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Os12g0566700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Lipolytic enzyme, G-D-S-L 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
57.78 | 0.357 | 10.6 | 0.144 | 1.26 | -0.835 | 0.436 | -0.0954 | 0.0108 | 9.91 | 80 | 1369 | -- | -- |
57.33 | 0.353 | 10.6 | 0.116 | 1.27 | -0.865 | 0.461 | -- | 0.0139 | 9.95 | 79 | 1356 | -- | -- |
58.12 | 0.355 | 10.6 | 0.131 | 1.3 | -0.854 | -- | -0.00553 | 0.015 | 9.97 | 79 | 1339 | -- | -- |
58.04 | 0.355 | 10.6 | 0.138 | 1.26 | -0.861 | -- | -- | 0.019 | 9.99 | 78.45 | 1355 | -- | -- |
142.37 | 0.559 | 10.6 | 0.13 | -- | -0.408 | -- | 0.0854 | 0.0748 | -- | 79 | 1339 | -- | -- |
66.52 | 0.382 | 10.6 | 0.164 | 1.26 | -- | 0.427 | -- | 0.0583 | 9.75 | -- | -- | -- | -- |
67.2 | 0.384 | 10.6 | 0.181 | 1.25 | -- | -- | -- | 0.0595 | 9.8 | -- | -- | -- | -- |
140.09 | 0.551 | 10.6 | 0.253 | -- | 0.795 | -- | -- | 0.0747 | -- | 71.08 | 787 | -- | -- |
58.55 | 0.356 | 10.6 | -- | 1.26 | -0.875 | -- | -- | 0.00279 | 9.98 | 78.8 | 1355 | -- | -- |
160.85 | 0.593 | 10.6 | 0.168 | -- | -- | -- | -- | 0.0604 | -- | -- | -- | -- | -- |
68.06 | 0.386 | 10.6 | -- | 1.25 | -- | -- | -- | 0.0393 | 9.79 | -- | -- | -- | -- |
138.93 | 0.549 | 10.6 | -- | -- | 0.826 | -- | -- | 0.0686 | -- | 74 | 804 | -- | -- |
161.59 | 0.593 | 10.7 | -- | -- | -- | -- | -- | 0.0417 | -- | -- | -- | -- | -- |
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 | 53.91 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 2 |
2 | 53.91 | temperature | 20.0 | 270 | > th | dose independent | rect. | 21 | 6 |
3 | 53.94 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 2 |
14 | 54.79 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 24 | 4 |
21 | 55.06 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 24 | 4 |
24 | 55.20 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 21 | 6 |
27 | 55.31 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 17 | 10 |
32 | 55.45 | radiation | 1.0 | 90 | < th | dose dependent | sin | 8 | NA |
33 | 55.45 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 20 | 8 |
34 | 55.46 | wind | 1.0 | 270 | > th | dose independent | sin | 18 | NA |
35 | 55.46 | radiation | 1.0 | 90 | < th | dose independent | sin | 8 | NA |
41 | 55.54 | humidity | 80.0 | 270 | > th | dose independent | rect. | 21 | 7 |
59 | 55.83 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 21 | 7 |
83 | 56.11 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 17 |
84 | 56.11 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 17 |
92 | 56.20 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 22 | 8 |
94 | 56.22 | humidity | 70.0 | 10 | > th | dose dependent | sin | 10 | NA |
104 | 56.34 | wind | 1.0 | 270 | < th | dose independent | rect. | 11 | 15 |
107 | 56.36 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 11 |
110 | 56.37 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 14 |
117 | 56.40 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 19 |
118 | 56.40 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 19 |
127 | 56.47 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 4 |
137 | 56.50 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 11 |
139 | 56.50 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 14 |
147 | 56.54 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 22 | 8 |
148 | 56.56 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 21 | 7 |
156 | 56.59 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 7 | 10 |
158 | 56.60 | temperature | 20.0 | 10 | > th | dose independent | rect. | 24 | 5 |
161 | 56.62 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 20 |
164 | 56.64 | humidity | 50.0 | 720 | > th | dose dependent | sin | 13 | NA |
165 | 56.64 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 22 |
166 | 56.65 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 18 |
185 | 56.70 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 20 |
192 | 56.73 | wind | 3.0 | 30 | < th | dose dependent | rect. | 22 | 6 |
206 | 56.81 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
209 | 56.81 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
234 | 56.91 | humidity | 80.0 | 720 | < th | dose independent | rect. | 19 | 1 |
240 | 56.93 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
243 | 56.94 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
247 | 56.96 | wind | 9.0 | 270 | < th | dose independent | rect. | 21 | 7 |
250 | 56.97 | temperature | 10.0 | 270 | > th | dose independent | rect. | 21 | 7 |
251 | 56.97 | temperature | 30.0 | 270 | < th | dose independent | rect. | 21 | 7 |
252 | 56.97 | humidity | 50.0 | 270 | > th | dose independent | rect. | 21 | 7 |
255 | 56.97 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 21 | 7 |
256 | 56.97 | radiation | 1.0 | 270 | < th | dose independent | rect. | 21 | 7 |
261 | 56.97 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 17 |
262 | 56.97 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 22 |
263 | 56.97 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 21 | 7 |
278 | 57.04 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 22 | 5 |
284 | 57.05 | temperature | 30.0 | 30 | < th | dose independent | rect. | 6 | 16 |
287 | 57.06 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 16 | 16 |
291 | 57.07 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 17 | 6 |
298 | 57.09 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 22 | 6 |
304 | 57.11 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 18 |
305 | 57.12 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 17 |
342 | 57.22 | humidity | 70.0 | 720 | > th | dose independent | rect. | 15 | 13 |
