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Os02g0124400 |
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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44.93 | 0.315 | 3.16 | 0.976 | 0.177 | -0.524 | -0.142 | 4.45 | 0.0931 | 7.87 | 30.15 | 1487 | -- | -- |
46.52 | 0.32 | 3.26 | 0.117 | 0.2 | 0.0788 | -0.147 | -- | 0.0687 | 7.64 | 30.15 | 1487 | -- | -- |
44.89 | 0.312 | 3.16 | 0.949 | 0.18 | -0.548 | -- | 4.68 | 0.0719 | 8.06 | 30.24 | 1533 | -- | -- |
46.56 | 0.32 | 3.26 | 0.113 | 0.201 | 0.0858 | -- | -- | 0.0694 | 7.76 | 30.24 | 1533 | -- | -- |
46.53 | 0.318 | 3.16 | 0.975 | -- | -0.563 | -- | 4.7 | 0.0771 | -- | 30.18 | 2688 | -- | -- |
46.7 | 0.32 | 3.26 | 0.125 | 0.193 | -- | -0.145 | -- | 0.0622 | 7.92 | -- | -- | -- | -- |
46.76 | 0.32 | 3.26 | 0.122 | 0.192 | -- | -- | -- | 0.0626 | 8.1 | -- | -- | -- | -- |
48.51 | 0.324 | 3.27 | 0.155 | -- | -0.0641 | -- | -- | 0.0564 | -- | 34.1 | 1918 | -- | -- |
46.9 | 0.321 | 3.26 | -- | 0.203 | 0.0971 | -- | -- | 0.0578 | 7.68 | 30.24 | 1533 | -- | -- |
48.79 | 0.326 | 3.27 | 0.123 | -- | -- | -- | -- | 0.0649 | -- | -- | -- | -- | -- |
47.15 | 0.321 | 3.26 | -- | 0.193 | -- | -- | -- | 0.049 | 8.05 | -- | -- | -- | -- |
49 | 0.326 | 3.27 | -- | -- | -0.0591 | -- | -- | 0.0394 | -- | 34.17 | 1973 | -- | -- |
49.19 | 0.327 | 3.27 | -- | -- | -- | -- | -- | 0.0513 | -- | -- | -- | -- | -- |
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 | 42.90 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 7 | 8 |
2 | 42.96 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 1 | 8 |
9 | 43.25 | wind | 9.0 | 720 | < th | dose independent | rect. | 19 | 8 |
12 | 43.45 | temperature | 10.0 | 720 | > th | dose independent | rect. | 19 | 8 |
13 | 43.45 | temperature | 30.0 | 720 | < th | dose independent | rect. | 19 | 8 |
14 | 43.45 | humidity | 50.0 | 720 | > th | dose independent | rect. | 19 | 8 |
15 | 43.45 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 19 | 8 |
16 | 43.45 | radiation | 1.0 | 720 | < th | dose independent | rect. | 19 | 8 |
21 | 43.45 | temperature | 10.0 | 720 | > th | dose independent | rect. | 3 | 16 |
22 | 43.45 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 19 | 8 |
28 | 43.49 | temperature | 10.0 | 720 | > th | dose independent | rect. | 7 | 8 |
29 | 43.49 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 7 | 8 |
30 | 43.49 | temperature | 10.0 | 720 | > th | dose independent | rect. | 15 | 16 |
36 | 43.64 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 8 |
37 | 43.64 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 8 |
39 | 43.66 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 5 |
40 | 43.67 | wind | 9.0 | 720 | < th | dose independent | rect. | 15 | 16 |
43 | 43.72 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 7 | 8 |
44 | 43.72 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 7 | 8 |
48 | 43.84 | radiation | 40.0 | 720 | < th | dose independent | rect. | 15 | 16 |
49 | 43.85 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 2 | 5 |
51 | 43.90 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 3 | 16 |
52 | 43.92 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
53 | 43.93 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 8 | 22 |
54 | 43.94 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 15 | 16 |
55 | 43.94 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 15 | 16 |
62 | 44.06 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
69 | 44.13 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 20 | 14 |
70 | 44.14 | wind | 3.0 | 14400 | < th | dose independent | rect. | 19 | 1 |
71 | 44.14 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 7 | 3 |
83 | 44.15 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 8 | 1 |
85 | 44.16 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 4 | 5 |
86 | 44.16 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 24 | 9 |
92 | 44.17 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 6 | 3 |
102 | 44.18 | wind | 3.0 | 14400 | > th | dose independent | rect. | 19 | 1 |
112 | 44.20 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 11 | 1 |
120 | 44.27 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 21 | 14 |
124 | 44.30 | wind | 3.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
125 | 44.30 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 3 | 23 |
128 | 44.31 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 23 | 16 |
133 | 44.34 | radiation | 40.0 | 10 | < th | dose independent | rect. | 8 | 22 |
137 | 44.38 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 11 | 1 |
138 | 44.38 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
153 | 44.40 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 3 | 16 |
157 | 44.41 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 2 | 2 |
161 | 44.43 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 19 | 1 |
167 | 44.45 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 6 |
170 | 44.48 | radiation | 10.0 | 30 | > th | dose independent | rect. | 6 | 2 |
184 | 44.48 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 14 | 21 |
187 | 44.49 | radiation | 1.0 | 720 | > th | dose independent | rect. | 7 | 8 |
195 | 44.52 | wind | 3.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
197 | 44.52 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 21 |
199 | 44.52 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 3 | 7 |
202 | 44.53 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 23 | 10 |
209 | 44.54 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 19 |
214 | 44.55 | humidity | 80.0 | 14400 | < th | dose dependent | sin | 8 | NA |
216 | 44.55 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 15 | 1 |
224 | 44.57 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 2 |
