Using the Geometrical Distribution of Prototypes for Training Set Condensing.
María Teresa LozanoJosé Salvador SánchezFiliberto PlaPublished in: CAEPIA (2003)
Keyphrases
- training set
- test set
- training data
- data sets
- nearest neighbor
- training examples
- decision trees
- training samples
- classification accuracy
- classification algorithm
- supervised learning
- test data
- random variables
- active learning
- class distribution
- feature space
- training patterns
- training set size
- face images
- information retrieval
- svm classifier
- d objects
- support vector machine
- probability density function
- base classifiers
- feature vectors
- decision boundary
- normal distribution
- feature extraction