Ensembles of Decision Trees for Recommending Touristic Items.
Ameed AlmomaniPaula SaavedraEduardo Sánchez VilaPublished in: IWINAC (2) (2017)
Keyphrases
- decision trees
- personalized recommendation
- ensemble methods
- base classifiers
- decision tree induction
- recommender systems
- predictive accuracy
- naive bayes
- decision tree algorithm
- random forests
- collaborative filtering
- random forest
- training data
- logistic regression
- decision tree learning
- classification rules
- rule induction
- meta learning
- training set
- user feedback
- decision rules
- attribute selection
- base learners
- machine learning algorithms
- combining classifiers
- greedy search
- feature construction
- boosted decision trees
- imbalanced data
- regression trees
- nearest neighbour
- ensemble learning
- user interests
- data mining methods
- rule sets
- artificial neural networks