Impact of learning set quality and size on decision tree performances.
Marc SebbanRichard NockJean-Hugues ChauchatRicco RakotomalalaPublished in: Int. J. Comput. Syst. Signals (2000)
Keyphrases
- learning algorithm
- decision trees
- decision tree learning
- learning tasks
- online learning
- positive examples
- computational complexity
- probability distribution
- concept learning
- decision tree learning algorithm
- prior knowledge
- small number
- machine learning
- unsupervised learning
- learning process
- predictive accuracy
- decision table
- constructive induction
- reinforcement learning