Feature Selection for Descriptor Based Classification Models. 2. Human Intestinal Absorption (HIA).
Jörg K. WegnerHolger FröhlichAndreas ZellPublished in: J. Chem. Inf. Model. (2004)
Keyphrases
- classification models
- feature selection
- feature set
- training data
- learning models
- models built
- decision trees
- feature subset
- attribute selection
- feature selection algorithms
- feature space
- mutual information
- text classification
- action recognition
- feature extraction
- imbalanced data
- software quality classification
- decision tree algorithm
- discriminatory power
- text categorization
- dimensionality reduction
- selected features
- feature subset selection
- support vector
- machine learning
- data mining
- microarray data
- high dimensionality
- ensemble classifier
- feature ranking
- classification accuracy
- high dimensional
- learning algorithm