On the Relationship Between Feature Selection and Classification Accuracy.
Andreas JanecekWilfried N. GanstererMichael DemelGerhard F. EckerPublished in: FSDM (2008)
Keyphrases
- feature selection
- classification accuracy
- feature subset
- selected features
- feature set
- text categorization
- support vector
- improvement in classification accuracy
- mutual information
- naive bayes
- feature space
- information gain
- feature selection algorithms
- feature extraction
- accurate classification
- text classification
- training set
- training data
- terms of classification accuracy
- unsupervised feature selection
- machine learning
- classification models
- high dimensionality
- support vector machine
- knn
- microarray data
- evolutionary algorithm
- feature vectors
- decision trees
- feature reduction
- clustering algorithm
- data sets
- wrapper feature selection