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Os10g0160000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Ubiquitin carboxyl-terminal hydrolase 12 (EC 3.1.2.15) (Ubiquitin thiolesterase 12) (Ubiquitin-specific processing protease 12) (Deubiquitinating enzyme 12).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.92 | 0.22 | 9.71 | 0.146 | 0.527 | -0.373 | -1.07 | -0.534 | -0.00676 | 4.7 | 79.24 | 821 | -- | -- |
22.32 | 0.22 | 9.71 | 0.198 | 0.53 | -0.408 | -1.02 | -- | 0.000827 | 4.48 | 79 | 837 | -- | -- |
24.49 | 0.231 | 9.7 | 0.117 | 0.637 | -0.354 | -- | -0.853 | -0.00265 | 5.18 | 79.66 | 1105 | -- | -- |
25.04 | 0.233 | 9.71 | 0.198 | 0.547 | -0.387 | -- | -- | 0.00127 | 4.72 | 78.97 | 872 | -- | -- |
29.93 | 0.255 | 9.71 | 0.2 | -- | -0.554 | -- | 0.172 | 0.0265 | -- | 80 | 477 | -- | -- |
25.77 | 0.238 | 9.71 | 0.175 | 0.636 | -- | -0.892 | -- | -0.014 | 5.52 | -- | -- | -- | -- |
27.64 | 0.246 | 9.7 | 0.173 | 0.633 | -- | -- | -- | -0.00971 | 5.77 | -- | -- | -- | -- |
30.06 | 0.255 | 9.71 | 0.194 | -- | -0.554 | -- | -- | 0.0208 | -- | 80 | 474 | -- | -- |
26.06 | 0.238 | 9.71 | -- | 0.571 | -0.38 | -- | -- | -0.0212 | 4.77 | 79 | 912 | -- | -- |
48.43 | 0.325 | 9.71 | 0.193 | -- | -- | -- | -- | 0.0052 | -- | -- | -- | -- | -- |
28.42 | 0.249 | 9.71 | -- | 0.636 | -- | -- | -- | -0.029 | 5.76 | -- | -- | -- | -- |
30.62 | 0.258 | 9.71 | -- | -- | -0.548 | -- | -- | -0.00113 | -- | 81 | 445 | -- | -- |
49.41 | 0.328 | 9.72 | -- | -- | -- | -- | -- | -0.0162 | -- | -- | -- | -- | -- |
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 | 20.69 | wind | 1.0 | 43200 | < th | dose independent | rect. | 19 | 7 |
3 | 20.83 | wind | 1.0 | 43200 | > th | dose independent | rect. | 23 | 3 |
6 | 20.93 | wind | 1.0 | 43200 | < th | dose independent | rect. | 23 | 3 |
7 | 20.93 | wind | 1.0 | 43200 | > th | dose independent | rect. | 19 | 7 |
11 | 21.03 | wind | 1.0 | 43200 | < th | dose dependent | sin | 16 | NA |
15 | 21.15 | wind | 1.0 | 43200 | < th | dose independent | rect. | 16 | 12 |
16 | 21.24 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 10 | 18 |
18 | 21.26 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 16 | 10 |
21 | 21.29 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 24 | 2 |
23 | 21.30 | wind | 1.0 | 43200 | > th | dose independent | rect. | 16 | 12 |
24 | 21.30 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 20 | 8 |
26 | 21.32 | wind | 1.0 | 43200 | < th | dose independent | sin | 15 | NA |
42 | 21.42 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 4 | 14 |
48 | 21.46 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 21 | 8 |
52 | 21.48 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 21 | 8 |
64 | 21.53 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 3 | 2 |
74 | 21.59 | radiation | 1.0 | 720 | < th | dose dependent | sin | 15 | NA |
79 | 21.62 | radiation | 1.0 | 90 | > th | dose independent | rect. | 8 | 11 |
97 | 21.65 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 8 | 2 |
105 | 21.69 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 4 | 1 |
106 | 21.69 | wind | 1.0 | 43200 | < th | dose independent | rect. | 11 | 17 |
107 | 21.69 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 20 | 1 |
108 | 21.70 | wind | 1.0 | 43200 | > th | dose independent | sin | 15 | NA |
111 | 21.70 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 19 | 18 |
117 | 21.72 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 11 | 2 |
123 | 21.74 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 4 | 1 |
132 | 21.75 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 4 | 23 |
135 | 21.76 | humidity | 80.0 | 270 | > th | dose independent | rect. | 2 | 17 |
140 | 21.78 | wind | 3.0 | 43200 | < th | dose independent | rect. | 12 | 1 |
148 | 21.79 | humidity | 80.0 | 720 | < th | dose independent | rect. | 8 | 20 |
160 | 21.80 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 6 | 23 |
161 | 21.81 | precipitation | 0.1 | 720 | < th | dose independent | sin | 1 | NA |
163 | 21.81 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 24 | 5 |
167 | 21.81 | precipitation | 0.1 | 720 | < th | dose dependent | sin | 1 | NA |
171 | 21.82 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 16 |
173 | 21.82 | humidity | 80.0 | 720 | < th | dose independent | rect. | 22 | 22 |
175 | 21.82 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 16 |
197 | 21.86 | wind | 3.0 | 14400 | < th | dose independent | rect. | 19 | 19 |
200 | 21.86 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 14 | 9 |
208 | 21.87 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 7 | 6 |
232 | 21.91 | wind | 3.0 | 14400 | < th | dose independent | rect. | 5 | 8 |
