Performance evaluation of SVM based semi-supervised classification algorithm.
Narendra S. ChaudhariAruna TiwariJaya ThomasPublished in: ICARCV (2008)
Keyphrases
- classification algorithm
- semi supervised
- support vector machine
- active learning
- semi supervised learning
- labeled data
- svm classifier
- class labels
- training set
- knn
- k nearest neighbor
- unlabeled data
- pairwise
- document classification
- supervised learning
- support vector machine svm
- support vector
- accurate classification
- classification rules
- hierarchical classification
- multi class
- naive bayes
- concept drift
- learning algorithm
- unsupervised learning
- multi view
- multi label classification
- neural network
- named entity recognition
- labeled examples
- training phase
- relevance feedback
- nearest neighbor
- decision trees
- databases
- database
- input features
- co training
- information retrieval
- feature selection
- classification method
- learning environment