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Os05g0106500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Chaperone protein dnaJ.
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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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
127.59 | 0.531 | 6.57 | -0.24 | 0.722 | -0.908 | 0.446 | 0.163 | -0.108 | 18.3 | 999.5 | 4037 | -- | -- |
127.6 | 0.526 | 6.57 | -0.246 | 0.722 | -0.926 | 0.446 | -- | -0.108 | 18.3 | 999.4 | 3991 | -- | -- |
128.08 | 0.527 | 6.57 | -0.246 | 0.724 | -0.911 | -- | 0.16 | -0.106 | 18.3 | 999.5 | 4025 | -- | -- |
128.09 | 0.527 | 6.57 | -0.249 | 0.724 | -0.924 | -- | -- | -0.106 | 18.3 | 999.4 | 4024 | -- | -- |
155.28 | 0.58 | 6.56 | -0.268 | -- | -0.945 | -- | 0.0291 | -0.118 | -- | 999.3 | 4045 | -- | -- |
137.8 | 0.55 | 6.56 | -0.298 | 0.723 | -- | 0.452 | -- | -0.0528 | 18.3 | -- | -- | -- | -- |
138.31 | 0.551 | 6.56 | -0.303 | 0.726 | -- | -- | -- | -0.0513 | 18.3 | -- | -- | -- | -- |
155.28 | 0.58 | 6.56 | -0.271 | -- | -0.951 | -- | -- | -0.122 | -- | 999.3 | 4053 | -- | -- |
129.68 | 0.53 | 6.57 | -- | 0.725 | -0.903 | -- | -- | -0.0856 | 18.3 | 999.7 | 4054 | -- | -- |
165.64 | 0.601 | 6.55 | -0.323 | -- | -- | -- | -- | -0.0668 | -- | -- | -- | -- | -- |
140.74 | 0.555 | 6.55 | -- | 0.73 | -- | -- | -- | -0.0175 | 18.3 | -- | -- | -- | -- |
157.15 | 0.584 | 6.55 | -- | -- | -0.943 | -- | -- | -0.0954 | -- | 999.5 | 4080 | -- | -- |
168.39 | 0.606 | 6.54 | -- | -- | -- | -- | -- | -0.031 | -- | -- | -- | -- | -- |
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 | 117.65 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 9 | 6 |
5 | 118.27 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 9 | 1 |
25 | 119.86 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 8 | 3 |
30 | 120.21 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 17 |
34 | 120.69 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 6 | 7 |
44 | 121.07 | humidity | 90.0 | 10 | < th | dose independent | rect. | 9 | 6 |
49 | 121.25 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 15 |
62 | 121.82 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 20 | 19 |
64 | 121.85 | wind | 5.0 | 270 | < th | dose independent | rect. | 9 | 1 |
75 | 121.95 | temperature | 20.0 | 10 | > th | dose independent | rect. | 9 | 6 |
97 | 122.51 | temperature | 10.0 | 43200 | > th | dose independent | rect. | 10 | 6 |
103 | 122.59 | wind | 9.0 | 270 | < th | dose dependent | rect. | 9 | 1 |
104 | 122.61 | temperature | 10.0 | 10 | > th | dose independent | rect. | 9 | 6 |
106 | 122.61 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 9 | 6 |
107 | 122.61 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 9 | 6 |
108 | 122.61 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 9 | 6 |
109 | 122.61 | temperature | 10.0 | 10 | > th | dose independent | rect. | 15 | 18 |
111 | 122.61 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 9 | 6 |
124 | 122.73 | wind | 7.0 | 270 | < th | dose dependent | rect. | 8 | 3 |
125 | 122.76 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 6 |
131 | 122.84 | wind | 1.0 | 10 | > th | dose independent | rect. | 9 | 6 |
133 | 122.85 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 6 |
136 | 122.85 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 16 | 18 |
143 | 122.89 | wind | 9.0 | 30 | < th | dose independent | rect. | 15 | 18 |
145 | 122.91 | wind | 5.0 | 270 | < th | dose independent | rect. | 8 | 3 |
161 | 123.13 | radiation | 1.0 | 10 | > th | dose independent | rect. | 9 | 6 |
167 | 123.16 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 20 |
173 | 123.25 | radiation | 40.0 | 90 | < th | dose independent | rect. | 14 | 18 |
184 | 123.37 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 15 | 18 |
185 | 123.37 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 15 | 18 |
217 | 123.60 | temperature | 15.0 | 270 | > th | dose independent | rect. | 9 | 1 |
220 | 123.62 | radiation | 1.0 | 270 | > th | dose independent | rect. | 9 | 1 |
221 | 123.63 | humidity | 50.0 | 10 | > th | dose independent | rect. | 9 | 6 |
229 | 123.66 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 15 | 18 |
259 | 123.84 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 7 |
273 | 123.96 | radiation | 40.0 | 10 | < th | dose independent | rect. | 12 | 21 |
317 | 124.16 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 9 | 1 |
319 | 124.16 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 9 | 1 |
325 | 124.17 | radiation | 40.0 | 10 | < th | dose independent | rect. | 4 | 16 |
334 | 124.22 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 9 | 1 |
335 | 124.22 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 9 | 1 |
337 | 124.22 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 23 |
345 | 124.26 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 15 | 18 |
359 | 124.31 | temperature | 20.0 | 270 | > th | dose independent | rect. | 6 | 7 |
365 | 124.33 | humidity | 50.0 | 270 | > th | dose independent | rect. | 9 | 1 |
388 | 124.42 | wind | 1.0 | 270 | > th | dose independent | rect. | 9 | 1 |
390 | 124.42 | wind | 1.0 | 270 | > th | dose independent | rect. | 13 | 17 |
407 | 124.51 | radiation | 40.0 | 10 | < th | dose independent | rect. | 12 | 8 |
428 | 124.66 | radiation | 40.0 | 10 | < th | dose independent | rect. | 2 | 18 |
