Simpler Evaluation of Predictions and Signature Stability for Gene Expression Data

Table 2

Biased estimators of prediction performance for the ten signatures estimated on the training sets.

Signature	Prop. of true positives	Prop. of false positives	Prop. correctly predicted
1	0.943	0.213	0.891
2	0.943	0.206	0.892
3	0.926	0.230	0.874
4	0.934	0.230	0.879
5	0.959	0.213	0.901
6	0.942	0.197	0.896
7	0.942	0.262	0.874
8	0.967	0.164	0.923
9	0.950	0.279	0.874
10	0.942	0.344	0.846
Average	0.945	0.234	0.885