Restricted Decontamination for the Imbalanced Training Sample Problem.
Ricardo BarandelaE. RangelJosé Salvador SánchezFrancesc J. FerriPublished in: CIARP (2003)
Keyphrases
- training samples
- class distribution
- test sample
- training data
- feature space
- classification error
- learning algorithm
- supervised learning
- training set
- hyperplane
- nearest neighbor classifier
- decision boundary
- high dimensional
- training examples
- number of training samples
- training dataset
- decision function
- decision trees
- machine learning
- base classifiers
- test set
- data mining
- face recognition
- sample set
- computer vision