Improving the Performance of the Ripper in Insurance Risk Classification - A Comparitive Study using Feature Selection.
Mlungisi DumaBhekisipho TwalaTshilidzi MarwalaFulufhelo V. NelwamondoPublished in: ICINCO (1) (2011)
Keyphrases
- feature selection
- machine learning
- text classification
- classification accuracy
- support vector machine
- multi class
- pattern recognition
- risk management
- naive bayes
- feature extraction
- support vector
- feature space
- feature set
- feature selection and classification
- decision trees
- small sample
- classification models
- feature subset
- classification algorithm
- svm classifier
- model selection
- classification method
- unsupervised learning
- data sets
- feature ranking
- image classification
- irrelevant features
- redundant features
- supervised learning