Table 1 95%-confidence intervals for the true prediction accuracy (in %).
From: Instance-based concept learning from multiclass DNA microarray data
| Â | NCI60 | ALL | GCM |
|---|---|---|---|
k-NN | 72.10 ± 7.07 | 77.85 ± 2.43 | 74.39 ± 3.88 |
1-NN | 72.10 ± 7.07 | 76.96 ± 2.46 | 74.80 ± 3.86 |
3-NN | 63.65 ± 7.59 | 77.76 ± 2.43 | 71.49 ± 4.02 |
5-NN | - | 77.76 ± 2.43 | 71.49 ± 4.02 |
SVM | 78.60 ± 6.44 | 77.58 ± 2.44 | 75.83 ± 3.81 |
DT | 63.00 ± 7.62 | 68.86 ± 2.71 | 64.88 ± 4.25 |
MLP | 61.70 ± 7.68 | 70.20 ± 2.67 | 55.17 ± 4.43 |