FilterBoost: Regression and Classification on Large Datasets.
Joseph K. BradleyRobert E. SchapirePublished in: NIPS (2007)
Keyphrases
- support vector
- benchmark datasets
- pattern recognition
- uci repository
- classification accuracy
- automatic classification
- uci machine learning repository
- model selection
- text classification
- decision trees
- support vector machine svm
- svm classifier
- machine learning
- classification method
- linear regression
- regression problems
- uci datasets
- feature vectors
- regression model
- associative classifiers
- data sets
- training set
- classification scheme
- supervised learning
- benchmark data sets
- pattern classification
- machine learning algorithms
- training samples
- k nearest neighbour
- regression method
- learning algorithm
- imbalanced datasets
- classification algorithm
- class labels
- numeric values
- mercer kernels