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Os07g0628900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to KI domain interacting kinase 1.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
190.72 | 0.649 | 12.1 | 1.91 | 0.541 | -7.62 | -14.1 | -14.8 | 0.845 | 15.4 | 0.3897 | 696 | 9.6 | -- |
223.35 | 0.696 | 12.1 | 1.58 | 0.925 | -8.56 | 2.35 | -- | 0.737 | 4.35 | 1.093 | 659 | 8.52 | -- |
252.29 | 0.745 | 12.2 | 1.77 | 6.95 | 0.285 | -- | 2.67 | 0.856 | 16 | 0.3897 | 696 | 9.6 | -- |
230.05 | 0.706 | 12.2 | 1.56 | 0.496 | -8.19 | -- | -- | 0.708 | 4.72 | 0.8656 | 659 | 8.7 | -- |
278.63 | 0.777 | 12.2 | 1.72 | -- | -7.29 | -- | 1.97 | 0.704 | -- | 275.4 | 951 | 9.99 | -- |
274.91 | 0.777 | 12.2 | 1.85 | 6.94 | -- | -1.88 | -- | 0.878 | 16.1 | -- | -- | -- | -- |
284.76 | 0.79 | 12.2 | 1.82 | 6.93 | -- | -- | -- | 0.867 | 16.1 | -- | -- | -- | -- |
230.19 | 0.707 | 12.2 | 1.56 | -- | -7.71 | -- | -- | 0.71 | -- | 0.77 | 659 | 8.84 | -- |
287.36 | 0.79 | 12.2 | -- | 0.671 | -8.47 | -- | -- | 0.588 | 4.68 | 0.004235 | 657 | 8.95 | -- |
2891.1 | 2.51 | 12.2 | 1.54 | -- | -- | -- | -- | 0.683 | -- | -- | -- | -- | -- |
372.4 | 0.903 | 12.3 | -- | 6.9 | -- | -- | -- | 0.664 | 16.1 | -- | -- | -- | -- |
286.7 | 0.789 | 12.2 | -- | -- | -7.94 | -- | -- | 0.55 | -- | 0.005822 | 666 | 9.26 | -- |
2953.95 | 2.54 | 12.2 | -- | -- | -- | -- | -- | 0.511 | -- | -- | -- | -- | -- |
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 | 191.62 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 16 | 13 |
4 | 194.45 | radiation | 1.0 | 720 | < th | dose independent | rect. | 16 | 13 |
12 | 198.32 | radiation | 1.0 | 720 | > th | dose independent | rect. | 13 | 5 |
18 | 199.38 | radiation | 1.0 | 720 | > th | dose independent | rect. | 13 | 16 |
32 | 199.98 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 17 | 4 |
47 | 201.13 | radiation | 1.0 | 720 | < th | dose dependent | sin | 16 | NA |
50 | 201.55 | radiation | 1.0 | 720 | < th | dose independent | rect. | 16 | 5 |
52 | 201.85 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 3 | 16 |
60 | 202.46 | radiation | 1.0 | 720 | > th | dose independent | sin | 14 | NA |
78 | 203.66 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 1 | 22 |
87 | 204.12 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 1 | 20 |
97 | 204.78 | radiation | 1.0 | 720 | < th | dose independent | sin | 15 | NA |
101 | 205.02 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 16 | 14 |
108 | 205.22 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 17 | 8 |
121 | 205.84 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 23 | 23 |
131 | 206.24 | radiation | 1.0 | 720 | > th | dose independent | rect. | 13 | 20 |
144 | 206.69 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 21 | 4 |
147 | 206.83 | radiation | 1.0 | 720 | > th | dose independent | rect. | 11 | 23 |
148 | 206.89 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 11 |
149 | 206.89 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 11 |
153 | 207.01 | radiation | 1.0 | 720 | > th | dose independent | rect. | 13 | 22 |
167 | 207.51 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 19 | 7 |
175 | 207.72 | radiation | 30.0 | 43200 | < th | dose independent | rect. | 17 | 11 |
193 | 207.99 | radiation | 1.0 | 720 | < th | dose independent | rect. | 1 | 20 |
197 | 208.10 | radiation | 1.0 | 720 | < th | dose dependent | sin | 1 | NA |
199 | 208.14 | radiation | 1.0 | 720 | < th | dose independent | rect. | 1 | 22 |
203 | 208.24 | wind | 7.0 | 720 | < th | dose independent | rect. | 22 | 10 |
