Multi-pruning of decision trees for knowledge representation and classification.
Mohammad AzadIgor ChikalovShahid HussainMikhail MoshkovPublished in: ACPR (2015)
Keyphrases
- decision trees
- knowledge representation
- machine learning
- predictive accuracy
- pattern recognition
- decision rules
- machine learning algorithms
- tree construction
- classification accuracy
- classification method
- classification algorithm
- classification scheme
- decision tree algorithm
- classification rules
- naive bayes
- semantic web
- training set
- expert systems
- automatic classification
- nearest neighbour
- post pruning
- image classification
- support vector machine svm
- feature construction
- support vector
- logistic regression
- artificial intelligence
- attribute selection
- decision tree induction
- machine learning methods
- logic programming
- decision tree learning algorithm
- training data
- multivariate decision trees
- constructive induction
- pruning method
- class labels
- classification models
- rule sets
- support vector machine
- feature vectors
- search space
- feature space
- preprocessing
- knowledge base
- learning algorithm