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Os07g0541500 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
62.3 | 0.371 | 9.93 | 3.2 | 0.532 | -0.939 | 1.89 | -3.64 | 0.815 | 21.1 | 0.8192 | 4375 | -- | -- |
67.52 | 0.383 | 10 | 2.67 | 0.498 | -0.478 | 1.71 | -- | 0.624 | 20.8 | 6.803 | 8663 | -- | -- |
66 | 0.378 | 9.92 | 3.26 | 0.179 | -0.768 | -- | -3.82 | 0.895 | 20.9 | 1.624 | 5380 | -- | -- |
77.75 | 0.411 | 10 | 2.63 | 0.477 | -0.489 | -- | -- | 0.609 | 21.1 | 7.138 | 8696 | -- | -- |
63.85 | 0.372 | 9.94 | 3.09 | -- | -1.26 | -- | -4.4 | 0.773 | -- | 1.171 | 5377 | -- | -- |
72.92 | 0.4 | 9.99 | 2.66 | 0.488 | -- | 1.75 | -- | 0.773 | 20.9 | -- | -- | -- | -- |
83.17 | 0.427 | 9.99 | 2.6 | 0.481 | -- | -- | -- | 0.772 | 21.2 | -- | -- | -- | -- |
84.29 | 0.429 | 9.98 | 2.6 | -- | 0.389 | -- | -- | 0.765 | -- | 21.31 | 8226 | -- | -- |
116.47 | 0.503 | 10.2 | -- | 0.398 | -1.88 | -- | -- | -0.0155 | 20.9 | 0.01 | 47520 | -- | -- |
96.57 | 0.459 | 9.98 | 2.6 | -- | -- | -- | -- | 0.769 | -- | -- | -- | -- | -- |
261.05 | 0.756 | 10.1 | -- | 0.482 | -- | -- | -- | 0.482 | 21.6 | -- | -- | -- | -- |
128.28 | 0.527 | 10.2 | -- | -- | -1.88 | -- | -- | -0.014 | -- | 0.01 | 47520 | -- | -- |
274.82 | 0.774 | 10 | -- | -- | -- | -- | -- | 0.481 | -- | -- | -- | -- | -- |
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 | 57.52 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 19 |
2 | 57.64 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 22 |
3 | 58.01 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 2 | 5 |
7 | 58.20 | radiation | 1.0 | 270 | < th | dose independent | rect. | 8 | 19 |
8 | 58.22 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 8 | 19 |
9 | 58.23 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 5 |
10 | 58.23 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 5 |
11 | 58.25 | wind | 5.0 | 270 | < th | dose independent | rect. | 2 | 5 |
12 | 58.25 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 10 |
15 | 58.29 | humidity | 60.0 | 270 | > th | dose independent | rect. | 17 | 10 |
16 | 58.31 | wind | 9.0 | 270 | < th | dose dependent | rect. | 2 | 5 |
19 | 58.33 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 5 |
21 | 58.33 | temperature | 30.0 | 270 | < th | dose independent | rect. | 2 | 5 |
22 | 58.33 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 5 |
24 | 58.33 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 5 |
26 | 58.33 | radiation | 30.0 | 270 | < th | dose independent | rect. | 2 | 5 |
28 | 58.33 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 19 |
31 | 58.37 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 7 |
38 | 58.48 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 2 | 5 |
40 | 58.52 | wind | 5.0 | 270 | < th | dose independent | rect. | 3 | 3 |
44 | 58.56 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 19 |
47 | 58.60 | radiation | 1.0 | 270 | < th | dose independent | rect. | 16 | 11 |
48 | 58.60 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 16 | 11 |
49 | 58.61 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
50 | 58.61 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 2 | 5 |
66 | 58.66 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 19 |
69 | 58.70 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 3 |
71 | 58.70 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 3 |
81 | 58.75 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 21 |
93 | 58.81 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 3 |
95 | 58.81 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 3 |
96 | 58.81 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 3 |
99 | 58.81 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 3 |
100 | 58.81 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 3 |
101 | 58.81 | radiation | 20.0 | 270 | < th | dose independent | rect. | 3 | 3 |
106 | 58.81 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 21 |
110 | 58.83 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 19 |
111 | 58.83 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 19 |
134 | 58.95 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 3 |
135 | 58.97 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
158 | 59.12 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 1 | 7 |
166 | 59.15 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 13 | 18 |
175 | 59.26 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 21 |
180 | 59.31 | radiation | 1.0 | 90 | < th | dose dependent | sin | 12 | NA |
187 | 59.34 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 15 | 17 |
204 | 59.44 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 21 |
205 | 59.44 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 21 |
210 | 59.51 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 5 | 12 |
228 | 59.59 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 7 |
230 | 59.59 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 7 |
252 | 59.64 | wind | 9.0 | 270 | < th | dose independent | rect. | 14 | 17 |
274 | 59.73 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 7 |
275 | 59.73 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 7 |
276 | 59.73 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 7 |
277 | 59.73 | temperature | 10.0 | 270 | > th | dose independent | rect. | 14 | 17 |
280 | 59.74 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 14 | 18 |
284 | 59.76 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 11 |
315 | 59.89 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 7 |
321 | 59.92 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 7 |