205 | 208.29 | radiation | 1.0 | 720 | < th | dose independent | rect. | 23 | 23 |
216 | 208.48 | temperature | 30.0 | 90 | < th | dose independent | rect. | 17 | 13 |
217 | 208.57 | humidity | 50.0 | 270 | > th | dose independent | rect. | 15 | 14 |
231 | 209.00 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 17 | 13 |
233 | 209.07 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 6 | 19 |
236 | 209.11 | radiation | 1.0 | 720 | > th | dose independent | rect. | 6 | 12 |
242 | 209.32 | radiation | 1.0 | 720 | > th | dose independent | rect. | 6 | 23 |
259 | 209.46 | radiation | 1.0 | 720 | < th | dose dependent | no | NA | NA |
273 | 209.56 | humidity | 70.0 | 90 | > th | dose independent | rect. | 17 | 13 |
277 | 209.64 | temperature | 15.0 | 90 | > th | dose independent | rect. | 15 | 15 |
292 | 209.92 | wind | 1.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
300 | 210.05 | radiation | 1.0 | 720 | < th | dose independent | rect. | 2 | 17 |
306 | 210.26 | radiation | 1.0 | 720 | > th | dose independent | rect. | 4 | 14 |
322 | 210.39 | radiation | 1.0 | 720 | > th | dose independent | no | NA | NA |
387 | 210.62 | temperature | 30.0 | 270 | < th | dose independent | rect. | 15 | 14 |
391 | 210.67 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 15 | 15 |
422 | 211.28 | radiation | 20.0 | 270 | < th | dose independent | rect. | 15 | 14 |
438 | 211.56 | radiation | 1.0 | 720 | < th | dose independent | no | NA | NA |
451 | 211.84 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 23 | 1 |
458 | 212.02 | wind | 7.0 | 720 | < th | dose independent | rect. | 20 | 14 |
463 | 212.03 | temperature | 15.0 | 90 | > th | dose independent | rect. | 17 | 13 |
488 | 212.73 | wind | 9.0 | 270 | < th | dose independent | rect. | 14 | 11 |
498 | 213.02 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 13 |
502 | 213.07 | temperature | 10.0 | 270 | > th | dose independent | rect. | 14 | 11 |
503 | 213.07 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 13 |
504 | 213.07 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 13 |
505 | 213.07 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 13 |
508 | 213.10 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 15 | 15 |
529 | 213.61 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 16 | 6 |
530 | 213.62 | temperature | 15.0 | 720 | > th | dose independent | rect. | 18 | 11 |
536 | 213.75 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 17 | 13 |
570 | 214.30 | temperature | 15.0 | 720 | > th | dose independent | rect. | 10 | 10 |
577 | 214.47 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 13 |
578 | 214.47 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 13 |
602 | 214.78 | radiation | 40.0 | 270 | < th | dose independent | rect. | 14 | 11 |
612 | 214.95 | temperature | 15.0 | 720 | > th | dose independent | rect. | 18 | 2 |
613 | 214.96 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 16 | 15 |
618 | 215.21 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 6 | 19 |
620 | 215.21 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 6 | 19 |
643 | 215.68 | temperature | 15.0 | 720 | > th | dose independent | rect. | 17 | 4 |
646 | 215.71 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 20 | 14 |
648 | 215.71 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 20 | 14 |
654 | 215.76 | wind | 5.0 | 90 | < th | dose independent | rect. | 17 | 10 |
655 | 215.76 | temperature | 15.0 | 10 | > th | dose independent | rect. | 15 | 15 |
681 | 216.31 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 15 | 2 |
