Nearest neighbor-based instance selection for classification.
Guanghua YuJin TianMinqiang LiPublished in: ICNC-FSKD (2016)
Keyphrases
- instance selection
- nearest neighbor
- feature and instance selection
- uci machine learning repository
- classification accuracy
- k nearest neighbor
- training set
- knn
- text classification
- supervised learning
- high dimensional data
- classification rules
- high dimensional
- index structure
- data reduction
- multiple instance learning
- data points
- class imbalanced
- decision boundary
- decision trees
- co training
- image classification
- classification algorithm
- decision rules
- class labels
- data sets
- support vector machine
- feature vectors
- support vector
- similarity measure
- data mining
- neural network