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Os02g0229000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to 40S ribosomal protein S19-like.
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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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
105.26 | 0.482 | 13 | 1.5 | 0.954 | 0.84 | 1.54 | 1.85 | 0.298 | 21.2 | 19.04 | 90 | -- | -- |
109.03 | 0.486 | 13 | 1.52 | 0.933 | 0.633 | 1.03 | -- | 0.312 | 20.9 | 17.09 | 85 | -- | -- |
111.67 | 0.492 | 13 | 1.5 | 0.928 | 0.804 | -- | 1.21 | 0.313 | 20.8 | 25.14 | 86 | -- | -- |
112.56 | 0.494 | 13 | 1.49 | 0.929 | 0.644 | -- | -- | 0.312 | 20.9 | 18.04 | 85 | -- | -- |
131.94 | 0.535 | 13 | 1.39 | -- | 0.749 | -- | 1.96 | 0.283 | -- | -28.8 | 871 | -- | -- |
115.19 | 0.503 | 13 | 1.51 | 0.827 | -- | 1.09 | -- | 0.331 | 20.1 | -- | -- | -- | -- |
118.75 | 0.51 | 13 | 1.48 | 0.828 | -- | -- | -- | 0.333 | 20 | -- | -- | -- | -- |
132.52 | 0.536 | 13 | 1.42 | -- | 0.804 | -- | -- | 0.234 | -- | -16.87 | 839 | -- | -- |
169.72 | 0.61 | 13 | -- | 0.964 | 0.619 | -- | -- | 0.174 | 21.1 | 10.01 | 85 | -- | -- |
156.12 | 0.584 | 13 | 1.47 | -- | -- | -- | -- | 0.322 | -- | -- | -- | -- | -- |
176.28 | 0.621 | 13 | -- | 0.819 | -- | -- | -- | 0.168 | 20.1 | -- | -- | -- | -- |
185 | 0.633 | 13 | -- | -- | 0.879 | -- | -- | 0.067 | -- | -1.749 | 871 | -- | -- |
213.04 | 0.681 | 13 | -- | -- | -- | -- | -- | 0.159 | -- | -- | -- | -- | -- |
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 | 94.31 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 4 | 5 |
5 | 95.25 | radiation | 1.0 | 10 | > th | dose independent | rect. | 9 | 6 |
6 | 95.36 | temperature | 15.0 | 10 | > th | dose independent | rect. | 15 | 18 |
8 | 95.48 | wind | 1.0 | 30 | > th | dose independent | rect. | 9 | 6 |
11 | 95.54 | temperature | 10.0 | 10 | > th | dose independent | rect. | 9 | 6 |
13 | 95.54 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 9 | 6 |
14 | 95.54 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 9 | 6 |
15 | 95.54 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 9 | 6 |
17 | 95.54 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 9 | 6 |
18 | 95.58 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 6 |
20 | 95.62 | wind | 5.0 | 30 | < th | dose independent | rect. | 4 | 5 |
28 | 95.74 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 6 |
31 | 95.74 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 16 | 18 |
34 | 95.86 | humidity | 90.0 | 10 | < th | dose independent | rect. | 2 | 7 |
38 | 95.99 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 15 | 18 |
39 | 95.99 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 15 | 18 |
40 | 96.02 | humidity | 50.0 | 30 | > th | dose independent | rect. | 9 | 6 |
45 | 96.10 | wind | 9.0 | 30 | < th | dose independent | rect. | 15 | 18 |
50 | 96.19 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 15 | 18 |
67 | 96.31 | atmosphere | 1000.0 | 30 | > th | dose dependent | rect. | 4 | 5 |
68 | 96.32 | wind | 5.0 | 270 | < th | dose independent | rect. | 3 | 4 |
79 | 96.38 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 4 | 5 |
80 | 96.38 | radiation | 1.0 | 30 | > th | dose independent | rect. | 18 | 15 |
81 | 96.38 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 4 | 5 |
86 | 96.42 | temperature | 10.0 | 30 | > th | dose independent | rect. | 4 | 5 |
88 | 96.42 | temperature | 30.0 | 30 | < th | dose independent | rect. | 4 | 5 |
89 | 96.42 | humidity | 50.0 | 30 | > th | dose independent | rect. | 4 | 5 |
91 | 96.42 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 4 | 5 |
92 | 96.42 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 4 | 5 |
93 | 96.42 | temperature | 10.0 | 30 | > th | dose independent | rect. | 9 | 19 |
94 | 96.42 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 9 | 19 |
95 | 96.45 | wind | 9.0 | 30 | < th | dose independent | rect. | 9 | 6 |
96 | 96.47 | radiation | 40.0 | 10 | < th | dose independent | rect. | 15 | 18 |
102 | 96.54 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 9 | 19 |
103 | 96.54 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 9 | 19 |
106 | 96.57 | temperature | 15.0 | 270 | > th | dose independent | rect. | 3 | 14 |
119 | 96.76 | wind | 9.0 | 30 | < th | dose independent | rect. | 9 | 19 |
123 | 96.83 | wind | 5.0 | 270 | < th | dose independent | rect. | 4 | 1 |
124 | 96.89 | radiation | 40.0 | 30 | < th | dose independent | rect. | 4 | 5 |
125 | 96.90 | radiation | 1.0 | 30 | > th | dose independent | rect. | 5 | 4 |
143 | 96.97 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 9 | 19 |
147 | 97.01 | humidity | 50.0 | 30 | > th | dose independent | rect. | 9 | 19 |
148 | 97.02 | radiation | 10.0 | 270 | < th | dose independent | rect. | 17 | 10 |
153 | 97.05 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 14 |
154 | 97.05 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 9 | 1 |
155 | 97.05 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 14 |
164 | 97.12 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 4 |
166 | 97.12 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 4 |
178 | 97.16 | wind | 9.0 | 30 | < th | dose dependent | rect. | 4 | 5 |
198 | 97.34 | atmosphere | 1000.0 | 270 | > th | dose dependent | rect. | 3 | 4 |
206 | 97.39 | wind | 7.0 | 270 | < th | dose independent | rect. | 17 | 10 |
210 | 97.40 | humidity | 50.0 | 270 | > th | dose independent | rect. | 9 | 1 |
217 | 97.42 | humidity | 50.0 | 10 | > th | dose independent | rect. | 15 | 18 |
218 | 97.42 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 4 |