233 | 21.91 | wind | 3.0 | 14400 | > th | dose independent | rect. | 5 | 9 |
234 | 21.91 | radiation | 1.0 | 270 | < th | dose independent | rect. | 4 | 14 |
240 | 21.91 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 11 | 12 |
249 | 21.92 | wind | 1.0 | 43200 | < th | dose independent | rect. | 8 | 20 |
276 | 21.94 | humidity | 80.0 | 720 | > th | dose independent | rect. | 9 | 22 |
282 | 21.95 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
288 | 21.95 | wind | 3.0 | 14400 | > th | dose independent | rect. | 18 | 20 |
299 | 21.96 | wind | 1.0 | 43200 | > th | dose independent | rect. | 11 | 17 |
319 | 21.97 | humidity | 80.0 | 720 | < th | dose independent | rect. | 14 | 23 |
326 | 21.98 | radiation | 1.0 | 270 | > th | dose independent | sin | 1 | NA |
330 | 21.98 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 13 | 15 |
336 | 21.98 | humidity | 80.0 | 720 | < th | dose independent | rect. | 19 | 23 |
344 | 21.98 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 13 | 15 |
345 | 21.98 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 7 | 16 |
348 | 21.99 | humidity | 80.0 | 720 | < th | dose independent | no | NA | NA |
349 | 21.99 | wind | 1.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
351 | 21.99 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
353 | 21.99 | radiation | 1.0 | 720 | > th | dose independent | rect. | 7 | 12 |
368 | 21.99 | humidity | 80.0 | 720 | < th | dose independent | rect. | 1 | 23 |
383 | 22.01 | radiation | 1.0 | 720 | < th | dose independent | sin | 16 | NA |
385 | 22.01 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 4 | 1 |
396 | 22.01 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 22 |
397 | 22.01 | humidity | 80.0 | 720 | > th | dose independent | rect. | 22 | 23 |
404 | 22.01 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 22 |
407 | 22.02 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 4 | 1 |
411 | 22.02 | humidity | 80.0 | 720 | < th | dose independent | rect. | 8 | 12 |
415 | 22.02 | humidity | 80.0 | 720 | > th | dose independent | rect. | 1 | 22 |
423 | 22.02 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 24 | 5 |
432 | 22.03 | radiation | 1.0 | 720 | < th | dose independent | rect. | 13 | 10 |
435 | 22.03 | wind | 3.0 | 14400 | < th | dose independent | rect. | 18 | 13 |
453 | 22.03 | humidity | 80.0 | 720 | < th | dose independent | rect. | 16 | 23 |
459 | 22.03 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 11 | 18 |
460 | 22.04 | radiation | 1.0 | 720 | > th | dose independent | sin | 17 | NA |
464 | 22.04 | wind | 1.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
473 | 22.04 | wind | 1.0 | 43200 | > th | dose independent | rect. | 8 | 20 |
478 | 22.04 | wind | 3.0 | 43200 | < th | dose dependent | sin | 12 | NA |
519 | 22.06 | radiation | 1.0 | 720 | < th | dose independent | rect. | 11 | 12 |
524 | 22.06 | radiation | 1.0 | 720 | < th | dose independent | rect. | 7 | 16 |
540 | 22.06 | humidity | 80.0 | 720 | > th | dose independent | rect. | 19 | 23 |
541 | 22.06 | radiation | 1.0 | 720 | < th | dose independent | rect. | 6 | 23 |
565 | 22.07 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 18 |
573 | 22.07 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 18 |
597 | 22.08 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 5 | 9 |
602 | 22.09 | humidity | 80.0 | 720 | > th | dose independent | no | NA | NA |
603 | 22.09 | humidity | 80.0 | 720 | < th | dose independent | sin | 23 | NA |
613 | 22.09 | humidity | 80.0 | 720 | > th | dose independent | rect. | 17 | 23 |
617 | 22.09 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 5 | 9 |
635 | 22.10 | humidity | 80.0 | 720 | > th | dose independent | rect. | 14 | 23 |
642 | 22.10 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 2 | 18 |
645 | 22.11 | wind | 3.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
659 | 22.11 | humidity | 80.0 | 720 | < th | dose independent | rect. | 11 | 23 |
672 | 22.12 | wind | 3.0 | 14400 | < th | dose independent | sin | 12 | NA |
706 | 22.13 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 21 | 9 |
750 | 22.15 | wind | 3.0 | 14400 | < th | dose independent | sin | 4 | NA |
755 | 22.15 | wind | 3.0 | 14400 | > th | dose independent | rect. | 18 | 13 |
845 | 22.17 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 7 | 10 |
883 | 22.19 | wind | 3.0 | 14400 | > th | dose independent | sin | 4 | NA |
900 | 22.19 | wind | 3.0 | 14400 | < th | dose dependent | sin | 4 | NA |
984 | 22.21 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 11 | 21 |
999 | 22.22 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 18 |