Improving Decision Tree Performance Through Induction- and Cluster-Based Stratified Sampling.
Abdul Aziz GillGeorge D. SmithAnthony J. BagnallPublished in: IDEAL (2004)
Keyphrases
- stratified sampling
- decision trees
- sampling strategies
- induction algorithms
- constructive induction
- training data
- random sampling
- machine learning
- inductive bias
- inductive learning
- active learning
- multivariate decision trees
- naive bayes
- sampling strategy
- data streams
- support vector
- sampling methods
- training set
- data sets