Heuristic creation of deep rule ensemble through iterative expansion of feature space.
Han LiuShyi-Ming ChenPublished in: Inf. Sci. (2020)
Keyphrases
- feature space
- training set
- feature selection
- rule induction algorithm
- mean shift
- ensemble learning
- high dimensionality
- high dimensional
- optimal solution
- association rules
- majority vote
- dimension reduction
- feature extraction
- classification rules
- ensemble methods
- principal component analysis
- input space
- tabu search
- kernel function
- neural network
- dimensionality reduction
- data points
- classification accuracy
- feature vectors
- active databases
- graph cuts
- classifier ensemble
- creation process
- base classifiers
- rule learning
- random forests
- low dimensional
- high dimensional feature space
- tie breaking
- image representation
- image classification
- feature set
- multi class
- search algorithm
- training data
- face recognition
- learning algorithm
- machine learning