Clustering of variables for enhanced interpretability of predictive models.
Evelyne VigneauPublished in: Informatica (Slovenia) (2021)
Keyphrases
- clustering algorithm
- parameter estimation
- pairwise
- k means
- clustering method
- experimental data
- statistical models
- predictive clustering trees
- learning algorithm
- independent variables
- graph theoretic
- conditional probabilities
- neural network model
- spectral clustering
- data clustering
- cluster analysis
- outlier detection
- self organizing maps
- complex systems
- prediction accuracy
- unsupervised learning
- data points