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Os05g0516300 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38.28 | 0.291 | 12.9 | -0.958 | 1.42 | 0.531 | 0.116 | 1.1 | -0.159 | 23.9 | 62.23 | 5596 | -- | -- |
40.11 | 0.295 | 12.9 | -0.97 | 1.42 | 0.552 | 0.0666 | -- | -0.172 | 23.9 | 62 | 5595 | -- | -- |
38.33 | 0.288 | 12.9 | -0.961 | 1.42 | 0.528 | -- | 1.1 | -0.158 | 23.9 | 62.23 | 5595 | -- | -- |
40.12 | 0.295 | 12.9 | -0.999 | 1.42 | 0.56 | -- | -- | -0.186 | 23.9 | 63.11 | 5595 | -- | -- |
145.63 | 0.565 | 12.9 | -0.922 | -- | 0.72 | -- | -0.00562 | -0.2 | -- | 62.23 | 5595 | -- | -- |
45 | 0.315 | 12.9 | -0.955 | 1.4 | -- | 0.0306 | -- | -0.114 | 23.9 | -- | -- | -- | -- |
45.01 | 0.314 | 12.9 | -0.957 | 1.4 | -- | -- | -- | -0.114 | 23.9 | -- | -- | -- | -- |
113.6 | 0.499 | 12.9 | -0.876 | -- | 0.761 | -- | -- | -0.154 | -- | 71 | 1623 | -- | -- |
51.51 | 0.334 | 12.9 | -- | 1.42 | 0.829 | -- | -- | -0.119 | 23.9 | 50 | 4298 | -- | -- |
167.73 | 0.605 | 12.9 | -0.915 | -- | -- | -- | -- | -0.0953 | -- | -- | -- | -- | -- |
69.12 | 0.389 | 12.9 | -- | 1.38 | -- | -- | -- | -0.00712 | 23.8 | -- | -- | -- | -- |
131.01 | 0.535 | 12.9 | -- | -- | 0.768 | -- | -- | -0.0098 | -- | 72 | 1620 | -- | -- |
189.79 | 0.643 | 12.9 | -- | -- | -- | -- | -- | 0.00613 | -- | -- | -- | -- | -- |
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 | 36.91 | humidity | 50 | 90 | > th | dose dependent | rect. | 9 | 20 |
2 | 37.19 | humidity | 70 | 90 | > th | dose independent | rect. | 9 | 20 |
3 | 37.30 | humidity | 50 | 10 | > th | dose dependent | rect. | 9 | 20 |
7 | 37.43 | humidity | 50 | 90 | > th | dose dependent | rect. | 9 | 10 |
11 | 37.57 | radiation | 1 | 90 | < th | dose dependent | rect. | 21 | 22 |
14 | 37.76 | humidity | 70 | 90 | > th | dose independent | rect. | 11 | 18 |
15 | 37.77 | humidity | 70 | 4320 | < th | dose independent | rect. | 9 | 1 |
18 | 37.78 | humidity | 70 | 4320 | > th | dose independent | rect. | 9 | 1 |
22 | 37.80 | radiation | 1 | 90 | < th | dose independent | rect. | 21 | 22 |
27 | 37.88 | humidity | 70 | 10 | > th | dose independent | rect. | 10 | 19 |
40 | 38.01 | humidity | 50 | 720 | > th | dose dependent | rect. | 7 | 6 |
41 | 38.03 | humidity | 50 | 4320 | > th | dose independent | rect. | 15 | 1 |
47 | 38.07 | humidity | 70 | 4320 | < th | dose dependent | rect. | 10 | 1 |
48 | 38.11 | humidity | 60 | 4320 | > th | dose independent | rect. | 10 | 4 |
50 | 38.15 | humidity | 60 | 14400 | < th | dose independent | rect. | 16 | 18 |
52 | 38.18 | humidity | 60 | 4320 | > th | dose independent | rect. | 18 | 20 |
68 | 38.31 | radiation | 10 | 30 | < th | dose dependent | sin | 11 | NA |
70 | 38.32 | humidity | 70 | 270 | > th | dose independent | rect. | 7 | 21 |
75 | 38.35 | humidity | 60 | 4320 | > th | dose independent | rect. | 4 | 10 |
85 | 38.36 | humidity | 50 | 4320 | > th | dose independent | rect. | 13 | 4 |
92 | 38.38 | humidity | 60 | 14400 | < th | dose independent | sin | 11 | NA |
95 | 38.38 | temperature | 15 | 10 | > th | dose dependent | rect. | 5 | 17 |
96 | 38.39 | humidity | 70 | 4320 | < th | dose independent | rect. | 19 | 16 |
97 | 38.39 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 17 |
111 | 38.45 | humidity | 60 | 4320 | > th | dose independent | rect. | 13 | 1 |
113 | 38.45 | humidity | 50 | 4320 | > th | dose independent | rect. | 13 | 17 |
120 | 38.47 | humidity | 50 | 4320 | > th | dose independent | rect. | 13 | 7 |
