A probabilistic approach for reducing the search cost in binary decision trees.
Athanasios RontogiannisNikitas J. DimopoulosPublished in: IEEE Trans. Syst. Man Cybern. (1995)
Keyphrases
- decision trees
- search algorithm
- search space
- search efficiency
- search tools
- search strategy
- search strategies
- solution space
- naive bayes
- high cost
- bayesian networks
- training data
- search effort
- search costs
- state space
- search methods
- probabilistic model
- machine learning
- predictive accuracy
- data streams
- cost sensitive
- ensemble methods
- non binary
- decision tree induction