Newborn Screening System Based on Adaptive Feature Selection and Support Vector Machines.
Sung-huai HsiehYin-Hsiu ChienChia-Ping ShenWei-Hsin ChenPo-Hao ChenSheau-Ling HsiehPo-Hsun ChengFeipei LaiPublished in: BIBE (2009)
Keyphrases
- support vector
- feature selection
- learning machines
- large margin classifiers
- classification accuracy
- support vector machine
- feature ranking
- text categorization
- high dimensionality
- feature selection algorithms
- binary classification
- loss function
- generalization ability
- naive bayes
- text classification
- mutual information
- logistic regression
- feature space
- support vector classification
- information gain
- feature weighting
- machine learning
- radial basis function
- cross validation
- kernel function
- multi class
- feature subset
- svm classifier
- support vectors
- selected features
- maximum margin
- model selection
- discriminative features
- feature set
- drug discovery
- soft margin
- dimensionality reduction