128 | 38.48 | humidity | 50 | 4320 | > th | dose independent | rect. | 13 | 11 |
132 | 38.49 | humidity | 50 | 4320 | > th | dose independent | rect. | 13 | 13 |
135 | 38.49 | radiation | 1 | 30 | < th | dose dependent | no | NA | NA |
136 | 38.49 | humidity | 70 | 14400 | < th | dose dependent | rect. | 17 | 17 |
138 | 38.49 | radiation | 1 | 30 | < th | dose dependent | rect. | 11 | 21 |
144 | 38.49 | radiation | 1 | 30 | < th | dose dependent | rect. | 13 | 23 |
145 | 38.49 | radiation | 1 | 30 | < th | dose dependent | rect. | 15 | 23 |
154 | 38.51 | radiation | 1 | 30 | < th | dose dependent | rect. | 7 | 23 |
158 | 38.52 | radiation | 1 | 30 | < th | dose dependent | rect. | 17 | 23 |
162 | 38.54 | humidity | 60 | 14400 | > th | dose independent | sin | 11 | NA |
175 | 38.55 | radiation | 1 | 30 | < th | dose dependent | rect. | 13 | 19 |
205 | 38.58 | temperature | 30 | 270 | < th | dose independent | rect. | 7 | 21 |
210 | 38.59 | humidity | 60 | 4320 | > th | dose dependent | rect. | 10 | 1 |
212 | 38.60 | humidity | 60 | 14400 | < th | dose dependent | sin | 11 | NA |
214 | 38.61 | humidity | 50 | 4320 | > th | dose independent | sin | 15 | NA |
215 | 38.61 | humidity | 50 | 4320 | < th | dose independent | rect. | 15 | 1 |
228 | 38.64 | temperature | 30 | 90 | < th | dose independent | rect. | 9 | 20 |
255 | 38.67 | humidity | 60 | 14400 | < th | dose dependent | sin | 13 | NA |
263 | 38.69 | humidity | 70 | 4320 | > th | dose independent | rect. | 19 | 16 |
270 | 38.70 | humidity | 70 | 4320 | < th | dose dependent | rect. | 17 | 21 |
273 | 38.71 | humidity | 50 | 4320 | < th | dose independent | rect. | 14 | 3 |
301 | 38.73 | humidity | 60 | 4320 | < th | dose independent | rect. | 17 | 21 |
303 | 38.73 | humidity | 70 | 4320 | < th | dose dependent | rect. | 9 | 11 |
312 | 38.73 | humidity | 60 | 14400 | < th | dose dependent | rect. | 16 | 19 |
345 | 38.75 | radiation | 40 | 720 | < th | dose independent | rect. | 7 | 4 |
350 | 38.75 | radiation | 1 | 30 | < th | dose dependent | rect. | 15 | 21 |
355 | 38.76 | humidity | 60 | 4320 | > th | dose independent | rect. | 10 | 19 |
357 | 38.76 | humidity | 60 | 4320 | > th | dose independent | rect. | 10 | 21 |
368 | 38.77 | humidity | 60 | 4320 | > th | dose independent | rect. | 10 | 9 |
397 | 38.80 | radiation | 1 | 30 | < th | dose dependent | rect. | 15 | 17 |
421 | 38.81 | humidity | 70 | 4320 | < th | dose dependent | sin | 17 | NA |
448 | 38.83 | humidity | 60 | 4320 | > th | dose independent | sin | 2 | NA |
491 | 38.84 | radiation | 1 | 90 | < th | dose independent | sin | 11 | NA |
518 | 38.84 | humidity | 70 | 4320 | < th | dose dependent | rect. | 12 | 23 |
523 | 38.85 | humidity | 50 | 4320 | < th | dose independent | sin | 15 | NA |
526 | 38.85 | humidity | 70 | 4320 | < th | dose dependent | no | NA | NA |
649 | 38.88 | humidity | 60 | 4320 | > th | dose independent | no | NA | NA |
652 | 38.88 | temperature | 30 | 270 | < th | dose independent | rect. | 7 | 10 |
656 | 38.88 | humidity | 60 | 4320 | > th | dose independent | rect. | 6 | 13 |
776 | 38.90 | humidity | 90 | 1440 | < th | dose dependent | rect. | 7 | 6 |
803 | 38.91 | humidity | 60 | 4320 | < th | dose dependent | rect. | 15 | 3 |
944 | 38.95 | temperature | 20 | 10 | > th | dose dependent | rect. | 5 | 4 |
965 | 38.96 | humidity | 70 | 4320 | < th | dose independent | sin | 8 | NA |
999 | 38.97 | humidity | 60 | 720 | > th | dose independent | rect. | 7 | 6 |