Classification rule extraction approach based on homogeneous training samples.
Prabhat Kumar MahantiDhirendra Kumar SwamiMohammed Al-FayoumiPublished in: CAINE (2006)
Keyphrases
- training samples
- rule extraction
- feature space
- training set
- decision boundary
- training data
- high dimensional
- learning algorithm
- supervised learning
- neural network
- fuzzy rules
- black box
- test sample
- rough set theory
- number of training samples
- rough sets
- base classifiers
- representative samples
- classification rules
- decision function
- rule sets
- classification accuracy
- association rules
- linear combination
- face images
- high dimensionality
- data analysis
- rule induction
- decision trees
- feature selection
- machine learning
- database