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Os05g0100900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
16.86 | 0.193 | 10.5 | -0.079 | 0.396 | -0.548 | -0.0417 | -1.07 | 0.185 | 6.62 | 26.3 | 211 | -- | -- |
18.36 | 0.2 | 10.6 | -0.258 | 0.397 | -0.497 | -0.233 | -- | 0.143 | 6.39 | 27.4 | 151 | -- | -- |
16.86 | 0.191 | 10.5 | -0.0809 | 0.396 | -0.549 | -- | -1.06 | 0.184 | 6.58 | 26.36 | 202 | -- | -- |
18.5 | 0.2 | 10.6 | -0.258 | 0.397 | -0.496 | -- | -- | 0.144 | 6.43 | 27.41 | 152 | -- | -- |
23.67 | 0.227 | 10.5 | -0.0728 | -- | -0.484 | -- | -1.06 | 0.224 | -- | 24.2 | 168 | -- | -- |
21.85 | 0.219 | 10.5 | -0.129 | 0.32 | -- | -0.168 | -- | 0.252 | 7.55 | -- | -- | -- | -- |
21.93 | 0.219 | 10.5 | -0.133 | 0.319 | -- | -- | -- | 0.252 | 7.64 | -- | -- | -- | -- |
24.89 | 0.233 | 10.6 | -0.211 | -- | -0.369 | -- | -- | 0.18 | -- | 25.7 | 17 | -- | -- |
20.06 | 0.21 | 10.6 | -- | 0.346 | -0.383 | -- | -- | 0.194 | 6.4 | 27.41 | 152 | -- | -- |
27.4 | 0.245 | 10.5 | -0.129 | -- | -- | -- | -- | 0.257 | -- | -- | -- | -- | -- |
22.39 | 0.221 | 10.5 | -- | 0.318 | -- | -- | -- | 0.267 | 7.67 | -- | -- | -- | -- |
25.97 | 0.238 | 10.6 | -- | -- | -0.305 | -- | -- | 0.215 | -- | 25.9 | 6 | -- | -- |
27.83 | 0.246 | 10.5 | -- | -- | -- | -- | -- | 0.271 | -- | -- | -- | -- | -- |
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 | 16.16 | temperature | 20.0 | 90 | > th | dose dependent | sin | 7 | NA |
2 | 16.31 | temperature | 10.0 | 90 | > th | dose dependent | sin | 6 | NA |
4 | 16.34 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 18 | 17 |
8 | 16.38 | temperature | 30.0 | 90 | < th | dose dependent | sin | 6 | NA |
20 | 16.53 | temperature | 30.0 | 10 | < th | dose dependent | sin | 5 | NA |
23 | 16.54 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 24 | 23 |
46 | 16.75 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 1 | 16 |
51 | 16.78 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 21 | 15 |
90 | 16.94 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 1 | 17 |
154 | 17.11 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 1 | 23 |
175 | 17.20 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 23 | 13 |
178 | 17.20 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 19 | 21 |
182 | 17.21 | temperature | 25.0 | 270 | < th | dose dependent | no | NA | NA |
186 | 17.21 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 21 |
195 | 17.22 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 8 | 23 |
205 | 17.25 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 6 | 17 |
208 | 17.25 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 17 | 23 |
210 | 17.26 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 15 | 23 |
223 | 17.28 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 11 | 23 |
224 | 17.29 | temperature | 25.0 | 90 | > th | dose independent | rect. | 17 | 23 |
243 | 17.33 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 6 | 19 |
262 | 17.36 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 3 |
276 | 17.39 | temperature | 25.0 | 270 | < th | dose independent | rect. | 22 | 21 |
283 | 17.40 | temperature | 25.0 | 90 | < th | dose independent | rect. | 23 | 23 |
291 | 17.41 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 11 |
299 | 17.41 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 9 | 23 |
301 | 17.42 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 7 | 18 |
308 | 17.43 | temperature | 25.0 | 90 | > th | dose independent | rect. | 19 | 20 |
318 | 17.43 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 13 | 23 |
330 | 17.45 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 21 | 19 |
368 | 17.49 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 11 | 23 |
369 | 17.49 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 13 | 23 |
373 | 17.50 | temperature | 30.0 | 10 | < th | dose dependent | no | NA | NA |
402 | 17.52 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 15 | 23 |
414 | 17.53 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 3 | 23 |
417 | 17.54 | temperature | 25.0 | 90 | > th | dose independent | sin | 6 | NA |
418 | 17.54 | temperature | 25.0 | 90 | < th | dose independent | sin | 6 | NA |
421 | 17.54 | temperature | 25.0 | 720 | < th | dose dependent | sin | 21 | NA |
424 | 17.54 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 7 | 18 |
441 | 17.55 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 21 | 23 |
482 | 17.59 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 18 | 2 |
529 | 17.61 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 19 | 23 |
567 | 17.64 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 15 | 5 |
568 | 17.64 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 13 | 7 |
580 | 17.64 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 23 |
649 | 17.69 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 10 | 10 |
651 | 17.69 | temperature | 20.0 | 270 | > th | dose independent | rect. | 3 | 22 |
663 | 17.69 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 17 | 23 |
668 | 17.70 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 7 | 20 |
670 | 17.71 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 17 | 1 |
674 | 17.71 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 8 | 12 |
678 | 17.71 | temperature | 25.0 | 90 | > th | dose independent | rect. | 13 | 23 |
680 | 17.71 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 17 | 1 |
722 | 17.74 | atmosphere | 995.0 | 14400 | < th | dose independent | rect. | 15 | 4 |
730 | 17.74 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 1 | 10 |
786 | 17.76 | temperature | 10.0 | 10 | > th | dose dependent | no | NA | NA |
814 | 17.77 | atmosphere | 995.0 | 14400 | < th | dose dependent | rect. | 15 | 4 |
821 | 17.77 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 15 |
847 | 17.79 | temperature | 25.0 | 90 | < th | dose independent | no | NA | NA |
949 | 17.83 | temperature | 25.0 | 90 | < th | dose independent | rect. | 11 | 23 |
950 | 17.83 | temperature | 25.0 | 90 | < th | dose independent | rect. | 17 | 23 |
975 | 17.83 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 7 | 23 |
991 | 17.84 | temperature | 25.0 | 90 | < th | dose independent | rect. | 9 | 23 |