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Os02g0323000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Felis catus multi-drug resistance related (Fragment).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
130.02 | 0.536 | 8.06 | -0.458 | 1.26 | -0.0129 | -0.147 | 2.67 | 0.0226 | 6.66 | 24.8 | 1369 | -- | -- |
135.46 | 0.546 | 7.98 | 0.354 | 1.2 | 0.41 | -0.305 | -- | 0.202 | 6.85 | 30.88 | 1766 | -- | -- |
129.48 | 0.53 | 8.05 | -0.389 | 1.27 | 0.0176 | -- | 2.14 | 0.0445 | 6.62 | 23.9 | 1398 | -- | -- |
135.7 | 0.546 | 7.98 | 0.348 | 1.2 | 0.404 | -- | -- | 0.204 | 6.87 | 30.84 | 1759 | -- | -- |
188.15 | 0.639 | 7.91 | 0.165 | -- | 0.603 | -- | 1.6 | 0.605 | -- | 26.18 | 400 | -- | -- |
139.49 | 0.554 | 7.98 | 0.316 | 1.25 | -- | -0.217 | -- | 0.23 | 6.68 | -- | -- | -- | -- |
139.61 | 0.553 | 7.98 | 0.313 | 1.25 | -- | -- | -- | 0.231 | 6.68 | -- | -- | -- | -- |
176.27 | 0.618 | 7.95 | 0.594 | -- | 0.86 | -- | -- | 0.51 | -- | 26 | 410 | -- | -- |
138.87 | 0.552 | 7.99 | -- | 1.21 | 0.37 | -- | -- | 0.168 | 6.83 | 30.84 | 1759 | -- | -- |
221.54 | 0.695 | 8 | 0.342 | -- | -- | -- | -- | 0.256 | -- | -- | -- | -- | -- |
142.19 | 0.558 | 7.99 | -- | 1.26 | -- | -- | -- | 0.196 | 6.67 | -- | -- | -- | -- |
184.81 | 0.633 | 7.95 | -- | -- | 0.835 | -- | -- | 0.473 | -- | 26.1 | 410 | -- | -- |
224.62 | 0.7 | 8.01 | -- | -- | -- | -- | -- | 0.218 | -- | -- | -- | -- | -- |
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 | 126.56 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 17 | 1 |
2 | 126.60 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 23 | 1 |
5 | 126.72 | wind | 9.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
6 | 126.72 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
9 | 126.72 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
13 | 126.72 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
23 | 126.72 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
24 | 126.72 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
44 | 126.72 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 24 | 23 |
47 | 126.72 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 23 | 1 |
52 | 126.76 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
53 | 126.77 | humidity | 80.0 | 30 | > th | dose independent | rect. | 22 | 1 |
55 | 126.78 | temperature | 25.0 | 30 | > th | dose independent | rect. | 22 | 1 |
56 | 126.81 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 22 | 1 |
57 | 126.85 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 15 | 3 |
60 | 126.87 | wind | 3.0 | 30 | < th | dose independent | rect. | 22 | 1 |
61 | 126.88 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 13 | 5 |
63 | 126.95 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 17 | 1 |
64 | 127.00 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
71 | 127.10 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 22 | 1 |
72 | 127.10 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 22 | 1 |
73 | 127.11 | humidity | 60.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
74 | 127.12 | wind | 5.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
79 | 127.14 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 23 | 1 |
80 | 127.16 | wind | 7.0 | 30 | < th | dose independent | rect. | 22 | 1 |
82 | 127.16 | temperature | 10.0 | 30 | > th | dose independent | rect. | 22 | 1 |
84 | 127.16 | temperature | 30.0 | 30 | < th | dose independent | rect. | 22 | 1 |
85 | 127.16 | humidity | 50.0 | 30 | > th | dose independent | rect. | 22 | 1 |
89 | 127.16 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 22 | 1 |
91 | 127.16 | radiation | 1.0 | 30 | < th | dose independent | rect. | 22 | 1 |
96 | 127.16 | temperature | 10.0 | 30 | > th | dose independent | rect. | 23 | 23 |
97 | 127.16 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
102 | 127.17 | humidity | 90.0 | 30 | < th | dose independent | rect. | 22 | 1 |
104 | 127.18 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 17 | 1 |
105 | 127.21 | wind | 1.0 | 30 | > th | dose independent | rect. | 22 | 1 |
106 | 127.25 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 15 | 3 |
107 | 127.25 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 13 | 5 |
117 | 127.64 | wind | 1.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
118 | 127.65 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 12 | 18 |
119 | 127.68 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 4 | 20 |
121 | 127.70 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 11 | 4 |
122 | 127.70 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 2 | 23 |
124 | 127.72 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 23 | 16 |
153 | 127.75 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 2 | 13 |
159 | 127.75 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 12 | 18 |
