SAFS: A deep feature selection approach for precision medicine.
Milad Zafar NezhadDongxiao ZhuXiangrui LiKai YangPhillip LevyPublished in: BIBM (2016)
Keyphrases
- feature selection
- text categorization
- mutual information
- high precision
- feature set
- machine learning
- feature selection algorithms
- information gain
- precision and recall
- classification accuracy
- data mining
- irrelevant features
- discriminative features
- feature weighting
- average precision
- feature extraction
- high recall
- method for feature selection
- classification models
- feature space
- high dimensionality
- support vector machine
- dimensionality reduction
- support vector classification
- forward selection
- microarray classification
- natural sciences
- selected features
- medical diagnosis
- knn
- text classification
- multi class