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Os12g0163600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Tetratricopeptide-like helical 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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
69.86 | 0.393 | 8.69 | 1.53 | 2.1 | -0.533 | 0.127 | -0.636 | 0.425 | 19.3 | 29.3 | 264 | -- | -- |
70.01 | 0.39 | 8.69 | 1.5 | 2.09 | -0.558 | 0.111 | -- | 0.405 | 19.4 | 29.1 | 268 | -- | -- |
69.65 | 0.389 | 8.69 | 1.54 | 2.09 | -0.526 | -- | -0.731 | 0.425 | 19.4 | 29.1 | 264 | -- | -- |
70 | 0.39 | 8.7 | 1.45 | 2.08 | -0.568 | -- | -- | 0.39 | 19.4 | 29 | 268 | -- | -- |
211.09 | 0.677 | 8.72 | 1.06 | -- | -1.83 | -- | -0.184 | 0.151 | -- | 28.2 | 496 | -- | -- |
79.32 | 0.418 | 8.69 | 1.56 | 2.32 | -- | 0.432 | -- | 0.442 | 19.1 | -- | -- | -- | -- |
79.81 | 0.418 | 8.69 | 1.55 | 2.33 | -- | -- | -- | 0.443 | 19.1 | -- | -- | -- | -- |
210.19 | 0.675 | 8.7 | 1.16 | -- | -1.89 | -- | -- | 0.166 | -- | 28.23 | 496 | -- | -- |
122.87 | 0.516 | 8.75 | -- | 1.95 | -0.765 | -- | -- | 0.185 | 19.7 | 28.3 | 264 | -- | -- |
364.65 | 0.892 | 8.64 | 1.5 | -- | -- | -- | -- | 0.401 | -- | -- | -- | -- | -- |
143.01 | 0.559 | 8.73 | -- | 2.31 | -- | -- | -- | 0.271 | 19.1 | -- | -- | -- | -- |
244.72 | 0.729 | 8.73 | -- | -- | -2.04 | -- | -- | 0.0235 | -- | 28.25 | 507 | -- | -- |
424.22 | 0.961 | 8.68 | -- | -- | -- | -- | -- | 0.234 | -- | -- | -- | -- | -- |
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 | 65.34 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 22 | 8 |
2 | 65.73 | radiation | 30.0 | 270 | < th | dose independent | rect. | 7 | 2 |
3 | 65.77 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 7 | 2 |
5 | 65.87 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 8 |
7 | 65.93 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 6 |
8 | 65.95 | radiation | 40.0 | 270 | < th | dose independent | rect. | 6 | 5 |
12 | 66.21 | radiation | 40.0 | 270 | < th | dose independent | rect. | 7 | 15 |
13 | 66.25 | radiation | 40.0 | 270 | < th | dose independent | rect. | 6 | 19 |
14 | 66.33 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 15 |
18 | 66.40 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 10 | 7 |
27 | 66.65 | temperature | 15.0 | 10 | > th | dose independent | rect. | 20 | 16 |
28 | 66.67 | wind | 9.0 | 90 | < th | dose independent | rect. | 12 | 19 |
29 | 66.68 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 19 |
31 | 66.73 | radiation | 1.0 | 90 | > th | dose independent | rect. | 7 | 5 |
32 | 66.74 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 12 | 8 |
33 | 66.75 | wind | 7.0 | 270 | < th | dose independent | rect. | 1 | 15 |
44 | 66.85 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 6 | 19 |
49 | 66.93 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 12 | 7 |
59 | 67.03 | wind | 1.0 | 10 | > th | dose independent | rect. | 7 | 5 |
66 | 67.09 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 7 | 5 |
67 | 67.09 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 7 | 5 |
69 | 67.10 | temperature | 10.0 | 90 | > th | dose independent | rect. | 7 | 5 |
70 | 67.10 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 7 | 5 |
71 | 67.10 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 7 | 5 |
73 | 67.10 | temperature | 10.0 | 90 | > th | dose independent | rect. | 12 | 19 |
74 | 67.10 | wind | 9.0 | 270 | < th | dose independent | rect. | 9 | 22 |
76 | 67.11 | temperature | 15.0 | 270 | > th | dose independent | rect. | 16 | 9 |
80 | 67.15 | temperature | 30.0 | 90 | < th | dose independent | rect. | 19 | 17 |
81 | 67.15 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 20 | 16 |
94 | 67.26 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 12 | 19 |
95 | 67.26 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 12 | 19 |
99 | 67.29 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 8 | 5 |
102 | 67.29 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 8 | 5 |
103 | 67.29 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 19 |
106 | 67.30 | wind | 9.0 | 90 | < th | dose independent | rect. | 7 | 5 |
132 | 67.49 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 3 |
141 | 67.53 | radiation | 20.0 | 270 | < th | dose independent | rect. | 15 | 10 |
147 | 67.57 | wind | 7.0 | 270 | < th | dose independent | rect. | 11 | 6 |
152 | 67.59 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 6 | 5 |
160 | 67.64 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 12 | 7 |
172 | 67.71 | radiation | 40.0 | 270 | < th | dose independent | rect. | 17 | 18 |
192 | 67.81 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 7 | 5 |
201 | 67.85 | humidity | 90.0 | 90 | < th | dose independent | rect. | 19 | 17 |
205 | 67.86 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 12 | 8 |
206 | 67.87 | wind | 7.0 | 270 | < th | dose independent | rect. | 10 | 8 |
212 | 67.91 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 7 | 16 |
213 | 67.92 | humidity | 90.0 | 30 | < th | dose independent | rect. | 7 | 5 |
219 | 67.93 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 19 | 17 |
225 | 67.94 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 6 | 6 |
231 | 67.96 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 7 | 2 |
241 | 67.99 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 6 | 13 |
246 | 68.03 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 2 |
247 | 68.03 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 2 |
249 | 68.03 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 2 |
