A classification algorithm based on local cluster centers with a few labeled training examples.
Tianqiang HuangYangqiang YuGongde GuoKai LiPublished in: Knowl. Based Syst. (2010)
Keyphrases
- classification algorithm
- cluster centers
- labeled training examples
- training set
- clustering algorithm
- labeled data
- data points
- class labels
- k means
- fuzzy clustering
- labeled examples
- supervised machine learning
- unlabeled data
- fuzzy c means
- k nearest neighbor
- knn
- training examples
- classification rules
- naive bayes
- negative examples
- learning algorithm
- density function
- semi supervised learning
- support vector machine
- data sets
- supervised learning
- web pages
- nearest neighbor
- clustering method
- training data
- feature space
- semi supervised
- text classification
- binary classification
- multi label
- image processing
- bayesian networks
- high dimensional
- prior knowledge
- active learning
- classification accuracy
- maximum likelihood