175 | 127.85 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 6 | 9 |
176 | 127.86 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 21 | 2 |
179 | 127.89 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
181 | 127.90 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 18 | 21 |
193 | 127.91 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 16 | 21 |
228 | 127.99 | radiation | 1.0 | 4320 | > th | dose independent | sin | 16 | NA |
242 | 128.01 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
247 | 128.05 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 23 |
273 | 128.08 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 18 | 1 |
275 | 128.08 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 18 | 4 |
277 | 128.09 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 17 | 1 |
278 | 128.09 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
300 | 128.14 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 12 | 18 |
302 | 128.15 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 20 | 2 |
308 | 128.16 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 4 | 1 |
312 | 128.19 | radiation | 1.0 | 4320 | < th | dose independent | sin | 16 | NA |
313 | 128.19 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 9 | 5 |
314 | 128.19 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 5 |
317 | 128.20 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 17 | 2 |
342 | 128.21 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 13 | 7 |
353 | 128.23 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 5 |
362 | 128.24 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 10 | 22 |
393 | 128.29 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 20 | 2 |
394 | 128.29 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 16 | 3 |
417 | 128.30 | wind | 1.0 | 14400 | < th | dose dependent | no | NA | NA |
419 | 128.30 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 12 | 23 |
428 | 128.31 | radiation | 1.0 | 4320 | < th | dose dependent | sin | 16 | NA |
432 | 128.31 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 19 | 23 |
459 | 128.37 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 13 | 6 |
511 | 128.40 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 21 | 23 |
513 | 128.41 | radiation | 1.0 | 43200 | < th | dose independent | sin | 16 | NA |
524 | 128.41 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 19 |
525 | 128.41 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 21 |
542 | 128.43 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 19 |
543 | 128.43 | atmosphere | 1010.0 | 14400 | > th | dose dependent | rect. | 11 | 1 |
548 | 128.44 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 4 | 1 |
551 | 128.44 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 21 |
567 | 128.46 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 13 | 6 |
601 | 128.48 | wind | 1.0 | 14400 | < th | dose dependent | sin | 13 | NA |
606 | 128.49 | radiation | 1.0 | 43200 | > th | dose independent | sin | 16 | NA |
642 | 128.52 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
643 | 128.52 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
648 | 128.53 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
649 | 128.53 | wind | 1.0 | 14400 | > th | dose independent | rect. | 17 | 20 |
651 | 128.53 | wind | 1.0 | 14400 | > th | dose independent | rect. | 15 | 22 |
653 | 128.53 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 1 |
676 | 128.57 | wind | 1.0 | 14400 | > th | dose independent | rect. | 19 | 21 |
690 | 128.59 | wind | 1.0 | 14400 | > th | dose independent | rect. | 19 | 19 |
702 | 128.60 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
715 | 128.61 | wind | 1.0 | 14400 | > th | dose independent | rect. | 19 | 23 |
723 | 128.62 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 16 | 3 |
727 | 128.62 | wind | 1.0 | 14400 | < th | dose independent | rect. | 7 | 22 |
747 | 128.63 | wind | 1.0 | 14400 | > th | dose independent | rect. | 10 | 23 |
759 | 128.64 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 23 |
774 | 128.66 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 17 | 1 |
788 | 128.66 | wind | 1.0 | 14400 | < th | dose independent | rect. | 17 | 20 |
790 | 128.66 | wind | 1.0 | 14400 | > th | dose independent | rect. | 6 | 23 |
808 | 128.68 | wind | 1.0 | 14400 | < th | dose independent | rect. | 15 | 22 |
902 | 128.75 | wind | 9.0 | 30 | < th | dose independent | rect. | 23 | 23 |
914 | 128.76 | wind | 1.0 | 14400 | < th | dose independent | rect. | 19 | 19 |
922 | 128.77 | wind | 1.0 | 14400 | > th | dose independent | no | NA | NA |
938 | 128.78 | atmosphere | 1010.0 | 14400 | > th | dose dependent | sin | 2 | NA |
973 | 128.81 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 1 |
979 | 128.81 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 1 |