Splitting matters: how monotone transformation of predictor variables may improve the predictions of decision tree models.
Tal GaliliIsaac MeilijsonPublished in: CoRR (2016)
Keyphrases
- decision trees
- predictor variables
- logistic regression
- logistic regression models
- statistical models
- response variable
- classification models
- learning algorithm
- artificial neural networks
- fuzzy logic
- machine learning algorithms
- cross validation
- statistical model
- linear regression
- gaussian processes
- regression method