683 | 216.33 | humidity | 50.0 | 90 | > th | dose independent | rect. | 6 | 9 |
698 | 216.49 | wind | 9.0 | 720 | < th | dose independent | rect. | 13 | 5 |
699 | 216.49 | humidity | 70.0 | 10 | > th | dose independent | rect. | 16 | 15 |
701 | 216.52 | temperature | 15.0 | 270 | > th | dose independent | rect. | 11 | 18 |
702 | 216.54 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 6 | 9 |
704 | 216.57 | wind | 9.0 | 90 | < th | dose independent | rect. | 15 | 15 |
716 | 216.67 | temperature | 10.0 | 90 | > th | dose independent | rect. | 6 | 9 |
717 | 216.67 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 6 | 9 |
736 | 216.82 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 6 | 9 |
737 | 216.82 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 6 | 9 |
759 | 217.09 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 13 | 5 |
760 | 217.09 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 13 | 5 |
769 | 217.18 | radiation | 30.0 | 720 | < th | dose dependent | rect. | 1 | 5 |
772 | 217.19 | temperature | 15.0 | 720 | > th | dose independent | rect. | 17 | 22 |
782 | 217.27 | radiation | 10.0 | 720 | < th | dose independent | rect. | 1 | 5 |
798 | 217.32 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 14 | 4 |
799 | 217.33 | temperature | 10.0 | 720 | > th | dose independent | rect. | 1 | 5 |
800 | 217.33 | temperature | 30.0 | 720 | < th | dose independent | rect. | 1 | 5 |
801 | 217.33 | humidity | 50.0 | 720 | > th | dose independent | rect. | 1 | 5 |
804 | 217.33 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 1 | 5 |
808 | 217.33 | temperature | 10.0 | 720 | > th | dose independent | rect. | 6 | 19 |
816 | 217.43 | temperature | 15.0 | 720 | > th | dose independent | rect. | 18 | 19 |
823 | 217.50 | wind | 9.0 | 720 | < th | dose independent | rect. | 1 | 5 |
833 | 217.58 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 11 |
834 | 217.58 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 11 |
839 | 217.60 | wind | 1.0 | 270 | > th | dose independent | rect. | 14 | 11 |
840 | 217.60 | humidity | 60.0 | 720 | > th | dose independent | rect. | 18 | 11 |
842 | 217.62 | temperature | 10.0 | 720 | > th | dose independent | rect. | 13 | 5 |
843 | 217.62 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 13 | 5 |
850 | 217.66 | wind | 9.0 | 90 | < th | dose independent | rect. | 6 | 9 |
855 | 217.68 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 15 | 15 |
860 | 217.71 | wind | 9.0 | 270 | < th | dose independent | rect. | 16 | 13 |
868 | 217.78 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 11 |
872 | 217.78 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 11 |
890 | 218.00 | wind | 9.0 | 720 | < th | dose independent | rect. | 6 | 19 |
892 | 218.01 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 22 | 10 |
893 | 218.01 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 22 | 10 |
934 | 218.30 | radiation | 20.0 | 720 | < th | dose independent | rect. | 18 | 11 |
937 | 218.30 | temperature | 10.0 | 720 | > th | dose independent | rect. | 5 | 13 |
938 | 218.30 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 5 | 13 |
946 | 218.39 | humidity | 90.0 | 720 | < th | dose independent | rect. | 15 | 3 |
959 | 218.51 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 1 | 5 |
963 | 218.53 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 5 | 13 |
964 | 218.53 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 5 | 13 |
965 | 218.55 | radiation | 30.0 | 1440 | < th | dose independent | rect. | 4 | 3 |