Research Article

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.
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(a) BCR Dataset
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(b) JNCI Dataset
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(c) Nature Dataset
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(d) Lancet Dataset
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(e) CCR Dataset