Accuracy-Based Classification EM: Combining Clustering with Prediction.
Stephanie SappArmand PrieditisPublished in: MLDM (2013)
Keyphrases
- prediction accuracy
- classification accuracy
- unsupervised learning
- k means
- unsupervised clustering
- accuracy rate
- unsupervised classification
- feature vectors
- pattern recognition
- fold cross validation
- supervised classification
- classification rate
- high accuracy
- generalization ability
- predictive accuracy
- feature reduction
- correct classification
- decision trees
- machine learning
- models built
- error rate
- random selection
- clustering algorithm
- text classification
- image classification
- prediction model
- density estimation
- combination of multiple classifiers
- feature extraction
- feature space
- confidence estimates
- neural networks and support vector machines
- pattern classification
- high dimensionality
- expectation maximization
- clustering method
- classification algorithm
- multiple classifier systems
- cluster analysis
- gaussian mixture model
- mixture model
- dimensionality reduction
- semi supervised
- data points
- feature selection