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Os06g0556200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Amino acid permease I (Amino acid transporter) (F19C14.3 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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
65.77 | 0.381 | 2.79 | -0.0868 | 0.0364 | -0.441 | -0.214 | 1.11 | 0.0985 | 3.24 | 0.4878 | 5708 | -- | -- |
66.97 | 0.381 | 2.78 | -0.139 | 0.0321 | -0.377 | -0.23 | -- | 0.103 | 3.17 | 0.5 | 5760 | -- | -- |
65.9 | 0.378 | 2.79 | -0.0805 | 0.0364 | -0.427 | -- | 1.1 | 0.0996 | 2.81 | 0.3983 | 5760 | -- | -- |
67.09 | 0.381 | 2.78 | -0.15 | 0.0267 | -0.365 | -- | -- | 0.0857 | 2.72 | 0.4344 | 5760 | -- | -- |
65.98 | 0.378 | 2.79 | -0.0791 | -- | -0.423 | -- | 1.08 | 0.0997 | -- | 0.379 | 5760 | -- | -- |
69.08 | 0.39 | 2.79 | -0.102 | 0.0221 | -- | -0.163 | -- | 0.0425 | 3.36 | -- | -- | -- | -- |
69.16 | 0.389 | 2.79 | -0.099 | 0.0212 | -- | -- | -- | 0.0435 | 2.98 | -- | -- | -- | -- |
67.13 | 0.382 | 2.78 | -0.15 | -- | -0.365 | -- | -- | 0.0866 | -- | 0.4332 | 5760 | -- | -- |
67.66 | 0.383 | 2.78 | -- | 0.025 | -0.321 | -- | -- | 0.0987 | 2.64 | 0.4518 | 5910 | -- | -- |
69.19 | 0.389 | 2.79 | -0.0981 | -- | -- | -- | -- | 0.0441 | -- | -- | -- | -- | -- |
69.42 | 0.39 | 2.79 | -- | 0.0192 | -- | -- | -- | 0.0545 | 2.95 | -- | -- | -- | -- |
67.69 | 0.383 | 2.78 | -- | -- | -0.321 | -- | -- | 0.0989 | -- | 0.4533 | 5890 | -- | -- |
69.44 | 0.389 | 2.79 | -- | -- | -- | -- | -- | 0.0549 | -- | -- | -- | -- | -- |
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 | 57.93 | humidity | 80.0 | 30 | < th | dose independent | rect. | 1 | 1 |
11 | 57.93 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 1 | 1 |
36 | 61.10 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 1 | 1 |
39 | 61.86 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 1 | 2 |
48 | 63.07 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 1 | 2 |
57 | 63.45 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
64 | 63.88 | temperature | 20.0 | 90 | < th | dose independent | rect. | 24 | 1 |
81 | 64.09 | wind | 3.0 | 10 | < th | dose independent | rect. | 1 | 2 |
98 | 64.67 | wind | 1.0 | 10 | > th | dose independent | rect. | 2 | 1 |
110 | 65.17 | wind | 9.0 | 10 | < th | dose independent | rect. | 21 | 23 |
111 | 65.19 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 21 | 1 |
114 | 65.20 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 21 | 23 |
116 | 65.21 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
119 | 65.21 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
123 | 65.21 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
129 | 65.21 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
130 | 65.21 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
151 | 65.21 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 22 | 23 |
170 | 65.22 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
171 | 65.23 | wind | 3.0 | 30 | > th | dose independent | rect. | 20 | 1 |
172 | 65.23 | temperature | 25.0 | 30 | > th | dose independent | rect. | 20 | 1 |
173 | 65.23 | humidity | 80.0 | 30 | > th | dose independent | rect. | 20 | 1 |
174 | 65.23 | humidity | 90.0 | 30 | < th | dose independent | rect. | 20 | 1 |
175 | 65.23 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 20 | 1 |
176 | 65.23 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
179 | 65.24 | wind | 5.0 | 30 | < th | dose independent | rect. | 20 | 1 |
182 | 65.24 | wind | 1.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
183 | 65.24 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
189 | 65.25 | temperature | 10.0 | 30 | > th | dose independent | rect. | 20 | 1 |
191 | 65.25 | temperature | 30.0 | 30 | < th | dose independent | rect. | 20 | 1 |
192 | 65.25 | humidity | 50.0 | 30 | > th | dose independent | rect. | 20 | 1 |
195 | 65.25 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 20 | 1 |
197 | 65.25 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 20 | 1 |
199 | 65.25 | radiation | 1.0 | 30 | < th | dose independent | rect. | 20 | 1 |
204 | 65.25 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 20 | 1 |
205 | 65.25 | temperature | 10.0 | 30 | > th | dose independent | rect. | 21 | 23 |
206 | 65.25 | wind | 7.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
208 | 65.25 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
211 | 65.25 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
216 | 65.25 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 20 | 1 |
217 | 65.25 | wind | 7.0 | 10 | < th | dose dependent | rect. | 1 | 2 |
219 | 65.26 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
222 | 65.27 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
234 | 65.30 | wind | 1.0 | 90 | > th | dose independent | rect. | 1 | 2 |
235 | 65.30 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
237 | 65.31 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 21 | 23 |
242 | 65.31 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 21 | 23 |
248 | 65.34 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 22 |
251 | 65.35 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 1 | 2 |
254 | 65.35 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 1 | 2 |
284 | 65.37 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 22 |
289 | 65.39 | temperature | 10.0 | 30 | > th | dose independent | rect. | 1 | 2 |
292 | 65.39 | humidity | 50.0 | 30 | > th | dose independent | rect. | 1 | 2 |
296 | 65.39 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 1 | 2 |
298 | 65.39 | radiation | 1.0 | 30 | < th | dose independent | rect. | 1 | 2 |
303 | 65.39 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 22 |
304 | 65.39 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 1 | 2 |
310 | 65.40 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 22 |
314 | 65.40 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 22 |
356 | 65.51 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 2 |
357 | 65.52 | wind | 9.0 | 1440 | < th | dose independent | rect. | 2 | 2 |
