Localized Generalization Error of Gaussian-based Classifiers and Visualization of Decision Boundaries.
Wing W. Y. NgDaniel S. YeungDefeng WangEric C. C. TsangXizhao WangPublished in: Soft Comput. (2007)
Keyphrases
- class distribution
- decision boundary
- generalization error
- training set
- training data
- linear classifiers
- training samples
- test set
- active learning
- cross validation
- training examples
- learning algorithm
- sample complexity
- decision trees
- supervised learning
- support vector machine
- nearest neighbor
- data sets
- classification accuracy
- class labels
- upper bound
- base classifiers
- model selection
- hyperplane
- boosting algorithms
- machine learning algorithms
- learning process
- machine learning
- pattern classification
- svm classifier
- sample size
- semi supervised
- pairwise
- reinforcement learning