An Idea of Improvement Decision Tree Learning Using Cluster Analysis.
Saori AmanumaMasaki KurematsuHamido FujitaPublished in: SoMeT (2012)
Keyphrases
- cluster analysis
- decision tree learning
- categorical data
- decision trees
- clustering algorithm
- data mining
- clustering method
- hierarchical latent class models
- k means
- unsupervised learning
- attribute values
- ensemble methods
- meta learning
- data analysis
- data mining techniques
- constructive induction
- cluster validity
- decision tree induction
- information gain
- pattern recognition
- dimensionality reduction
- collaborative filtering
- dimension reduction