Helping predictive analytics interpretation using regression trees and clustering perturbation.
Olivier ParisotYoanne DidryThomas TamisierBenoît OtjacquesPublished in: J. Decis. Syst. (2015)
Keyphrases
- regression trees
- predictive analytics
- predictive model
- clustering algorithm
- k means
- regression problems
- linear regression
- regression model
- cluster analysis
- decision trees
- similar problems
- random forests
- linear model
- data mining applications
- exploratory data analysis
- conditional random fields
- neural network
- principal components analysis
- data mining
- data warehousing
- data sets
- decision rules
- data points
- data clustering
- bayesian networks
- classification rules
- cross validation
- supervised learning