A heuristic approach to classifying labeled/unlabeled data sets.
Kuang Yu HuangPublished in: J. Oper. Res. Soc. (2012)
Keyphrases
- data sets
- training data
- training set
- supervised learning
- labeled examples
- unlabeled data
- labeled data
- unsupervised learning
- semi supervised learning
- unlabeled training data
- real world data sets
- benchmark data sets
- semi supervised
- simulated annealing
- optimal solution
- labeled training set
- training examples
- multiple instance learning
- learning algorithm
- manual labeling
- unlabeled examples
- constraint satisfaction
- high dimensional data
- data points
- combinatorial optimization
- data streams
- tabu search
- decision trees
- naive bayes
- supervised classifiers
- prior knowledge
- labeling effort
- dynamic programming