Adapting Support Vector Machines for F-term-based Classification of Patents.
Yaoyong LiKalina BontchevaPublished in: ACM Trans. Asian Lang. Inf. Process. (2008)
Keyphrases
- support vector
- classification accuracy
- learning machines
- support vector machine
- large margin classifiers
- feature selection
- generalization ability
- machine learning
- classification scheme
- svm classifier
- classification method
- classification algorithm
- support vector machine svm
- feature extraction
- cross validation
- feature vectors
- training samples
- pattern recognition
- training set
- svm classification
- multi class classification
- classification models
- logistic regression
- decision rules
- preprocessing
- machine learning methods
- loss function
- kernel function
- binary classification
- information retrieval
- text classification
- feature space
- decision function
- prior art
- data sets