228 | 44.58 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 15 | 4 |
233 | 44.58 | wind | 9.0 | 720 | < th | dose independent | rect. | 7 | 8 |
254 | 44.60 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 15 | 2 |
257 | 44.60 | wind | 5.0 | 14400 | < th | dose independent | rect. | 10 | 7 |
264 | 44.61 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 14 |
270 | 44.62 | wind | 9.0 | 4320 | < th | dose independent | rect. | 7 | 2 |
273 | 44.62 | wind | 5.0 | 14400 | > th | dose independent | rect. | 10 | 7 |
276 | 44.62 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 10 | 20 |
281 | 44.63 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 3 |
288 | 44.63 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 9 |
307 | 44.64 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 7 |
313 | 44.64 | radiation | 1.0 | 720 | < th | dose independent | rect. | 21 | 8 |
319 | 44.64 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 8 | 12 |
325 | 44.65 | wind | 5.0 | 14400 | < th | dose independent | rect. | 10 | 5 |
333 | 44.65 | humidity | 80.0 | 4320 | > th | dose dependent | rect. | 7 | 1 |
335 | 44.65 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 10 | 5 |
340 | 44.65 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 21 | 8 |
354 | 44.67 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 3 | 6 |
356 | 44.67 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 8 | 11 |
360 | 44.67 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 6 | 1 |
362 | 44.67 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 12 | 1 |
378 | 44.69 | temperature | 30.0 | 1440 | < th | dose independent | sin | 12 | NA |
394 | 44.69 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 23 | 14 |
395 | 44.70 | wind | 9.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
401 | 44.70 | wind | 5.0 | 14400 | > th | dose independent | rect. | 10 | 5 |
408 | 44.70 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
409 | 44.70 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 3 | 1 |
417 | 44.71 | temperature | 30.0 | 1440 | > th | dose independent | sin | 12 | NA |
418 | 44.71 | humidity | 90.0 | 10 | < th | dose independent | rect. | 3 | 1 |
420 | 44.71 | humidity | 80.0 | 90 | < th | dose independent | rect. | 24 | 3 |
427 | 44.71 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 24 | 3 |
432 | 44.72 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
437 | 44.72 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 13 | 6 |
439 | 44.72 | atmosphere | 1000.0 | 90 | < th | dose independent | rect. | 6 | 20 |
462 | 44.73 | temperature | 10.0 | 720 | > th | dose independent | rect. | 9 | 8 |
463 | 44.73 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 9 | 8 |
465 | 44.73 | temperature | 10.0 | 720 | > th | dose independent | rect. | 17 | 16 |
466 | 44.73 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 7 | 18 |
481 | 44.74 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 7 | 2 |
486 | 44.74 | temperature | 10.0 | 720 | > th | dose independent | rect. | 21 | 8 |
487 | 44.74 | temperature | 30.0 | 720 | < th | dose independent | rect. | 21 | 8 |
488 | 44.74 | humidity | 50.0 | 720 | > th | dose independent | rect. | 21 | 8 |
491 | 44.74 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 3 | 8 |
492 | 44.74 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 21 | 8 |
496 | 44.74 | temperature | 10.0 | 720 | > th | dose independent | rect. | 5 | 16 |
498 | 44.74 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 6 | 1 |
545 | 44.76 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 12 | 1 |
563 | 44.77 | wind | 9.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
570 | 44.77 | humidity | 50.0 | 4320 | > th | dose dependent | sin | 6 | NA |
596 | 44.78 | temperature | 15.0 | 10 | > th | dose independent | rect. | 8 | 22 |
619 | 44.79 | radiation | 40.0 | 10 | < th | dose independent | rect. | 3 | 9 |
627 | 44.79 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 11 | 2 |
676 | 44.80 | wind | 7.0 | 14400 | < th | dose dependent | rect. | 9 | 6 |
692 | 44.81 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 18 | 12 |
751 | 44.83 | temperature | 25.0 | 90 | < th | dose independent | rect. | 6 | 1 |
776 | 44.84 | wind | 1.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
778 | 44.84 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 15 | 1 |
789 | 44.84 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 6 | 2 |
807 | 44.85 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 3 | 1 |
834 | 44.86 | temperature | 20.0 | 30 | > th | dose independent | rect. | 3 | 3 |
843 | 44.86 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 4 | 4 |
877 | 44.87 | radiation | 40.0 | 10 | < th | dose independent | rect. | 10 | 20 |
906 | 44.88 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 6 | 1 |
909 | 44.88 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 14 | 5 |
920 | 44.88 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 3 | 12 |
943 | 44.89 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 9 | 8 |
944 | 44.89 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 21 | 8 |
948 | 44.89 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 15 | 16 |
949 | 44.89 | radiation | 40.0 | 720 | < th | dose independent | rect. | 17 | 16 |
950 | 44.89 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 10 | 22 |
951 | 44.89 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 21 | 22 |
956 | 44.89 | atmosphere | 995.0 | 720 | > th | dose dependent | rect. | 8 | 1 |
958 | 44.89 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 3 | 3 |
960 | 44.89 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 9 | 8 |
961 | 44.89 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 21 | 8 |
977 | 44.90 | humidity | 80.0 | 14400 | < th | dose independent | sin | 6 | NA |