Improving the Performance of the Support Vector Machine in Insurance Risk Classification - A Comparitive Study.
Mlungisi DumaBhekisipho TwalaTshilidzi MarwalaFulufhelo V. NelwamondoPublished in: IJCCI (NCTA) (2011)
Keyphrases
- support vector machine
- svm classifier
- support vector
- risk management
- machine learning
- automatic classification
- classification method
- support vector machine svm
- classification scheme
- feature extraction
- support vector regression
- classification accuracy
- kernel function
- image classification
- decision boundary
- feature vectors
- pattern recognition
- feature selection
- text classification
- data sets
- supervised learning
- feature space
- decision trees
- learning algorithm
- majority voting
- svm classification
- high classification accuracy