Compound Analytics using Combinatorics for Feature Selection: A Case Study in Biomarker Detection.
Ronald D. HaganBrett D. HaganCharles A. PhillipsBradley J. RhodesMichael A. LangstonPublished in: IPDPS Workshops (2019)
Keyphrases
- feature selection
- gene expression data
- false alarms
- automatic detection
- false positives
- object detection
- detection rate
- data mining
- case study
- multi class
- detection accuracy
- detection method
- detection algorithm
- text categorization
- mutual information
- learning analytics
- information gain
- gene selection
- feature extraction
- discriminative features
- irrelevant features
- unsupervised feature selection
- selected features
- mass spectrometry data
- feature selection algorithms
- graph theory
- test bed
- business intelligence
- text classification
- support vector machine
- learning algorithm