Pathway-Based Feature Selection Algorithm for Cancer Microarray Data
Figure 5
Comparison of test accuracy of our method (BPFS) to that of I-RELIEF on real pathway. In three datasets JNCI, BCR and Nature our method performs better than I-RELIEF. In Lancet and BCR both the methods have similar accuracy.