A Classification Learning Algorithm Robust to Irrelevant Features.
H. Altay GüvenirPublished in: AIMSA (1998)
Keyphrases
- irrelevant features
- feature selection
- learning algorithm
- sample complexity
- machine learning
- machine learning algorithms
- supervised learning
- pattern recognition
- classification accuracy
- feature weighting
- feature selection algorithms
- decision trees
- active learning
- classification models
- support vector machine svm
- search algorithm
- feature subset
- learning tasks
- data mining
- cross validation
- class labels
- redundant features
- training samples
- theoretical analysis
- unsupervised learning
- model selection
- image classification
- feature set
- support vector
- reinforcement learning
- training data
- feature extraction