326 | 59.93 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 17 |
329 | 59.93 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 17 |
340 | 59.95 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 5 |
354 | 59.98 | radiation | 1.0 | 270 | > th | dose independent | rect. | 13 | 17 |
356 | 60.00 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 18 |
362 | 60.03 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 12 | 9 |
364 | 60.04 | wind | 7.0 | 270 | < th | dose independent | rect. | 2 | 16 |
375 | 60.08 | radiation | 1.0 | 90 | > th | dose independent | sin | 12 | NA |
377 | 60.09 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 9 |
383 | 60.11 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 11 |
390 | 60.14 | temperature | 15.0 | 270 | > th | dose independent | rect. | 18 | 9 |
399 | 60.16 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 19 |
400 | 60.16 | humidity | 70.0 | 90 | > th | dose dependent | sin | 3 | NA |
409 | 60.21 | humidity | 90.0 | 90 | < th | dose independent | rect. | 9 | 6 |
416 | 60.24 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 3 |
425 | 60.31 | radiation | 1.0 | 270 | > th | dose independent | sin | 15 | NA |
426 | 60.31 | temperature | 15.0 | 270 | > th | dose independent | rect. | 3 | 15 |
431 | 60.32 | radiation | 1.0 | 270 | < th | dose independent | sin | 14 | NA |
432 | 60.32 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 9 | 6 |
433 | 60.32 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 9 | 6 |
452 | 60.34 | radiation | 1.0 | 270 | < th | dose dependent | sin | 15 | NA |
461 | 60.37 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
462 | 60.37 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 2 | 5 |
471 | 60.40 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 5 | 9 |
483 | 60.42 | radiation | 1.0 | 90 | < th | dose independent | sin | 12 | NA |
489 | 60.43 | wind | 7.0 | 270 | < th | dose independent | rect. | 18 | 9 |
490 | 60.44 | radiation | 40.0 | 90 | < th | dose independent | rect. | 15 | 18 |
494 | 60.46 | radiation | 1.0 | 90 | > th | dose independent | rect. | 9 | 6 |
495 | 60.46 | radiation | 20.0 | 30 | < th | dose independent | rect. | 5 | 16 |
496 | 60.46 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 13 | 18 |
511 | 60.50 | temperature | 10.0 | 90 | > th | dose independent | rect. | 9 | 6 |
512 | 60.50 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 9 | 6 |
528 | 60.53 | radiation | 1.0 | 270 | > th | dose independent | rect. | 11 | 20 |
548 | 60.60 | wind | 5.0 | 30 | < th | dose independent | rect. | 5 | 3 |
550 | 60.62 | temperature | 20.0 | 90 | > th | dose independent | rect. | 9 | 6 |
552 | 60.62 | radiation | 1.0 | 270 | > th | dose independent | rect. | 18 | 12 |
577 | 60.66 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
578 | 60.66 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 6 |
579 | 60.66 | wind | 9.0 | 90 | < th | dose independent | rect. | 9 | 6 |
581 | 60.66 | humidity | 90.0 | 270 | < th | dose independent | rect. | 20 | 17 |
590 | 60.68 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 9 | 6 |
643 | 60.76 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 15 |
652 | 60.77 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 5 | 7 |
656 | 60.78 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
674 | 60.82 | temperature | 20.0 | 270 | > th | dose independent | rect. | 8 | 3 |
692 | 60.86 | wind | 9.0 | 270 | < th | dose independent | rect. | 12 | 9 |
698 | 60.87 | wind | 9.0 | 30 | < th | dose dependent | rect. | 5 | 3 |
725 | 60.92 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 15 |
728 | 60.92 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 15 |
730 | 60.93 | radiation | 1.0 | 30 | > th | dose independent | rect. | 16 | 16 |
754 | 60.98 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 5 | 3 |
759 | 60.98 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 5 | 3 |
760 | 60.98 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 2 | 5 |
766 | 61.00 | temperature | 10.0 | 30 | > th | dose independent | rect. | 5 | 3 |
768 | 61.00 | temperature | 30.0 | 30 | < th | dose independent | rect. | 5 | 3 |
769 | 61.00 | humidity | 50.0 | 30 | > th | dose independent | rect. | 5 | 3 |
771 | 61.00 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 5 | 3 |
772 | 61.00 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 5 | 3 |
775 | 61.00 | temperature | 10.0 | 30 | > th | dose independent | rect. | 8 | 21 |
782 | 61.02 | temperature | 15.0 | 270 | > th | dose independent | rect. | 12 | 9 |
785 | 61.03 | radiation | 40.0 | 30 | < th | dose independent | rect. | 5 | 3 |
795 | 61.04 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 18 | 9 |
836 | 61.08 | wind | 9.0 | 270 | < th | dose independent | rect. | 11 | 21 |
861 | 61.10 | humidity | 80.0 | 10 | < th | dose independent | rect. | 8 | 6 |
866 | 61.10 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 7 |
877 | 61.10 | wind | 9.0 | 30 | < th | dose independent | rect. | 8 | 21 |
887 | 61.11 | temperature | 10.0 | 270 | > th | dose independent | rect. | 21 | 15 |
888 | 61.11 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 21 | 15 |
891 | 61.11 | temperature | 15.0 | 270 | > th | dose independent | rect. | 11 | 21 |
911 | 61.14 | wind | 9.0 | 270 | < th | dose independent | rect. | 21 | 15 |
939 | 61.17 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 21 |
960 | 61.20 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 18 |
992 | 61.24 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 17 | 13 |