Skip to main content

Table 1 95%-confidence intervals for the true prediction accuracy (in %).

From: Instance-based concept learning from multiclass DNA microarray data

  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