A method combined of support vector machine and F-scores for customer classification.
Zhiwen HuangGanglong DuanJianren WangPublished in: FSKD (2010)
Keyphrases
- support vector machine
- classification method
- support vector machine svm
- support vector
- svm classifier
- classification accuracy
- classification algorithm
- accuracy rate
- preprocessing
- classification process
- pattern classification
- significant improvement
- detection method
- machine learning methods
- benchmark data sets
- pairwise
- similarity measure
- machine learning
- cross validation
- confidence scores
- classification procedure
- unsupervised learning
- feature set
- semi supervised
- multi class
- feature vectors
- feature space
- pattern recognition
- feature selection
- k nearest neighbor
- model selection
- text classification
- dimension reduction
- neural network