A comparative predictive analysis of neural networks (NNs), nonlinear regression and classification and regression tree (CART) models.
Muhammad A. RaziKuriakose AthappillyPublished in: Expert Syst. Appl. (2005)
Keyphrases
- classification and regression trees
- neural network
- nonlinear regression
- regression problems
- credit scoring
- logistic regression
- discriminant analysis
- random forests
- linear regression
- decision trees
- pattern recognition
- artificial neural networks
- back propagation
- feature selection
- genetic programming
- probabilistic model
- factor analysis
- classification trees
- predictive model
- machine learning
- regression method
- cross validation
- regression methods
- face recognition
- data mining