358 | 65.52 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 2 |
361 | 65.52 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 2 | 2 |
365 | 65.52 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 2 | 2 |
374 | 65.52 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 2 | 2 |
375 | 65.52 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 2 | 2 |
396 | 65.52 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 22 |
401 | 65.52 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 2 | 2 |
540 | 65.87 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
545 | 65.90 | humidity | 50.0 | 30 | > th | dose independent | rect. | 3 | 22 |
567 | 66.06 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 1 | 2 |
574 | 66.12 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
615 | 66.17 | wind | 1.0 | 10 | > th | dose independent | rect. | 21 | 23 |
617 | 66.17 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 21 | 12 |
641 | 66.21 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 22 |
661 | 66.25 | wind | 1.0 | 30 | > th | dose independent | rect. | 3 | 22 |
675 | 66.30 | humidity | 50.0 | 30 | > th | dose independent | rect. | 21 | 23 |
687 | 66.33 | humidity | 60.0 | 720 | > th | dose independent | rect. | 2 | 7 |
697 | 66.36 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 8 | 1 |
698 | 66.36 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 5 | 3 |
700 | 66.36 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 8 | 1 |
704 | 66.37 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 8 | 1 |
705 | 66.37 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 8 | 1 |
712 | 66.39 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 21 | 1 |
716 | 66.39 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 21 | 1 |
719 | 66.41 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 11 | 1 |
721 | 66.41 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 7 | 6 |
722 | 66.41 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 11 | 1 |
723 | 66.41 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 7 | 6 |
726 | 66.42 | wind | 9.0 | 90 | < th | dose independent | rect. | 3 | 16 |
731 | 66.43 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 20 | 7 |
732 | 66.43 | wind | 7.0 | 90 | < th | dose independent | rect. | 19 | 8 |
733 | 66.43 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 16 |
737 | 66.44 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 11 | 1 |
740 | 66.44 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 19 | 1 |
741 | 66.44 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 11 | 1 |
747 | 66.45 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 1 | 1 |
748 | 66.45 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
753 | 66.45 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 7 | 5 |
754 | 66.45 | wind | 7.0 | 720 | < th | dose independent | rect. | 2 | 7 |
762 | 66.45 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 7 | 5 |
764 | 66.46 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 21 | 1 |
773 | 66.46 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 21 | 1 |
817 | 66.47 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 21 | 3 |
820 | 66.47 | temperature | 10.0 | 720 | > th | dose independent | rect. | 2 | 7 |
822 | 66.47 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 2 | 7 |
824 | 66.47 | temperature | 10.0 | 720 | > th | dose independent | rect. | 9 | 17 |
846 | 66.47 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 21 | 3 |
847 | 66.47 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 3 | 22 |
853 | 66.48 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 4 | 8 |
854 | 66.48 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 9 | 17 |
861 | 66.48 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 9 | 17 |
862 | 66.49 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 23 | 1 |
876 | 66.50 | temperature | 10.0 | 720 | > th | dose independent | rect. | 14 | 7 |
878 | 66.50 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 1 | 9 |
879 | 66.50 | temperature | 10.0 | 720 | > th | dose independent | rect. | 21 | 17 |
880 | 66.50 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 21 | 17 |
892 | 66.51 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 1 | 7 |
893 | 66.51 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 14 | 7 |
895 | 66.51 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 22 | 12 |
901 | 66.51 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 14 | 7 |
902 | 66.52 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
915 | 66.52 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 21 | 3 |
916 | 66.52 | temperature | 10.0 | 90 | > th | dose independent | rect. | 19 | 8 |
917 | 66.52 | temperature | 30.0 | 90 | < th | dose independent | rect. | 19 | 8 |
918 | 66.52 | humidity | 50.0 | 90 | > th | dose independent | rect. | 19 | 8 |
921 | 66.52 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 19 | 8 |
922 | 66.52 | radiation | 1.0 | 90 | < th | dose independent | rect. | 19 | 8 |
927 | 66.52 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 23 | 9 |
932 | 66.52 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 16 |
933 | 66.52 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 3 | 16 |
944 | 66.52 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 21 | 3 |
946 | 66.52 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 19 | 8 |
959 | 66.53 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 19 | 8 |
968 | 66.53 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 19 | 8 |
969 | 66.54 | wind | 1.0 | 4320 | < th | dose independent | rect. | 19 | 1 |
973 | 66.54 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 22 | 4 |
981 | 66.54 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 19 | 13 |
987 | 66.54 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 16 |
995 | 66.54 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 16 |
997 | 66.55 | atmosphere | 995.0 | 14400 | < th | dose independent | rect. | 1 | 1 |