Table 2 |
||||
|
Accuracy percentiles and characteristics of models from 50 cross-validation samples of DS1, m/z > 0 |
||||
|
Algorithm |
Test Set Accuracy 25th, 75th Percentile |
Median # Clusters |
Median # Markers |
Proportion of Perfect Chromosomes |
|
|
||||
|
GA(P1 = 0, p2 = 0) |
.96, .98 |
12 |
15.5 |
1.0 |
|
GA(0, .001) |
.95, .99 |
12.5 |
11 |
1.0 |
|
GA(0, .002) |
.95, .98 |
12.5 |
10 |
1.0 |
|
GA(.002, 0) |
.96, .98 |
7 |
16 |
.98 |
|
GA(.002, .001) |
.97, .98 |
7 |
12.5 |
1.0 |
|
GA(.002, .002) |
.96, .99 |
8.5 |
9 |
.98 |
|
GA(.005, 0) |
.96, .98 |
6 |
15 |
.92 |
|
GA(.005, .001) |
.96, .98 |
5 |
11 |
.92 |
|
GA(.005, .002) |
.96, .99 |
6 |
8 |
.94 |
|
GA(.008, 0) |
.96, .98 |
3 |
15 |
.72 |
|
GA(.008, .001) |
.97, .99 |
4 |
9 |
.88 |
|
GA(.008, .002) |
.97, .99 |
4 |
8 |
.84 |
|
Best GA |
.97, .99 |
6 |
12 |
.94 |
|
Boosting |
.99, 1.0 |
NA |
NA |
NA |
|
PAM |
.93, .97 |
NA |
NA |
NA |
|
|
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|
Jeffries BMC Bioinformatics 2004 5:180 doi:10.1186/1471-2105-5-180 |
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