429 | 124.67 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 15 | 18 |
448 | 124.77 | wind | 5.0 | 30 | < th | dose independent | rect. | 2 | 7 |
465 | 124.87 | wind | 1.0 | 270 | > th | dose independent | rect. | 11 | 21 |
472 | 124.92 | temperature | 15.0 | 30 | > th | dose independent | rect. | 9 | 17 |
497 | 125.05 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 9 | 17 |
498 | 125.05 | humidity | 50.0 | 10 | > th | dose independent | rect. | 15 | 18 |
500 | 125.05 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 9 | 17 |
520 | 125.12 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 7 |
521 | 125.12 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 8 | 5 |
523 | 125.12 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 7 |
540 | 125.18 | temperature | 20.0 | 270 | > th | dose independent | rect. | 8 | 3 |
541 | 125.18 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 9 |
546 | 125.20 | wind | 7.0 | 270 | < th | dose independent | rect. | 6 | 7 |
554 | 125.22 | radiation | 40.0 | 90 | < th | dose independent | rect. | 11 | 22 |
560 | 125.23 | humidity | 90.0 | 270 | < th | dose independent | rect. | 9 | 1 |
572 | 125.25 | radiation | 20.0 | 270 | < th | dose independent | rect. | 17 | 9 |
575 | 125.25 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 15 |
576 | 125.25 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 15 |
581 | 125.27 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 7 |
584 | 125.27 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 7 |
585 | 125.27 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 17 |
594 | 125.28 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 7 |
596 | 125.28 | temperature | 30.0 | 30 | < th | dose independent | rect. | 2 | 7 |
597 | 125.28 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 7 |
599 | 125.28 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 2 | 7 |
600 | 125.28 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 2 | 7 |
603 | 125.29 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 9 |
604 | 125.29 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 17 |
607 | 125.30 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 9 |
612 | 125.30 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 9 |
628 | 125.34 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 21 | 6 |
637 | 125.36 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 15 |
638 | 125.36 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 9 | 1 |
639 | 125.36 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 15 |
645 | 125.37 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 16 |
659 | 125.41 | wind | 9.0 | 270 | < th | dose independent | rect. | 10 | 23 |
691 | 125.47 | radiation | 1.0 | 270 | > th | dose independent | rect. | 8 | 3 |
712 | 125.55 | humidity | 50.0 | 90 | > th | dose independent | rect. | 15 | 17 |
733 | 125.59 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 9 | 17 |
741 | 125.60 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 17 | 9 |
749 | 125.63 | temperature | 20.0 | 270 | > th | dose independent | rect. | 18 | 19 |
782 | 125.70 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 15 |
787 | 125.72 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 7 |
788 | 125.72 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 7 |
804 | 125.75 | radiation | 40.0 | 30 | < th | dose independent | rect. | 2 | 7 |
807 | 125.76 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 7 |
813 | 125.77 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 9 | 6 |
814 | 125.77 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 2 | 7 |
816 | 125.78 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 7 |
817 | 125.78 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 7 |
834 | 125.82 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 5 | 5 |
836 | 125.82 | radiation | 40.0 | 90 | < th | dose independent | rect. | 13 | 7 |
846 | 125.84 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 9 |
869 | 125.91 | humidity | 90.0 | 270 | < th | dose independent | rect. | 8 | 3 |
873 | 125.92 | temperature | 20.0 | 270 | > th | dose independent | rect. | 8 | 14 |
874 | 125.92 | humidity | 50.0 | 10 | > th | dose independent | rect. | 9 | 17 |
884 | 125.94 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 3 |
889 | 125.94 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 3 |
894 | 125.97 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 8 | 3 |
895 | 125.97 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 8 | 3 |
896 | 125.97 | temperature | 10.0 | 270 | > th | dose independent | rect. | 11 | 21 |
899 | 125.98 | temperature | 15.0 | 90 | > th | dose independent | rect. | 20 | 17 |
919 | 126.03 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 7 |
920 | 126.03 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 15 |
936 | 126.05 | radiation | 40.0 | 10 | < th | dose independent | rect. | 24 | 20 |
942 | 126.06 | temperature | 15.0 | 10 | > th | dose independent | rect. | 20 | 19 |
947 | 126.08 | humidity | 50.0 | 270 | > th | dose independent | rect. | 8 | 3 |
949 | 126.08 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 1 | 14 |
972 | 126.13 | temperature | 15.0 | 270 | > th | dose independent | rect. | 16 | 23 |
999 | 126.19 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 9 | 17 |