15.36 | 653 | -- | -- |
59.91 | 0.363 | 8.42 | 0.148 | 0.952 | -- | -0.212 | -- | 0.225 | 20.8 | -- | -- | -- | -- |
60.06 | 0.363 | 8.42 | 0.154 | 0.951 | -- | -- | -- | 0.225 | 20.8 | -- | -- | -- | -- |
83.79 | 0.426 | 8.44 | -0.173 | -- | 1.32 | -- | -- | 0.0173 | -- | 14.8 | 672 | -- | -- |
52.14 | 0.338 | 8.45 | -- | 1.02 | 0.897 | -- | -- | 0.101 | 21.8 | -0.187 | 6028 | -- | -- |
111.49 | 0.493 | 8.4 | 0.153 | -- | -- | -- | -- | 0.218 | -- | -- | -- | -- | -- |
60.69 | 0.364 | 8.42 | -- | 0.951 | -- | -- | -- | 0.208 | 20.8 | -- | -- | -- | -- |
84.05 | 0.427 | 8.42 | -- | -- | 0.977 | -- | -- | 0.117 | -- | 23.95 | 718 | -- | -- |
112.11 | 0.494 | 8.4 | -- | -- | -- | -- | -- | 0.2 | -- | -- | -- | -- | -- |
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 | 48.91 | temperature | 30.0 | 90 | < th | dose dependent | sin | 5 | NA |
3 | 49.33 | temperature | 15.0 | 90 | > th | dose dependent | sin | 4 | NA |
13 | 49.65 | temperature | 10.0 | 270 | > th | dose dependent | sin | 7 | NA |
43 | 50.30 | wind | 1.0 | 14400 | > th | dose independent | rect. | 10 | 2 |
51 | 50.43 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 7 | 22 |
52 | 50.45 | radiation | 10.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
57 | 50.48 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 10 |
58 | 50.49 | radiation | 30.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
59 | 50.49 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 14 |
60 | 50.52 | wind | 1.0 | 14400 | < th | dose independent | rect. | 10 | 2 |
61 | 50.56 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 23 | 1 |
78 | 50.62 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 11 |
82 | 50.66 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 2 |
83 | 50.66 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 22 | 2 |
85 | 50.67 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 16 |
90 | 50.70 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 20 |
93 | 50.71 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 22 |
94 | 50.72 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 22 | 2 |
95 | 50.72 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 19 |
96 | 50.72 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 22 | 2 |
99 | 50.74 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 11 |
100 | 50.74 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 11 |
101 | 50.74 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 19 |
102 | 50.74 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 11 |
103 | 50.74 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 19 |
104 | 50.76 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 7 | 2 |
105 | 50.76 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 7 | 2 |
107 | 50.76 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 9 |
108 | 50.77 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 14 |
110 | 50.78 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 12 |
114 | 50.79 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 14 |
115 | 50.79 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 14 |
127 | 50.83 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 22 | 2 |
128 | 50.83 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 16 |
129 | 50.83 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 16 |
133 | 50.83 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 16 |
136 | 50.84 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 16 |
141 | 50.84 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 16 | 16 |
154 | 50.86 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 23 | 14 |
186 | 50.93 | precipitation | 0.1 | 43200 | > th | dose independent | sin | 11 | NA |
193 | 50.94 | precipitation | 0.1 | 43200 | < th | dose independent | sin | 11 | NA |
197 | 50.94 | precipitation | 0.1 | 43200 | < th | dose dependent | sin | 11 | NA |
217 | 50.97 | precipitation | 0.1 | 43200 | > th | dose dependent | sin | 11 | NA |
222 | 50.98 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 6 | 12 |
244 | 51.01 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 8 | 1 |
252 | 51.02 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 13 |
264 | 51.04 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 13 |
266 | 51.04 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 13 |
268 | 51.04 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 5 | 14 |
272 | 51.05 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 8 | 1 |
295 | 51.07 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 22 |
298 | 51.07 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 9 | 1 |
304 | 51.07 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 22 |
309 | 51.08 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 22 |
313 | 51.09 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
347 | 51.12 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 17 | 22 |
372 | 51.15 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 10 | 1 |
380 | 51.15 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 10 | 1 |
394 | 51.17 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
411 | 51.18 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 5 | 19 |
416 | 51.19 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 10 | 1 |
422 | 51.19 | wind | 1.0 | 43200 | < th | dose dependent | sin | 5 | NA |
423 | 51.19 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 10 | 1 |
424 | 51.19 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 4 |
425 | 51.19 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 8 |
429 | 51.19 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 5 | 22 |
432 | 51.20 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 1 |
435 | 51.20 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 1 |
448 | 51.21 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 10 | 22 |
449 | 51.21 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 23 |
454 | 51.22 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 1 |
456 | 51.22 | wind | 1.0 | 43200 | > th | dose independent | rect. | 23 | 11 |
460 | 51.22 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 2 | 16 |
469 | 51.23 | precipitation | 0.1 | 43200 | > th | dose dependent | no | NA | NA |
478 | 51.24 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 15 | 21 |
495 | 51.26 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 3 | 21 |
500 | 51.26 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 9 | 1 |
512 | 51.27 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 7 | 6 |
513 | 51.27 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 16 | 14 |
515 | 51.27 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 3 | 21 |
519 | 51.27 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 7 | 6 |
522 | 51.27 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 3 | 21 |
525 | 51.28 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 7 | 6 |
532 | 51.28 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 7 | 6 |
547 | 51.29 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 10 | 2 |
569 | 51.30 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 23 |
594 | 51.32 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 20 | 14 |
607 | 51.32 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 7 | 23 |
641 | 51.35 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 10 | 22 |
642 | 51.35 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 10 | 22 |
644 | 51.35 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 23 |
647 | 51.35 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 22 | 23 |
660 | 51.35 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 10 | 22 |
664 | 51.35 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 22 | 23 |
668 | 51.36 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 6 | 12 |
669 | 51.36 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 6 | 12 |
677 | 51.36 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 6 | 12 |
740 | 51.39 | precipitation | 0.1 | 43200 | > th | dose independent | no | NA | NA |
741 | 51.39 | precipitation | 0.1 | 43200 | < th | dose independent | no | NA | NA |
742 | 51.39 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 9 | 3 |
756 | 51.39 | precipitation | 0.1 | 43200 | < th | dose dependent | no | NA | NA |
757 | 51.39 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 9 | 3 |
769 | 51.40 | wind | 1.0 | 1440 | > th | dose independent | rect. | 4 | 3 |
780 | 51.40 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 16 | 15 |
791 | 51.41 | precipitation | 0.1 | 43200 | > th | dose dependent | sin | 1 | NA |
822 | 51.42 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 18 |
823 | 51.42 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 23 | 20 |
832 | 51.43 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 9 | 3 |
839 | 51.43 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 5 | 16 |
846 | 51.43 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 9 | 3 |
855 | 51.44 | radiation | 10.0 | 14400 | > th | dose independent | rect. | 16 | 1 |
858 | 51.44 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 20 | 14 |
860 | 51.44 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 5 | 16 |
875 | 51.44 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 23 | 10 |
876 | 51.44 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 21 | 13 |
880 | 51.44 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 5 | 16 |
881 | 51.44 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 1 | 19 |
889 | 51.45 | wind | 1.0 | 43200 | < th | dose independent | sin | 7 | NA |
891 | 51.45 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 16 | 4 |
924 | 51.46 | wind | 1.0 | 43200 | < th | dose independent | rect. | 23 | 12 |
935 | 51.46 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 23 | 17 |
968 | 51.48 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 11 | 2 |