Geometry-Based Ensembles: Toward a Structural Characterization of the Classification Boundary.
Oriol PujolDavid MasipPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2009)
Keyphrases
- decision trees
- classification accuracy
- automatic classification
- machine learning
- feature space
- preprocessing
- support vector
- decision rules
- pattern recognition
- classification method
- classification scheme
- machine learning algorithms
- classification process
- generalization ability
- object boundaries
- pattern classification
- machine learning methods
- classification algorithm
- imbalanced data
- text classification
- feature vectors
- feature extraction
- class labels
- training samples
- image classification
- classification rules
- feature set
- supervised learning
- support vector machine
- high dimensional
- classification systems
- multiscale
- multiple classifier systems
- combining classifiers