221 | 97.43 | radiation | 1.0 | 30 | > th | dose independent | rect. | 15 | 18 |
224 | 97.46 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 16 | 17 |
225 | 97.49 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 20 |
226 | 97.49 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 17 | 10 |
241 | 97.57 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 20 |
243 | 97.58 | temperature | 10.0 | 270 | > th | dose independent | rect. | 9 | 1 |
244 | 97.58 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 9 | 1 |
245 | 97.58 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 9 | 1 |
246 | 97.58 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 23 |
262 | 97.60 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 2 |
268 | 97.62 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 4 |
271 | 97.62 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 4 |
273 | 97.62 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 4 |
274 | 97.62 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 4 |
277 | 97.62 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 20 |
278 | 97.63 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
281 | 97.63 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
282 | 97.63 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 5 |
283 | 97.63 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 19 |
288 | 97.66 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 9 | 1 |
291 | 97.66 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 9 | 1 |
295 | 97.68 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 10 |
300 | 97.68 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 14 |
310 | 97.72 | wind | 9.0 | 270 | < th | dose independent | rect. | 9 | 1 |
325 | 97.77 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 1 |
326 | 97.77 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 10 |
328 | 97.77 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 1 |
329 | 97.77 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 4 |
330 | 97.78 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 9 | 19 |
332 | 97.80 | wind | 1.0 | 270 | > th | dose independent | rect. | 9 | 1 |
337 | 97.82 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 3 | 4 |
355 | 97.92 | wind | 9.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
362 | 97.96 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 15 | 18 |
363 | 97.98 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 4 | 5 |
365 | 97.98 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 14 |
367 | 97.98 | atmosphere | 1000.0 | 270 | > th | dose dependent | rect. | 4 | 2 |
370 | 98.00 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 20 |
373 | 98.00 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 20 |
380 | 98.02 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
386 | 98.10 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 15 | 18 |
401 | 98.13 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 1 |
403 | 98.13 | temperature | 30.0 | 270 | < th | dose independent | rect. | 4 | 1 |
404 | 98.13 | humidity | 50.0 | 270 | > th | dose independent | rect. | 4 | 1 |
407 | 98.13 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 1 |
408 | 98.13 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 4 | 1 |
410 | 98.13 | radiation | 20.0 | 270 | < th | dose independent | rect. | 4 | 1 |
413 | 98.13 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 23 |
418 | 98.15 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
433 | 98.24 | radiation | 1.0 | 270 | < th | dose independent | rect. | 4 | 1 |
462 | 98.36 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 10 |
472 | 98.38 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 10 |
474 | 98.38 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 10 |
504 | 98.48 | radiation | 1.0 | 90 | > th | dose independent | sin | 12 | NA |
548 | 98.55 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 23 |
550 | 98.55 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 23 |
564 | 98.61 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 5 | 4 |
599 | 98.63 | temperature | 25.0 | 30 | > th | dose independent | rect. | 1 | 8 |
650 | 98.73 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 20 |
667 | 98.78 | radiation | 40.0 | 90 | < th | dose independent | rect. | 4 | 15 |
670 | 98.81 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 4 | 2 |
671 | 98.81 | temperature | 30.0 | 270 | < th | dose independent | rect. | 18 | 9 |
680 | 98.84 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 4 |
703 | 98.87 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 4 | 1 |
715 | 98.91 | humidity | 90.0 | 30 | < th | dose independent | rect. | 9 | 6 |
758 | 99.08 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 20 |
761 | 99.08 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 20 |
797 | 99.18 | radiation | 1.0 | 270 | > th | dose independent | rect. | 9 | 1 |
803 | 99.19 | temperature | 15.0 | 270 | > th | dose independent | rect. | 12 | 20 |
842 | 99.27 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 4 |
862 | 99.35 | radiation | 40.0 | 10 | < th | dose independent | rect. | 5 | 15 |
943 | 99.57 | wind | 9.0 | 270 | < th | dose independent | rect. | 10 | 23 |
965 | 99.63 | humidity | 90.0 | 10 | < th | dose independent | rect. | 14 | 19 |
966 | 99.63 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 20 |
994 | 99.71 | wind | 1.0 | 270 | > th | dose independent | rect. | 13 | 18 |
995 | 99.71 | wind | 9.0 | 270 | < th | dose independent | rect. | 12 | 20 |