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Os03g0211700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Glycoside hydrolase family 79, N-terminal 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
139.9 | 0.556 | 6.51 | -0.697 | 1.08 | -0.702 | -1.79 | 1.56 | -0.274 | 16.5 | 20 | 1446 | -- | -- |
143.5 | 0.558 | 6.5 | -0.529 | 1.11 | -0.774 | -1.88 | -- | -0.248 | 15.9 | 20 | 1330 | -- | -- |
137.26 | 0.546 | 6.49 | -0.684 | 0.789 | -0.806 | -- | 3.59 | -0.248 | 18.2 | 10.59 | 1761 | -- | -- |
152.69 | 0.576 | 6.49 | -0.515 | 1.1 | -0.67 | -- | -- | -0.198 | 16.6 | 19.28 | 1429 | -- | -- |
147.98 | 0.567 | 6.48 | -0.614 | -- | -1.67 | -- | 3.98 | -0.269 | -- | 9.355 | 1969 | -- | -- |
159.57 | 0.592 | 6.45 | -0.419 | 1.07 | -- | -1.92 | -- | -0.0381 | 16.4 | -- | -- | -- | -- |
168.79 | 0.608 | 6.46 | -0.437 | 1.07 | -- | -- | -- | -0.0485 | 16.8 | -- | -- | -- | -- |
161.69 | 0.592 | 6.49 | -0.44 | -- | -1.73 | -- | -- | -0.247 | -- | 8.218 | 2043 | -- | -- |
157.97 | 0.585 | 6.48 | -- | 1.12 | -0.718 | -- | -- | -0.125 | 17 | 9.998 | 1465 | -- | -- |
229.21 | 0.707 | 6.45 | -0.477 | -- | -- | -- | -- | -0.0762 | -- | -- | -- | -- | -- |
173.82 | 0.617 | 6.45 | -- | 1.08 | -- | -- | -- | 0.000144 | 16.8 | -- | -- | -- | -- |
165.86 | 0.6 | 6.48 | -- | -- | -1.78 | -- | -- | -0.208 | -- | 10 | 2040 | -- | -- |
235.21 | 0.716 | 6.44 | -- | -- | -- | -- | -- | -0.0233 | -- | -- | -- | -- | -- |
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 | 129.08 | temperature | 25 | 720 | > th | dose dependent | rect. | 21 | 4 |
24 | 134.01 | temperature | 20 | 720 | < th | dose independent | rect. | 3 | 4 |
32 | 135.23 | temperature | 25 | 720 | > th | dose independent | rect. | 21 | 3 |
44 | 136.16 | temperature | 25 | 720 | < th | dose independent | rect. | 18 | 10 |
51 | 136.56 | radiation | 30 | 4320 | < th | dose independent | rect. | 4 | 4 |
52 | 136.57 | radiation | 30 | 4320 | < th | dose independent | rect. | 6 | 2 |
53 | 136.57 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 15 |
54 | 136.58 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 7 |
55 | 136.60 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 2 |
58 | 136.64 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 4 |
65 | 136.72 | radiation | 30 | 4320 | < th | dose independent | rect. | 2 | 6 |
70 | 136.77 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 11 |
76 | 136.88 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 13 |
92 | 137.08 | radiation | 30 | 4320 | < th | dose independent | rect. | 22 | 10 |
96 | 137.19 | radiation | 30 | 4320 | < th | dose independent | rect. | 19 | 13 |
111 | 137.62 | radiation | 20 | 1440 | < th | dose independent | rect. | 15 | 17 |
122 | 137.99 | radiation | 20 | 1440 | < th | dose independent | sin | 13 | NA |
124 | 138.03 | temperature | 20 | 720 | < th | dose independent | sin | 7 | NA |
125 | 138.03 | radiation | 1 | 1440 | > th | dose dependent | rect. | 16 | 1 |
130 | 138.16 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 1 |
138 | 138.35 | radiation | 1 | 1440 | > th | dose dependent | rect. | 11 | 1 |
140 | 138.37 | humidity | 70 | 720 | > th | dose independent | rect. | 18 | 8 |
141 | 138.38 | radiation | 40 | 1440 | < th | dose dependent | rect. | 11 | 1 |
155 | 138.50 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 22 |
158 | 138.51 | radiation | 10 | 1440 | > th | dose dependent | rect. | 16 | 15 |
163 | 138.57 | radiation | 40 | 1440 | < th | dose dependent | rect. | 16 | 1 |
166 | 138.61 | temperature | 20 | 720 | < th | dose independent | rect. | 24 | 14 |
167 | 138.62 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 6 |
178 | 138.71 | temperature | 25 | 720 | < th | dose dependent | rect. | 4 | 5 |
179 | 138.72 | humidity | 90 | 720 | < th | dose independent | rect. | 21 | 2 |
180 | 138.72 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 3 |
182 | 138.73 | radiation | 20 | 1440 | < th | dose dependent | rect. | 16 | 1 |
183 | 138.74 | temperature | 25 | 720 | > th | dose independent | rect. | 15 | 11 |
