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Os02g0756600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Phi-1 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
189.57 | 0.641 | 3.02 | 0.0653 | 0.199 | -0.145 | 2.01 | 1.99 | 0.264 | 15.2 | 10 | 10 | -- | -- |
195.77 | 0.657 | 3.04 | -0.00837 | 0.182 | -0.273 | 1.69 | -- | 0.242 | 19.5 | 9.853 | 2 | -- | -- |
196.92 | 0.659 | 3.03 | 0.0321 | 0.199 | -0.251 | -- | 1.03 | 0.262 | 18.3 | 10 | 10 | -- | -- |
203.49 | 0.669 | 3.04 | -0.0476 | 0.187 | -0.245 | -- | -- | 0.244 | 18.1 | 9.853 | 2 | -- | -- |
198.39 | 0.66 | 3.03 | 0.026 | -- | -0.239 | -- | 1.02 | 0.258 | -- | 9.773 | 10 | -- | -- |
202.62 | 0.667 | 3.04 | -0.0411 | 0.103 | -- | 1.78 | -- | 0.219 | 18.9 | -- | -- | -- | -- |
205.76 | 0.672 | 3.04 | -0.0626 | 0.31 | -- | -- | -- | 0.229 | 14.5 | -- | -- | -- | -- |
205.29 | 0.67 | 3.03 | -0.0532 | -- | -0.241 | -- | -- | 0.239 | -- | 9.853 | 2 | -- | -- |
203.55 | 0.668 | 3.04 | -- | 0.187 | -0.247 | -- | -- | 0.249 | 18.2 | 9.853 | 2 | -- | -- |
211.44 | 0.679 | 3.04 | -0.0758 | -- | -- | -- | -- | 0.221 | -- | -- | -- | -- | -- |
205.86 | 0.671 | 3.03 | -- | 0.312 | -- | -- | -- | 0.236 | 14.5 | -- | -- | -- | -- |
205.37 | 0.67 | 3.03 | -- | -- | -0.243 | -- | -- | 0.245 | -- | 9.853 | 2 | -- | -- |
211.59 | 0.679 | 3.04 | -- | -- | -- | -- | -- | 0.23 | -- | -- | -- | -- | -- |
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 | 182.32 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 5 | 3 |
2 | 182.83 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 4 | 5 |
15 | 186.30 | radiation | 10.0 | 10 | < th | dose independent | sin | 6 | NA |
21 | 186.56 | temperature | 30.0 | 720 | < th | dose independent | rect. | 15 | 15 |
25 | 186.80 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 4 |
29 | 186.97 | temperature | 20.0 | 270 | < th | dose independent | rect. | 5 | 3 |
30 | 187.04 | temperature | 25.0 | 10 | < th | dose independent | rect. | 6 | 4 |
39 | 187.28 | radiation | 10.0 | 90 | < th | dose independent | sin | 7 | NA |
42 | 187.31 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 18 | 14 |
52 | 187.46 | temperature | 25.0 | 90 | < th | dose independent | rect. | 7 | 4 |
63 | 187.65 | radiation | 10.0 | 10 | < th | dose independent | rect. | 18 | 21 |
76 | 188.09 | radiation | 10.0 | 10 | < th | dose independent | rect. | 24 | 15 |
78 | 188.14 | radiation | 10.0 | 10 | < th | dose independent | rect. | 18 | 23 |
79 | 188.15 | radiation | 10.0 | 10 | < th | dose independent | rect. | 16 | 23 |
81 | 188.18 | temperature | 30.0 | 720 | < th | dose independent | rect. | 2 | 18 |
86 | 188.28 | temperature | 30.0 | 720 | > th | dose independent | rect. | 12 | 1 |
88 | 188.29 | temperature | 25.0 | 270 | < th | dose independent | rect. | 7 | 1 |
90 | 188.36 | temperature | 30.0 | 720 | < th | dose independent | rect. | 8 | 22 |
95 | 188.62 | radiation | 10.0 | 90 | < th | dose independent | rect. | 17 | 21 |
99 | 188.75 | radiation | 10.0 | 90 | < th | dose independent | rect. | 23 | 15 |
123 | 189.18 | temperature | 30.0 | 720 | < th | dose independent | sin | 14 | NA |
125 | 189.19 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 23 | 1 |
131 | 189.32 | radiation | 10.0 | 10 | < th | dose independent | rect. | 21 | 23 |
135 | 189.43 | radiation | 10.0 | 90 | < th | dose independent | rect. | 21 | 17 |
142 | 189.56 | radiation | 10.0 | 10 | < th | dose independent | rect. | 9 | 23 |
143 | 189.56 | radiation | 10.0 | 10 | < th | dose independent | rect. | 11 | 23 |
144 | 189.57 | radiation | 10.0 | 10 | < th | dose independent | no | NA | NA |
152 | 189.64 | radiation | 10.0 | 10 | < th | dose independent | rect. | 24 | 17 |
