Personalized classifiers: evolving a classifier from a large reference knowledge graph.
Ramakrishna B. BairiGanesh RamakrishnanVikas SindhwaniPublished in: IDEAS (2014)
Keyphrases
- multiple classifiers
- support vector
- training data
- classifier systems
- linear classifiers
- individual classifiers
- training set
- classification process
- class labels
- svm classifier
- decision trees
- training samples
- majority vote
- classifier ensemble
- classification algorithm
- nearest neighbor classifier
- combining classifiers
- feature selection
- classifier combination
- ensemble learning
- supervised classification
- feature set
- majority voting
- bayesian classifiers
- unseen data
- rule based classifier
- weak classifiers
- neural classifier
- learning classifier systems
- higher classification accuracy
- classification models
- training instances
- bayes classifier
- optimum path forest
- classification method
- training examples
- kernel classifiers
- classifier training
- decision tree classifiers
- boosted classifiers
- ensemble classifier
- accurate classifiers
- class probabilities
- bayesian classifier
- classification rate
- ensemble methods
- structured data
- user profiles
- support vector machine
- e learning