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Os03g0639300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 dependent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
83.24 | 0.429 | 10.5 | -0.578 | 2.4 | -2.75 | -1.87 | -0.142 | -0.157 | 7.55 | 0.6079 | 14 | 2.37 | -- |
80.96 | 0.422 | 10.5 | -0.559 | 2.3 | -2.8 | -1.72 | -- | -0.168 | 7.5 | 0.6079 | 14 | 2.37 | -- |
88.54 | 0.442 | 10.5 | -0.6 | 2.3 | -2.81 | -- | 0.396 | -0.166 | 7.5 | 0.6079 | 14 | 2.37 | -- |
89.18 | 0.443 | 10.5 | -0.599 | 2.3 | -2.79 | -- | -- | -0.165 | 7.52 | 0.6079 | 14 | 2.37 | -- |
220.05 | 0.695 | 10.6 | -0.561 | -- | -3.11 | -- | 0.694 | -0.167 | -- | 3.293 | 6 | 6.26 | -- |
221.74 | 0.698 | 10.5 | -0.466 | 3.59 | -- | -1 | -- | -0.0887 | 10.5 | -- | -- | -- | -- |
225.87 | 0.704 | 10.5 | -0.505 | 3.6 | -- | -- | -- | -0.0912 | 10.5 | -- | -- | -- | -- |
221.25 | 0.696 | 10.6 | -0.528 | -- | -3.15 | -- | -- | -0.175 | -- | 5.224 | 5 | 6.42 | -- |
98.63 | 0.465 | 10.5 | -- | 2.3 | -2.76 | -- | -- | -0.0976 | 7.59 | 0.6079 | 14 | 2.37 | -- |
1020 | 1.49 | 10.6 | -0.57 | -- | -- | -- | -- | -0.107 | -- | -- | -- | -- | -- |
232.6 | 0.713 | 10.5 | -- | 3.6 | -- | -- | -- | -0.0349 | 10.6 | -- | -- | -- | -- |
228.41 | 0.706 | 10.6 | -- | -- | -3.15 | -- | -- | -0.116 | -- | 5.23 | 4 | 6.37 | -- |
1028.57 | 1.5 | 10.6 | -- | -- | -- | -- | -- | -0.044 | -- | -- | -- | -- | -- |
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 | 82.81 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 23 | 6 |
4 | 84.66 | radiation | 1.0 | 10 | < th | dose dependent | sin | 8 | NA |
6 | 85.83 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 23 | 5 |
17 | 93.14 | radiation | 1.0 | 10 | < th | dose independent | sin | 9 | NA |
22 | 95.96 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 5 | 5 |
25 | 97.67 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 23 | 2 |
26 | 97.87 | radiation | 1.0 | 10 | > th | dose independent | sin | 9 | NA |
31 | 98.31 | wind | 9.0 | 10 | < th | dose dependent | rect. | 22 | 7 |
40 | 100.24 | wind | 9.0 | 10 | < th | dose dependent | rect. | 5 | 4 |
43 | 100.66 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 22 |
44 | 100.66 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 22 |
49 | 101.43 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 22 | 7 |
52 | 102.19 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 2 |
53 | 102.19 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 2 |
57 | 102.54 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 2 |
58 | 102.54 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 2 |
60 | 102.54 | temperature | 30.0 | 270 | < th | dose independent | rect. | 4 | 2 |
61 | 102.54 | humidity | 50.0 | 270 | > th | dose independent | rect. | 4 | 2 |
64 | 102.54 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 2 |
65 | 102.54 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 4 | 2 |
66 | 102.54 | radiation | 20.0 | 270 | < th | dose independent | rect. | 4 | 2 |
69 | 102.54 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 22 |
71 | 102.63 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 4 | 2 |
74 | 102.88 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 5 | 4 |
76 | 102.97 | wind | 9.0 | 10 | < th | dose independent | rect. | 22 | 7 |
77 | 102.97 | temperature | 10.0 | 10 | > th | dose independent | rect. | 22 | 7 |
78 | 102.97 | temperature | 30.0 | 10 | < th | dose independent | rect. | 22 | 7 |
79 | 102.97 | humidity | 50.0 | 10 | > th | dose independent | rect. | 22 | 7 |
82 | 102.97 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 22 | 7 |
83 | 102.97 | radiation | 1.0 | 10 | < th | dose independent | rect. | 22 | 7 |
88 | 102.97 | temperature | 10.0 | 10 | > th | dose independent | rect. | 5 | 17 |
90 | 102.97 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 5 | 17 |
91 | 102.97 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 22 | 7 |
102 | 103.38 | radiation | 40.0 | 10 | < th | dose independent | rect. | 5 | 4 |
103 | 103.46 | wind | 9.0 | 270 | < th | dose dependent | rect. | 4 | 2 |
107 | 103.66 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 4 | 2 |
109 | 103.77 | temperature | 20.0 | 90 | > th | dose independent | rect. | 23 | 5 |
111 | 103.97 | wind | 7.0 | 10 | < th | dose independent | rect. | 5 | 4 |
113 | 103.97 | temperature | 10.0 | 10 | > th | dose independent | rect. | 5 | 4 |
115 | 103.97 | temperature | 30.0 | 10 | < th | dose independent | rect. | 5 | 4 |
116 | 103.97 | humidity | 50.0 | 10 | > th | dose independent | rect. | 5 | 4 |
118 | 103.97 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 5 | 4 |
119 | 103.97 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 5 | 4 |
120 | 103.97 | temperature | 10.0 | 10 | > th | dose independent | rect. | 9 | 20 |
121 | 104.05 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 5 | 4 |
122 | 104.05 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 5 | 4 |
128 | 104.20 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 5 | 17 |
129 | 104.20 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 5 | 17 |
130 | 104.24 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 22 | 7 |
140 | 105.10 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 9 | 20 |
141 | 105.10 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 9 | 20 |
142 | 105.12 | wind | 9.0 | 10 | < th | dose independent | rect. | 5 | 17 |
