Research Article

FRL: An Integrative Feature Selection Algorithm Based on the Fisher Score, Recursive Feature Elimination, and Logistic Regression to Identify Potential Genomic Biomarkers

Table 2

Performance measures of the original dataset, the first round, and the second round.

ID0-ACC0-NUM1-ACC1-F1-score1-NUM2-ACC2-F1-score2-NUM

GSE142062.50%12549100%100%1803100%100%78
GSE332583.33%2165483.33%75.76%1302100%100%69
GSE769696.15%21654100%100%1803100%100%65
GSE975065.00%2165490.00%89.52%1403100%100%78
GSE1608866.67%1254983.33%85.19%2003100%100%78
GSE1852089.47%21653100%100%753100%100%50
GSE1884257.14%2165471.43%69.60%345396.43%96.42%77
GSE5412985.00%2165485.00%78.11%1011100%100%77
GSE5631596.30%21654100%100%1603100%100%78
GSE6519494.00%21654100%100%801100%100%79