250 | 68.03 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 2 |
251 | 68.03 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 2 |
252 | 68.03 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 2 |
255 | 68.03 | temperature | 10.0 | 270 | > th | dose independent | rect. | 9 | 22 |
256 | 68.03 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 2 |
269 | 68.07 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 12 | 7 |
270 | 68.07 | temperature | 30.0 | 10 | < th | dose independent | rect. | 20 | 16 |
271 | 68.07 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 12 | 7 |
280 | 68.12 | wind | 9.0 | 10 | < th | dose independent | rect. | 12 | 8 |
282 | 68.13 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 6 | 9 |
283 | 68.14 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 12 | 7 |
286 | 68.14 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 10 |
294 | 68.19 | temperature | 10.0 | 90 | > th | dose independent | rect. | 12 | 7 |
300 | 68.19 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 19 | 17 |
305 | 68.20 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 21 | 9 |
318 | 68.23 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 19 | 17 |
322 | 68.23 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 19 | 17 |
323 | 68.24 | wind | 1.0 | 90 | > th | dose independent | rect. | 12 | 7 |
340 | 68.31 | radiation | 1.0 | 270 | > th | dose independent | rect. | 4 | 7 |
354 | 68.32 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 20 | 16 |
358 | 68.33 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 7 |
361 | 68.33 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 20 | 17 |
364 | 68.33 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 20 | 17 |
368 | 68.34 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 12 | 8 |
375 | 68.36 | wind | 9.0 | 90 | < th | dose independent | rect. | 19 | 17 |
385 | 68.39 | radiation | 1.0 | 270 | < th | dose dependent | sin | 6 | NA |
402 | 68.44 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 2 |
409 | 68.44 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 7 | 2 |
416 | 68.47 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 10 | 8 |
425 | 68.49 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 17 | 8 |
430 | 68.50 | humidity | 50.0 | 90 | > th | dose independent | rect. | 7 | 5 |
440 | 68.53 | humidity | 70.0 | 270 | > th | dose independent | rect. | 6 | 16 |
442 | 68.53 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 18 |
445 | 68.54 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 12 | 8 |
450 | 68.54 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 12 | 8 |
475 | 68.58 | humidity | 70.0 | 270 | > th | dose independent | rect. | 6 | 19 |
479 | 68.59 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 16 |
490 | 68.62 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 7 | 2 |
493 | 68.62 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 14 |
505 | 68.65 | humidity | 90.0 | 90 | < th | dose independent | rect. | 12 | 7 |
529 | 68.71 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 10 | 3 |
531 | 68.71 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 20 | 16 |
534 | 68.71 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 20 | 16 |
535 | 68.72 | temperature | 10.0 | 10 | > th | dose independent | rect. | 12 | 8 |
540 | 68.72 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 20 | 16 |
549 | 68.75 | radiation | 1.0 | 270 | > th | dose independent | sin | 7 | NA |
550 | 68.75 | radiation | 1.0 | 270 | < th | dose independent | sin | 7 | NA |
557 | 68.76 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 12 | 19 |
643 | 68.91 | wind | 9.0 | 10 | < th | dose independent | rect. | 20 | 16 |
717 | 69.05 | wind | 1.0 | 10 | > th | dose independent | rect. | 12 | 8 |
718 | 69.05 | humidity | 50.0 | 90 | > th | dose independent | rect. | 19 | 17 |
722 | 69.06 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 4 | 12 |
739 | 69.08 | temperature | 15.0 | 270 | > th | dose independent | rect. | 1 | 15 |
747 | 69.09 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 9 | 22 |
748 | 69.09 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 6 | 5 |
753 | 69.09 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 9 | 22 |
766 | 69.12 | temperature | 15.0 | 270 | > th | dose independent | rect. | 6 | 16 |
811 | 69.20 | temperature | 10.0 | 270 | > th | dose independent | rect. | 22 | 8 |
812 | 69.20 | temperature | 30.0 | 270 | < th | dose independent | rect. | 22 | 8 |
813 | 69.20 | humidity | 50.0 | 270 | > th | dose independent | rect. | 22 | 8 |
816 | 69.20 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 22 | 8 |
817 | 69.20 | radiation | 20.0 | 270 | < th | dose independent | rect. | 22 | 8 |
824 | 69.21 | wind | 9.0 | 270 | < th | dose independent | rect. | 22 | 8 |
870 | 69.26 | humidity | 90.0 | 10 | < th | dose independent | rect. | 12 | 8 |
879 | 69.27 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 22 | 8 |
885 | 69.28 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 20 | 7 |
915 | 69.32 | radiation | 1.0 | 90 | > th | dose independent | rect. | 12 | 18 |
937 | 69.37 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 10 | 3 |
943 | 69.37 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 10 | 3 |
953 | 69.38 | wind | 9.0 | 90 | < th | dose dependent | rect. | 12 | 7 |
964 | 69.39 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 18 |
968 | 69.39 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 18 |
980 | 69.41 | humidity | 50.0 | 270 | > th | dose independent | rect. | 16 | 9 |