Developing a bottom-up, user-based method of web register classification.
Jesse EgbertDouglas BiberMark DaviesPublished in: J. Assoc. Inf. Sci. Technol. (2015)
Keyphrases
- classification method
- support vector machine svm
- classification accuracy
- classification algorithm
- preprocessing
- pattern classification
- pattern recognition
- detection method
- image classification
- high accuracy
- support vector machine
- end users
- benchmark data sets
- user interface
- support vector
- machine learning
- data sets
- classification process
- machine learning methods
- user input
- decision rules
- neural network
- clustering method
- significant improvement
- objective function
- class labels
- web documents
- training samples
- model selection
- dimensionality reduction
- classification rate
- user centric
- feature selection