A New Criterion in Selection and Discretization of Attributes for the Generation of Decision Trees.
Byung Hwan JunChang Soo KimHong-Yeop SongJaihie KimPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (1997)
Keyphrases
- decision trees
- continuous valued attributes
- numeric attributes
- selection criterion
- attribute selection
- continuous attributes
- nominal attributes
- preprocessing
- machine learning
- random forest
- attribute values
- numerical attributes
- naive bayes
- predictive accuracy
- data mining methods
- rule sets
- selection algorithm
- model selection
- generation process
- decision tree induction
- multiple attributes
- logistic regression
- genetic algorithm
- relevant attributes
- feature selection
- optimization criterion
- data mining
- constructive induction
- training set
- genetic programming
- selection criteria
- multi attribute