Random forest versus logistic regression: a large-scale benchmark experiment.
Raphaël CouronnéPhilipp ProbstAnne-Laure BoulesteixPublished in: BMC Bioinform. (2018)
Keyphrases
- logistic regression
- random forest
- decision trees
- random forests
- fold cross validation
- real world
- naive bayes
- ensemble methods
- chi square
- support vector
- logistic regression models
- loss function
- linear support vector machines
- machine learning
- feature set
- multi label
- training data
- odds ratio
- decision tree learning algorithms
- base classifiers
- machine learning algorithms
- neural network
- ensemble classifier
- feature ranking
- bayesian networks
- data mining