Hybrid feature selection method for biomedical datasets.
Saúl Solorio-FernándezJosé Francisco Martínez TrinidadJesús Ariel Carrasco-OchoaYan-Qing ZhangPublished in: CIBCB (2012)
Keyphrases
- similarity measure
- feature selection
- significant improvement
- cost function
- detection method
- computational cost
- support vector machine
- synthetic and real datasets
- preprocessing
- pairwise
- high accuracy
- optimization method
- high precision
- synthetic data
- support vector machine svm
- mutual information
- feature set
- experimental evaluation
- dynamic programming
- training data
- machine learning
- data mining
- medical images
- unsupervised learning
- training set
- segmentation method
- classification method
- support vector
- discriminative features
- sampling methods