Decision trees do not generalize to new variations.
Yoshua BengioOlivier DelalleauClarence SimardPublished in: Comput. Intell. (2010)
Keyphrases
- decision trees
- predictive accuracy
- machine learning algorithms
- logistic regression
- decision tree induction
- machine learning
- data mining methods
- decision tree algorithm
- random forests
- constructive induction
- training data
- training set
- random forest
- rule induction
- neural network
- naive bayes
- expert systems
- feature construction
- nearest neighbour
- decision rules
- classification models
- inductive learning
- classification rules
- evolutionary algorithm
- information systems
- computer vision
- data mining