Structure feature selection for chemical compound classification.
Hongliang FeiJun HuanPublished in: BIBE (2008)
Keyphrases
- feature selection
- classification accuracy
- text classification
- machine learning
- feature extraction
- feature set
- classification models
- support vector machine
- feature space
- feature selection algorithms
- support vector
- high dimensionality
- text categorization
- discriminative features
- irrelevant features
- unsupervised learning
- model selection
- classification algorithm
- mutual information
- classification performances
- decision trees
- accurate classification
- bayes classifier
- feature vectors
- training set
- pattern recognition
- feature weighting
- method for feature selection
- class separability
- feature reduction
- small sample
- image classification
- automatic classification
- information gain
- multi class
- classification method
- training samples
- class labels
- supervised learning
- terms of classification accuracy
- wrapper feature selection
- conditional mutual information
- feature selection and classification
- naive bayes
- informative features
- classification rate
- neural network
- feature subset selection
- classification scheme