156 | 189.66 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 7 | 4 |
160 | 189.69 | radiation | 10.0 | 10 | < th | dose independent | rect. | 13 | 23 |
167 | 189.79 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 7 | 6 |
178 | 189.94 | radiation | 10.0 | 10 | < th | dose dependent | sin | 5 | NA |
181 | 189.98 | radiation | 10.0 | 10 | < th | dose independent | rect. | 21 | 18 |
190 | 190.08 | humidity | 50.0 | 720 | < th | dose independent | rect. | 13 | 1 |
191 | 190.08 | radiation | 10.0 | 10 | < th | dose independent | rect. | 21 | 20 |
215 | 190.27 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 24 | 1 |
223 | 190.37 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 7 | 1 |
226 | 190.41 | radiation | 10.0 | 10 | < th | dose independent | rect. | 24 | 10 |
234 | 190.47 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 6 | 3 |
250 | 190.58 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 18 | 21 |
252 | 190.59 | radiation | 10.0 | 10 | < th | dose independent | rect. | 2 | 13 |
253 | 190.59 | radiation | 10.0 | 10 | < th | dose independent | rect. | 5 | 23 |
258 | 190.60 | radiation | 10.0 | 90 | < th | dose independent | rect. | 8 | 23 |
266 | 190.64 | radiation | 10.0 | 90 | < th | dose independent | rect. | 21 | 23 |
273 | 190.72 | temperature | 30.0 | 720 | < th | dose independent | rect. | 11 | 17 |
283 | 190.76 | radiation | 10.0 | 10 | < th | dose independent | rect. | 23 | 23 |
296 | 190.84 | humidity | 80.0 | 270 | > th | dose independent | rect. | 7 | 1 |
306 | 190.93 | temperature | 30.0 | 720 | < th | dose independent | rect. | 13 | 16 |
309 | 190.94 | radiation | 10.0 | 10 | < th | dose independent | rect. | 3 | 23 |
323 | 191.04 | temperature | 25.0 | 30 | > th | dose independent | rect. | 23 | 1 |
337 | 191.12 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 5 | 5 |
349 | 191.20 | radiation | 10.0 | 90 | < th | dose independent | no | NA | NA |
360 | 191.23 | radiation | 10.0 | 10 | < th | dose independent | rect. | 1 | 23 |
370 | 191.29 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 21 | 10 |
383 | 191.33 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 11 | 20 |
392 | 191.38 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 16 | 23 |
394 | 191.40 | wind | 5.0 | 30 | > th | dose independent | rect. | 12 | 1 |
442 | 191.63 | temperature | 30.0 | 720 | < th | dose independent | rect. | 8 | 6 |
453 | 191.66 | temperature | 30.0 | 720 | < th | dose independent | rect. | 5 | 15 |
454 | 191.67 | radiation | 1.0 | 270 | < th | dose independent | rect. | 5 | 5 |
462 | 191.69 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 24 | 15 |
463 | 191.69 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 11 | 20 |
475 | 191.72 | temperature | 30.0 | 720 | < th | dose independent | rect. | 5 | 23 |
478 | 191.73 | temperature | 30.0 | 10 | < th | dose independent | rect. | 11 | 20 |
480 | 191.75 | humidity | 80.0 | 270 | > th | dose independent | rect. | 5 | 4 |
522 | 191.86 | humidity | 60.0 | 10 | > th | dose independent | rect. | 7 | 4 |
524 | 191.86 | wind | 3.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
531 | 191.87 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 13 | 18 |
535 | 191.89 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 18 | 3 |
537 | 191.89 | humidity | 80.0 | 10 | > th | dose independent | rect. | 24 | 7 |
545 | 191.91 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 18 | 23 |
547 | 191.93 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 1 |
564 | 191.98 | radiation | 1.0 | 270 | < th | dose independent | rect. | 6 | 3 |
569 | 191.99 | temperature | 30.0 | 720 | < th | dose independent | sin | 1 | NA |
