Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery.
Annette SpoonerGelareh MohammadiPerminder S. SachdevHenry BrodatyArcot SowmyaPublished in: BMC Bioinform. (2023)
Keyphrases
- biomarker discovery
- ensemble feature selection
- mass spectrometry data
- gene selection
- cancer classification
- ensemble learning
- early detection
- high throughput
- genetic search
- ensemble methods
- rule learning
- microarray
- microarray data
- related genes
- mass spectrometry
- data sets
- practical problems
- feature subset
- image processing
- breast cancer
- generalization ability
- pattern classification
- gene expression data
- feature selection
- data mining
- face recognition