Generalization and Induction: Misconceptions, Clarifications, and a Classification of Induction.
Eric W. K. TsangJohn N. WilliamsPublished in: MIS Q. (2012)
Keyphrases
- rule induction
- constructive induction
- machine learning
- decision trees
- attribute oriented
- classification accuracy
- automatic classification
- pattern recognition
- program synthesis
- inductive logic programming
- inductive learning
- classification method
- decision rules
- classification systems
- feature extraction
- unsupervised learning
- feature selection
- classification scheme
- functional programs
- classification models
- multivariate decision trees
- pattern classification
- text classification
- image classification
- training set
- feature space
- rule sets
- svm classifier
- model selection
- supervised classification
- explanation based learning
- induction algorithms
- feature vectors
- support vector
- continuous valued attributes
- clustering algorithm