592 | 192.04 | humidity | 60.0 | 30 | > th | dose independent | rect. | 7 | 6 |
600 | 192.06 | wind | 5.0 | 30 | < th | dose independent | rect. | 7 | 4 |
616 | 192.13 | radiation | 10.0 | 10 | < th | dose independent | rect. | 18 | 14 |
618 | 192.13 | radiation | 10.0 | 90 | < th | dose independent | rect. | 5 | 23 |
619 | 192.13 | temperature | 25.0 | 270 | < th | dose dependent | sin | 6 | NA |
632 | 192.16 | wind | 9.0 | 30 | < th | dose dependent | rect. | 11 | 20 |
636 | 192.18 | wind | 1.0 | 270 | > th | dose independent | rect. | 5 | 4 |
668 | 192.26 | radiation | 10.0 | 90 | < th | dose independent | rect. | 23 | 23 |
673 | 192.28 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 12 | 1 |
675 | 192.28 | wind | 1.0 | 10 | > th | dose independent | rect. | 7 | 11 |
689 | 192.29 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 5 | 10 |
705 | 192.33 | wind | 1.0 | 10 | > th | dose independent | rect. | 7 | 4 |
721 | 192.36 | humidity | 50.0 | 10 | > th | dose independent | rect. | 7 | 17 |
743 | 192.42 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 11 | 20 |
758 | 192.45 | wind | 9.0 | 10 | < th | dose independent | rect. | 11 | 20 |
762 | 192.46 | wind | 3.0 | 30 | < th | dose independent | rect. | 15 | 16 |
765 | 192.46 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 7 | 8 |
770 | 192.47 | humidity | 50.0 | 270 | > th | dose independent | rect. | 9 | 20 |
776 | 192.50 | radiation | 40.0 | 30 | < th | dose independent | rect. | 7 | 4 |
777 | 192.50 | temperature | 15.0 | 270 | > th | dose independent | rect. | 9 | 10 |
791 | 192.52 | radiation | 10.0 | 270 | < th | dose independent | rect. | 21 | 12 |
806 | 192.55 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
816 | 192.57 | wind | 5.0 | 270 | < th | dose independent | rect. | 7 | 1 |
820 | 192.58 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 13 | 18 |
836 | 192.61 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 7 | 17 |
844 | 192.62 | wind | 3.0 | 30 | < th | dose independent | rect. | 21 | 10 |
848 | 192.63 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 2 | 18 |
849 | 192.63 | humidity | 60.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
850 | 192.63 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 22 | 4 |
857 | 192.64 | wind | 3.0 | 30 | < th | dose independent | rect. | 11 | 20 |
884 | 192.69 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 21 | 23 |
899 | 192.71 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 7 | 4 |
903 | 192.73 | temperature | 30.0 | 720 | < th | dose independent | rect. | 8 | 9 |
918 | 192.75 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 8 | 22 |
928 | 192.78 | humidity | 50.0 | 30 | > th | dose independent | rect. | 13 | 18 |
929 | 192.78 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 23 |
932 | 192.78 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 23 |
939 | 192.79 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 9 | 23 |
944 | 192.80 | radiation | 10.0 | 10 | < th | dose dependent | no | NA | NA |
959 | 192.82 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 11 | 23 |
965 | 192.83 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 24 | 7 |
967 | 192.83 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 7 | 11 |
974 | 192.84 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 9 | 20 |
993 | 192.86 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 13 | 23 |
995 | 192.87 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 1 |
998 | 192.87 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 1 |
1000 | 192.87 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 1 |