Random Projections for SVM Ensembles.
Jesús MaudesJuan José RodríguezCésar Ignacio García-OsorioCarlos PardoPublished in: IEA/AIE (2) (2010)
Keyphrases
- random projections
- support vector machine svm
- support vector
- dimension reduction
- dimensionality reduction
- compressed sensing
- compressive sensing
- sparse representation
- support vector machine
- original data
- random sampling
- feature selection
- principal component analysis
- low dimensional
- image reconstruction
- hash functions
- knn
- svm classifier
- high dimensionality
- machine learning
- training data
- linear discriminant analysis
- kernel function
- decision trees
- feature space
- pattern recognition
- similarity search
- document clustering
- face recognition
- feature extraction
- feature vectors
- training set