Table 1

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

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

Berrar et al. BMC Bioinformatics 2006 7:73   doi:10.1186/1471-2105-7-73