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

Table 3

Performance indicators on the final subsets for diverse cancers.

ID	Dataset	Gene-num	PRE	ACC	F1-score
GSE1420	Esophageal	5	89.58%	87.50%	86.82%
GSE3325	Prostate	2	100%	100%	100%
GSE7696	Glioblastoma	3	92.46%	96.15%	94.27%
GSE9750	Cervical	5	92.22%	90%	90.21%
GSE16088	Osteosarcoma	4	100%	100%	100%
GSE18520	Ovarian	2	96.49%	94.74%	95.18%
GSE18842	Lung	3	91.29%	89.29%	89.24%
GSE54129	Gastric	3	100%	100%	100%
GSE56315	Diffuse large B-cell lymphoma	4	100%	100%	100%
GSE65194	Breast	3	100%	100%	100%