147 | 105.59 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 20 |
157 | 105.89 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 22 |
158 | 105.92 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 2 |
159 | 105.97 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 4 | 5 |
160 | 105.97 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 9 | 19 |
161 | 105.97 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 4 | 5 |
162 | 105.97 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 9 | 19 |
164 | 106.00 | wind | 9.0 | 90 | < th | dose independent | rect. | 4 | 5 |
165 | 106.00 | temperature | 10.0 | 90 | > th | dose independent | rect. | 4 | 5 |
167 | 106.00 | humidity | 50.0 | 90 | > th | dose independent | rect. | 4 | 5 |
168 | 106.00 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 4 | 5 |
169 | 106.00 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 4 | 5 |
170 | 106.00 | temperature | 10.0 | 90 | > th | dose independent | rect. | 9 | 19 |
188 | 106.31 | temperature | 30.0 | 90 | < th | dose independent | rect. | 4 | 5 |
189 | 106.31 | radiation | 40.0 | 90 | < th | dose independent | rect. | 4 | 5 |
191 | 106.37 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 22 | 7 |
192 | 106.37 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 22 | 7 |
194 | 106.47 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 23 | 5 |
195 | 106.47 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 23 | 5 |
202 | 106.56 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 23 | 5 |
204 | 106.61 | wind | 7.0 | 90 | < th | dose independent | rect. | 23 | 5 |
206 | 106.61 | temperature | 10.0 | 90 | > th | dose independent | rect. | 23 | 5 |
207 | 106.61 | temperature | 30.0 | 90 | < th | dose independent | rect. | 23 | 5 |
208 | 106.61 | humidity | 50.0 | 90 | > th | dose independent | rect. | 23 | 5 |
211 | 106.61 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 23 | 5 |
212 | 106.61 | radiation | 1.0 | 90 | < th | dose independent | rect. | 23 | 5 |
217 | 106.61 | temperature | 10.0 | 90 | > th | dose independent | rect. | 4 | 19 |
218 | 106.61 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 23 | 5 |
224 | 106.64 | wind | 9.0 | 90 | < th | dose dependent | rect. | 23 | 5 |
282 | 107.19 | wind | 9.0 | 90 | < th | dose independent | rect. | 9 | 19 |
295 | 107.75 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 23 | 5 |
316 | 108.18 | wind | 9.0 | 90 | < th | dose independent | rect. | 4 | 19 |
322 | 108.47 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 20 |
348 | 108.68 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 9 | 20 |
349 | 108.70 | radiation | 40.0 | 90 | < th | dose independent | rect. | 4 | 7 |
380 | 109.37 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 5 | 17 |
391 | 109.56 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 5 | 3 |
451 | 110.60 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 9 | 20 |
459 | 110.73 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 9 | 19 |
494 | 111.62 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 9 | 19 |
587 | 114.04 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 2 |
588 | 114.04 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 2 |
589 | 114.08 | wind | 7.0 | 270 | < th | dose independent | rect. | 23 | 2 |
592 | 114.17 | wind | 9.0 | 270 | < th | dose dependent | rect. | 23 | 2 |
597 | 114.43 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 20 |
598 | 114.43 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 20 |
606 | 114.61 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 2 |
607 | 114.61 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 2 |
608 | 114.61 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 2 |
611 | 114.61 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 23 | 2 |
612 | 114.61 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 2 |
617 | 114.61 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 22 |
618 | 114.61 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 23 | 2 |
624 | 114.71 | temperature | 20.0 | 270 | > th | dose independent | rect. | 23 | 2 |
626 | 114.76 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 4 | 19 |
682 | 115.59 | wind | 9.0 | 90 | < th | dose dependent | rect. | 4 | 7 |
686 | 115.68 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 23 | 2 |
693 | 115.87 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
696 | 115.87 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
697 | 115.87 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 5 |
698 | 115.87 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 19 |
758 | 117.02 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 22 | 7 |
760 | 117.03 | radiation | 1.0 | 10 | > th | dose independent | rect. | 5 | 4 |
809 | 117.68 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 5 | 4 |
850 | 118.23 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 23 | 2 |
921 | 118.99 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 5 | 19 |
948 | 119.47 | temperature | 30.0 | 90 | < th | dose independent | rect. | 4 | 7 |
950 | 119.50 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 22 |
986 | 119.88 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 11 | 17 |
988 | 119.88 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 11 | 17 |
994 | 120.03 | humidity | 50.0 | 10 | > th | dose independent | rect. | 5 | 17 |