376 | 57.30 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 19 | 6 |
381 | 57.31 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 22 | 8 |
385 | 57.32 | wind | 1.0 | 270 | < th | dose independent | rect. | 23 | 3 |
390 | 57.33 | wind | 3.0 | 270 | < th | dose dependent | rect. | 23 | 2 |
393 | 57.34 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 14 |
402 | 57.34 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 14 |
417 | 57.37 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 24 | 4 |
428 | 57.38 | wind | 3.0 | 30 | < th | dose dependent | rect. | 13 | 15 |
434 | 57.40 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 17 | 4 |
457 | 57.44 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 22 | 8 |
463 | 57.45 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 21 | 7 |
464 | 57.45 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 21 | 7 |
466 | 57.46 | wind | 7.0 | 270 | < th | dose independent | rect. | 11 | 15 |
468 | 57.47 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 4 | 17 |
471 | 57.48 | temperature | 10.0 | 270 | > th | dose independent | rect. | 22 | 5 |
472 | 57.48 | temperature | 30.0 | 270 | < th | dose independent | rect. | 22 | 5 |
473 | 57.48 | humidity | 50.0 | 270 | > th | dose independent | rect. | 22 | 5 |
476 | 57.48 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 22 | 5 |
477 | 57.48 | radiation | 1.0 | 270 | < th | dose independent | rect. | 22 | 5 |
484 | 57.48 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 19 |
487 | 57.48 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 22 | 5 |
493 | 57.49 | wind | 9.0 | 270 | < th | dose independent | rect. | 22 | 5 |
507 | 57.51 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 22 | 12 |
521 | 57.53 | wind | 3.0 | 30 | < th | dose dependent | rect. | 15 | 13 |
523 | 57.54 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 9 |
528 | 57.54 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 9 |
530 | 57.55 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 22 | 5 |
533 | 57.55 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 22 | 5 |
534 | 57.55 | wind | 9.0 | 270 | < th | dose dependent | rect. | 21 | 7 |
538 | 57.56 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 19 |
544 | 57.57 | humidity | 90.0 | 30 | > th | dose independent | sin | 8 | NA |
584 | 57.61 | wind | 1.0 | 270 | < th | dose independent | sin | 18 | NA |
585 | 57.61 | humidity | 80.0 | 30 | > th | dose independent | rect. | 22 | 8 |
595 | 57.61 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 14 | 15 |
613 | 57.64 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 19 | 4 |
620 | 57.64 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 7 | 9 |
636 | 57.66 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 17 |
665 | 57.68 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 9 | 17 |
680 | 57.71 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 23 |
682 | 57.71 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 23 |
683 | 57.72 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 14 | 4 |
684 | 57.72 | wind | 1.0 | 270 | < th | dose independent | rect. | 21 | 5 |
690 | 57.73 | wind | 9.0 | 270 | < th | dose dependent | rect. | 12 | 15 |
720 | 57.76 | humidity | 90.0 | 10 | < th | dose independent | rect. | 6 | 16 |
722 | 57.76 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 23 | 21 |
738 | 57.78 | radiation | 1.0 | 30 | < th | dose independent | rect. | 24 | 6 |
740 | 57.78 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 19 | 22 |
746 | 57.79 | temperature | 20.0 | 270 | > th | dose independent | rect. | 10 | 16 |
747 | 57.79 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 19 | 22 |
751 | 57.79 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 8 | 17 |
759 | 57.81 | humidity | 70.0 | 720 | > th | dose independent | rect. | 17 | 2 |
763 | 57.81 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 23 | 21 |
777 | 57.83 | humidity | 80.0 | 1440 | < th | dose independent | sin | 0 | NA |
778 | 57.83 | radiation | 1.0 | 30 | > th | dose independent | sin | 4 | NA |
785 | 57.84 | precipitation | 0.1 | 30 | < th | dose independent | sin | 3 | NA |
789 | 57.84 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 16 |
790 | 57.84 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 3 | 17 |
794 | 57.84 | precipitation | 0.1 | 30 | < th | dose dependent | sin | 3 | NA |
821 | 57.87 | humidity | 80.0 | 1440 | > th | dose independent | sin | 0 | NA |
843 | 57.89 | humidity | 50.0 | 10 | > th | dose independent | rect. | 6 | 16 |
849 | 57.90 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 14 | 4 |
854 | 57.90 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 3 | 17 |
856 | 57.90 | temperature | 30.0 | 30 | < th | dose independent | rect. | 6 | 18 |
883 | 57.92 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 23 | 18 |
891 | 57.93 | humidity | 90.0 | 30 | > th | dose independent | rect. | 24 | 4 |
892 | 57.93 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 12 | 7 |
894 | 57.93 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 3 | 14 |
899 | 57.93 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 23 | 18 |
920 | 57.94 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 19 | 1 |
927 | 57.95 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 2 |
949 | 57.96 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 1 | 16 |
953 | 57.96 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 21 | 20 |
962 | 57.96 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 24 | 8 |
991 | 57.98 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 15 | 2 |