Experiences Using Decision Trees for Knowledge Discovery.
Eva ArmengolÀngel García-CerdañaPilar DellundePublished in: Fuzzy Sets, Rough Sets, Multisets and Clustering (2017)
Keyphrases
- knowledge discovery
- decision trees
- machine learning
- decision tree induction
- formal concept analysis
- classification rules
- predictive accuracy
- training data
- data mining and knowledge discovery
- naive bayes
- knowledge discovery and data mining
- databases
- data mining
- data mining methods
- association rules
- case study
- data mining techniques
- machine learning algorithms
- rule induction
- decision tree learning
- discovering knowledge
- information retrieval
- decision rules
- random forest
- concept lattice
- logistic regression
- feature construction
- association rule mining
- conceptual clustering
- conceptual design
- decision tree classifiers
- data analysis
- text mining
- decision support
- web mining
- attribute values
- data mining applications
- outlier detection