Table 11 Summary of the results of KNN classifiers using the most frequently selected genes by our proposed L 1/2 penalized logistic regression method
From: Sparse logistic regression with a L1/2 penalty for gene selection in cancer classification
Methods | K-NN(k=3) | K-NN(k=5) |
|---|---|---|
Leukaemia | 98.3% | 94.4% |
Prostate | 95.1% | 94.2% |
Colon | 95.1% | 90.6% |
DLBCL | 94.8% | 91.2% |