Improving the performance of the ripper in insurance risk classification : A comparitive study using feature selection
Mlungisi DumaBhekisipho TwalaTshilidzi MarwalaPublished in: CoRR (2011)
Keyphrases
- feature selection
- classification accuracy
- text classification
- risk management
- feature set
- machine learning
- decision trees
- feature extraction
- small sample
- feature vectors
- support vector
- naive bayes
- model selection
- class labels
- support vector machine svm
- support vector machine
- feature space
- mutual information
- unsupervised learning
- high dimensional
- classification algorithm
- neural network
- rule learning
- method for feature selection
- selecting relevant features
- associative classifiers
- pattern recognition
- class separability
- feature selection algorithms
- text categorization
- dimensionality reduction
- multi class