An ensemble method for top-N recommendations from the SVD.
David Ben-ShimonLior RokachBracha ShapiraPublished in: Expert Syst. Appl. (2016)
Keyphrases
- ensemble methods
- singular value decomposition
- prediction accuracy
- benchmark datasets
- decision trees
- random forests
- base classifiers
- ensemble learning
- machine learning methods
- random forest
- generalization ability
- rotation forest
- drifting concepts
- least squares
- multilabel classification
- classifier ensemble
- principal component analysis
- ensemble classifier
- base learners
- subspace methods
- dimensionality reduction
- meta learning
- similarity measure
- neural network
- pattern recognition