Efficient Learning of Classification Models from Soft-label Information by Binning and Ranking.
Yanbing XueMilos HauskrechtPublished in: FLAIRS Conference (2017)
Keyphrases
- classification models
- efficient learning
- label information
- training data
- semi supervised
- dimensionality reduction
- learning algorithm
- feature ranking
- labeled data
- decision trees
- unlabeled data
- feature selection
- class labels
- distance metric
- labeled examples
- feature set
- transfer learning
- training set
- feature subset
- semi supervised learning
- geometric structure
- active learning
- principal component analysis
- test data
- co training
- simulated annealing
- high dimensional data
- data sets
- data points
- classification accuracy
- pairwise
- pattern recognition
- machine learning