Feature selection via minimizing nearest neighbor classification error.
Peng-Fei ZhuTian-Hang MengYun-Long ZhaoRui-Xian MaQing-Hua HuPublished in: ICMLC (2010)
Keyphrases
- classification error
- nearest neighbor
- feature selection
- training set
- knn
- k nearest neighbor
- classification accuracy
- class labels
- feature space
- generalization error
- training samples
- text categorization
- high dimensional
- decision rules
- feature set
- high dimensional data
- base classifiers
- text classification
- data points
- active learning
- support vector
- model selection
- machine learning
- feature subset
- multi class
- support vector machine
- training data
- hyperparameters
- dimensionality reduction
- naive bayes
- supervised learning
- data sets
- feature extraction
- decision trees
- training examples
- standard deviation
- incremental learning
- estimation error
- data mining