184 | 138.74 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 22 |
196 | 138.87 | temperature | 25 | 720 | < th | dose independent | rect. | 21 | 1 |
206 | 138.95 | radiation | 20 | 4320 | > th | dose dependent | rect. | 7 | 1 |
213 | 139.04 | radiation | 1 | 1440 | > th | dose dependent | rect. | 15 | 21 |
230 | 139.11 | radiation | 20 | 1440 | < th | dose independent | rect. | 15 | 21 |
254 | 139.23 | temperature | 25 | 720 | > th | dose independent | rect. | 17 | 8 |
267 | 139.31 | temperature | 20 | 720 | > th | dose dependent | rect. | 3 | 8 |
272 | 139.34 | radiation | 20 | 1440 | < th | dose dependent | rect. | 15 | 23 |
294 | 139.46 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 1 |
300 | 139.47 | radiation | 40 | 1440 | < th | dose dependent | rect. | 15 | 21 |
305 | 139.49 | radiation | 10 | 1440 | < th | dose dependent | rect. | 6 | 12 |
312 | 139.52 | radiation | 20 | 4320 | > th | dose independent | rect. | 7 | 1 |
316 | 139.55 | radiation | 30 | 1440 | < th | dose dependent | rect. | 15 | 17 |
349 | 139.67 | radiation | 10 | 1440 | < th | dose dependent | sin | 23 | NA |
354 | 139.69 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 1 |
355 | 139.69 | radiation | 10 | 1440 | < th | dose independent | rect. | 11 | 7 |
366 | 139.72 | radiation | 10 | 1440 | < th | dose independent | rect. | 13 | 4 |
380 | 139.76 | radiation | 10 | 1440 | < th | dose dependent | rect. | 6 | 17 |
383 | 139.77 | humidity | 70 | 720 | > th | dose independent | rect. | 16 | 12 |
390 | 139.77 | radiation | 10 | 1440 | < th | dose dependent | rect. | 6 | 21 |
392 | 139.78 | radiation | 10 | 1440 | < th | dose independent | sin | 18 | NA |
395 | 139.78 | radiation | 20 | 1440 | < th | dose independent | rect. | 13 | 20 |
397 | 139.78 | radiation | 10 | 1440 | < th | dose dependent | rect. | 6 | 15 |
407 | 139.81 | temperature | 25 | 720 | < th | dose independent | sin | 13 | NA |
416 | 139.82 | radiation | 10 | 1440 | < th | dose dependent | rect. | 2 | 16 |
417 | 139.82 | radiation | 10 | 1440 | < th | dose dependent | rect. | 20 | 22 |
424 | 139.83 | radiation | 10 | 1440 | < th | dose dependent | rect. | 22 | 20 |
475 | 139.90 | radiation | 10 | 1440 | < th | dose independent | rect. | 11 | 12 |
477 | 139.90 | radiation | 20 | 1440 | < th | dose dependent | rect. | 2 | 21 |
486 | 139.91 | radiation | 10 | 1440 | < th | dose independent | rect. | 11 | 16 |
491 | 139.91 | radiation | 20 | 1440 | < th | dose dependent | rect. | 2 | 19 |
512 | 139.93 | radiation | 20 | 1440 | < th | dose dependent | no | NA | NA |
530 | 139.94 | temperature | 25 | 720 | > th | dose independent | sin | 15 | NA |
586 | 139.98 | radiation | 20 | 1440 | < th | dose dependent | sin | 13 | NA |
595 | 139.99 | temperature | 10 | 720 | > th | dose dependent | rect. | 17 | 8 |
629 | 140.08 | radiation | 1 | 1440 | > th | dose dependent | sin | 12 | NA |
739 | 140.23 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 12 |
762 | 140.27 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 10 |
787 | 140.31 | temperature | 20 | 720 | > th | dose dependent | rect. | 1 | 12 |
848 | 140.42 | radiation | 20 | 1440 | < th | dose independent | rect. | 6 | 17 |
849 | 140.42 | radiation | 20 | 1440 | < th | dose independent | rect. | 4 | 19 |
851 | 140.42 | radiation | 20 | 1440 | < th | dose independent | rect. | 2 | 21 |
854 | 140.43 | radiation | 20 | 1440 | < th | dose independent | rect. | 4 | 15 |
862 | 140.43 | radiation | 20 | 1440 | < th | dose independent | rect. | 2 | 19 |
867 | 140.43 | radiation | 20 | 1440 | < th | dose independent | rect. | 6 | 21 |
870 | 140.43 | radiation | 20 | 1440 | < th | dose independent | rect. | 4 | 23 |
874 | 140.44 | radiation | 20 | 1440 | < th | dose independent | rect. | 6 | 12 |
882 | 140.44 | radiation | 20 | 1440 | < th | dose independent | rect. | 2 | 16 |
900 | 140.45 | radiation | 20 | 1440 | < th | dose independent | no | NA | NA |
914 | 140.45 | radiation | 20 | 1440 | < th | dose independent | rect. | 22 | 20 |
962 | 140.53 | humidity | 50 | 720 | > th | dose dependent | rect. | 18 | 8 |