Neural Networks vs Logistic Regression: a Comparative Study on a Large Data Set.
Paulo J. L. AdeodatoGermano C. VasconcelosAdrian L. ArnaudRoberto A. F. SantosRodrigo C. L. V. CunhaDomingos S. M. P. MonteiroPublished in: ICPR (3) (2004)
Keyphrases
- logistic regression
- neural network
- data sets
- artificial neural network models
- predictive power
- decision trees
- support vector
- classification trees
- credit scoring
- random forests
- breast cancer
- classification and regression trees
- chi square
- logistic regression models
- artificial neural networks
- pattern recognition
- loss function
- linear support vector machines
- naive bayes
- odds ratio
- training set
- fold cross validation
- generalized linear models
- training data
- linear svm
- neural network model
- high dimensional data
- chi square test
- benchmark data sets
- machine learning
- text categorization
- logistic model
- dimensionality reduction
- data mining